diff --git a/.github/workflows/catalog.yml b/.github/workflows/catalog.yml
index 0b0981f..9028f57 100644
--- a/.github/workflows/catalog.yml
+++ b/.github/workflows/catalog.yml
@@ -4,10 +4,15 @@ on:
   pull_request:
     paths:
       - "catalog/*/*.json"
+      - "catalog-icons.json"
+      - "icons/**"
       - "ai-catalog.json"
       - "scripts/generate_ai_catalog.py"
+      - "requirements.txt"
       - "tests/*.py"
       - ".github/workflows/catalog.yml"
+      - "CONTRIBUTING.md"
+      - "README.md"
   push:
     branches:
       - main
@@ -32,6 +37,7 @@ jobs:
         with:
           repository: ${{ github.event.pull_request.head.repo.full_name || github.repository }}
           ref: ${{ github.event.pull_request.head.ref || github.ref }}
+      - run: python3 -m pip install -r requirements.txt
       - run: python3 -m unittest discover -s tests
       - run: python3 scripts/generate_ai_catalog.py
       - name: Update pull request
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 5f21b6a..0984833 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -82,6 +82,157 @@ Do not create a copied descriptor to represent a server that is already imported
 Registry references do not identify a file in this repository. Do not attach
 `metadata.sourceSet` or `metadata.repoPath` pointing to a copied descriptor.
 
+#### Reviewed resource icons
+
+Icons are optional. Declare them in the root `catalog-icons.json` overlay, for
+both contributor-managed and registry-imported resources. Do not copy a registry
+descriptor or create another resource entry to attach an icon. Use the exact
+generated `urn:air:` identifier from `ai-catalog.json`, not the source `urn:ai:`
+identifier, a display name, or a descriptor URL.
+
+The tooling-only change does not add an overlay file; create it when adding the
+first approved declarations. Artwork and production declarations are reviewed
+in a separate change.
+The following is a **synthetic example**, not an available asset, real digest,
+or evidence of permission:
+
+```json
+{
+  "icons": [
+    {
+      "identifier": "urn:air:registry.modelcontextprotocol.io:example:weather",
+      "url": "https://raw.githubusercontent.com/github/agentfinder-catalog/0123456789abcdef0123456789abcdef01234567/icons/example/weather.png",
+      "provenance": {
+        "sourceUrl": "https://example.com/weather-artwork",
+        "license": "CC0-1.0",
+        "permissionUrl": "https://example.com/weather-artwork-permission",
+        "sha256": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"
+      }
+    }
+  ]
+}
+```
+
+Omit `version` to cover all versions of that exact identifier. To restrict an
+icon to one existing version, add a nonempty `version` string to the declaration.
+Do not supply `null`. Duplicate or overlapping declarations fail validation,
+including an identifier-wide declaration combined with an exact-version one.
+Unmatched identifiers or versions also fail; explicitly maintain declarations
+when a registry resource disappears or a version-specific reference rolls over.
+Prefer identifier-wide declarations when the artwork legitimately covers all
+versions.
+
+The generator applies the overlay after normal entry selection and registry
+imports, adding only the scalar
+`metadata["com.github.agentfinder.icon.url"]`. It preserves identifiers, versions,
+descriptor URLs, native data, and other metadata. Provenance is not published in
+the generated entry. The icon key is reserved for the overlay: do not put it
+directly in contributor-managed entries or registry inputs. Unknown overlay
+fields and duplicate JSON keys are rejected. An absent overlay is treated as
+empty for compatibility with older checkouts.
+
+For the example above, the generated entry is:
+
+```json
+{
+  "identifier": "urn:air:registry.modelcontextprotocol.io:example:weather",
+  "displayName": "Weather",
+  "type": "application/mcp-server+json",
+  "version": "1.0.0",
+  "url": "https://api.mcp.github.com/v0.1/servers/example%2Fweather/versions/1.0.0",
+  "metadata": {
+    "com.github.agentfinder.icon.url": "https://raw.githubusercontent.com/github/agentfinder-catalog/0123456789abcdef0123456789abcdef01234567/icons/example/weather.png"
+  }
+}
+```
+
+This input key is not a new client response field. Once service support is
+deployed, Agent Finder emits the optional nested `metadata.github.icon.url`.
+A supported curated URL takes precedence over a supported descriptor-declared
+icon. Removing the curated declaration restores descriptor-icon fallback;
+it does not suppress a descriptor icon. Invalid service-side declarations also
+fall back. Invalid catalog-authored declarations instead fail generation.
+Clients keep their resource-type fallback when no supported icon is available
+or an image cannot be loaded.
+
+##### Asset review and validation
+
+- Place reviewed assets at `icons/<publisher>/<asset>.png`. Publisher and asset
+  names start with an ASCII letter, digit, underscore, or hyphen; remaining
+  characters may also include dots. Asset paths cannot contain symlinks.
+- Use **static PNG** files, at most **256 KiB (262144 bytes)**, with width and
+  height between **1 and 512 pixels**. Pillow verifies PNG integrity and decodes
+  the image; animated images are rejected. Validation follows Pillow's PNG
+  decoder rather than implementing a separate strict chunk grammar (for example,
+  it does not reject otherwise decodable PNGs solely for trailing bytes).
+  These checks are not image sanitization; reviewers must inspect the rendered image.
+- URLs must use HTTPS and the exact `raw.githubusercontent.com` host, this
+  repository, a full lowercase 40-hex commit reference, and the asset path.
+  Mutable refs, credentials, explicit ports, query strings, fragments, encoded
+  paths, other hosts/repositories, and other image formats are rejected.
+- Supply `sourceUrl` identifying the original artwork, `license` identifying its
+  license or explicit permission, `permissionUrl` pointing to reviewable evidence
+  that redistribution of these bytes is permitted, and a lowercase `sha256` of
+  the actual file. Alternatively, when approval is given without a URL, supply
+  `sourceUrl`, `sha256`, and a nonempty `approval` attestation describing the
+  explicit authorization for public redistribution; do not invent a license or
+  permission link. These two provenance forms are mutually exclusive.
+  Source and permission URLs must be absolute HTTPS without
+  credentials or ports. Generator checks establish syntax and a matching local
+  digest, **not legal permission, public availability, or ownership**. Reviewers
+  must verify the evidence and any attribution or notice requirements.
+- Do not infer logos from repository-owner avatars or acquire/copy vendor artwork
+  without verified redistribution permission. The repository's MIT license
+  does not establish permission for third-party artwork. An icon does not prove
+  vendor ownership, endorsement, or official-product approval.
+
+Compute a file's digest with:
+
+```bash
+shasum -a 256 icons/<publisher>/<asset>.png
+```
+
+##### Adding, replacing, and removing icons
+
+**Add:** obtain permission and fulfill any required notices first. Publish the
+reviewed asset in an asset-only commit, then use that existing commit's raw URL
+in a separate declaration change. A declaration cannot pin the SHA of its own
+containing commit. Reviewers must fetch the public pinned URL and verify its bytes
+against the recorded SHA-256: the generator checks the file in the current
+checkout, not the remote asset at that commit. Regenerate and review
+`ai-catalog.json`; only the intended icon metadata should change.
+
+**Replace:** publish the newly reviewed asset first, then update its immutable URL,
+provenance, and digest together. Changed image bytes must have a changed URL.
+Do not merely overwrite an asset while retaining an old pinned URL. If different
+resource versions need different bytes, use distinct paths so all declared assets
+can be checked in the current tree.
+
+**Remove:** remove the overlay record and regenerate. Delete an unused current
+asset only after removing all declarations that reference it. Historical pinned
+bytes remain retrievable; deleting the current file does not revoke old URLs.
+The service owner handles enrichment invalidation and reconciliation so an
+addition, replacement, or removal takes effect in responses.
+
+Validate icon changes with the normal generation commands below and:
+
+```bash
+python3 -m unittest discover -s tests
+```
+
+Tooling may land before service support only if the empty overlay leaves generated
+resources unchanged. **Production declaration publication must follow deployed
+github/agentfinder#557 foundation and github/copilot-ecosystem#1625 service
+support**, plus verified redistribution permission. Catalog tooling alone is
+not end-to-end icon delivery.
+
+The current ARD specification is
+[v0.91 (Proposal)](https://github.com/ards-project/ard-spec/blob/49eb4df6f3841ccecc5c31d5175117337b568bdf/spec/ard.md);
+the catalog envelope remains `specVersion: "1.0"`. Both current entry and catalog
+schemas permit scalar metadata extensions, which is why this declaration is flat.
+This change does not adopt JSON-LD contexts or imply support for every behavior
+in the latest proposal.
+
 #### Canvas-only plugins
 
 Catalog entries for plugins whose functionality consists entirely of a GitHub Copilot
@@ -108,6 +259,7 @@ Make sure your file is valid JSON, then regenerate and check the ARD ingestion c
 
 ```bash
 python -m json.tool catalog/<your-publisher>/<augment-name>.json
+python3 -m pip install -r requirements.txt
 python3 scripts/generate_ai_catalog.py
 python3 scripts/generate_ai_catalog.py --check
 ```
diff --git a/README.md b/README.md
index 1683e5f..d45f951 100644
--- a/README.md
+++ b/README.md
@@ -28,8 +28,38 @@ Each augment is a single JSON file under the publisher's directory. The publishe
 
 These per-entry files are the source of truth for contributor-managed entries. The root `ai-catalog.json` is a generated Agentic Resource Discovery (ARD) ingestion artifact that also includes missing entries from GitHub's public MCP catalog. Do not edit it by hand; regenerate it with `python3 scripts/generate_ai_catalog.py`.
 
+Install the generator's image-validation dependency first with
+`python3 -m pip install -r requirements.txt` (preferably in a virtual environment).
+
 The Catalog workflow checks the [GitHub MCP Registry](https://api.mcp.github.com/.well-known/ai-catalog.json) hourly, independently of repository changes, and opens or updates the `automation/update-ai-catalog` pull request when the generated catalog changes. This refresh picks up registry additions and current server-version references; it does not query the general public MCP registry. Refresh changes still require the pull request to be merged before they reach the main-branch catalog. GitHub Actions schedules can be delayed, and a manual workflow run on `main` uses the same publication flow.
 
+## Optional reviewed icons
+
+`catalog-icons.json` is an identity-keyed overlay for both local and
+registry-imported resources. This tooling-only change does not add the file;
+artwork and production declarations are reviewed separately. A missing file
+means no curated icons.
+Declarations use the existing generated `urn:air:` identifier
+and optional exact version, without duplicating resources or changing descriptor
+URLs. Generation adds only the scalar `metadata["com.github.agentfinder.icon.url"]`;
+source provenance stays in the overlay.
+
+Reviewed assets belong under `icons/<publisher>/<asset>.png`, with recorded
+redistribution permission or an explicit approval attestation, a matching SHA-256,
+and immutable commit-pinned HTTPS
+`raw.githubusercontent.com` URLs. Initial validation permits static PNG files up
+to 256 KiB and 512 by 512 pixels. See
+[the icon contribution guide](CONTRIBUTING.md#reviewed-resource-icons) for exact
+fixtures, validation, and addition/replacement/removal instructions. Icons imply
+neither endorsement nor official-product ownership.
+
+Production publication of declarations follows deployed
+[github/agentfinder#557](https://github.com/github/agentfinder/pull/557) and
+[github/copilot-ecosystem#1625](https://github.com/github/copilot-ecosystem/issues/1625)
+service support. Clients continue using optional `metadata.github.icon.url` and
+their existing fallbacks. Catalog validation does not mean the service fetches or
+validates image bytes.
+
 ## Contributing
 
 Want to list your skill or MCP server in the catalog? See **[CONTRIBUTING.md](CONTRIBUTING.md)** for the full guide, including the JSON schema, validation steps, and PR process.
diff --git a/ai-catalog.json b/ai-catalog.json
index b3bc71a..9e2af2d 100644
--- a/ai-catalog.json
+++ b/ai-catalog.json
@@ -22533,7 +22533,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:11:45Z",
+      "updatedAt": "2026-10-14T03:19:37Z",
       "metadata": {
         "readmeUrl": "https://github.com/bittlebitsai/bittlebits-plugin#readme",
         "repository": "https://github.com/bittlebitsai/bittlebits-plugin",
@@ -22545,10 +22545,10 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:ai.bowmark:bowmark",
       "displayName": "Bowmark",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/ai.bowmark%2Fbowmark/versions/8.174.2",
+      "url": "https://api.mcp.github.com/v0.1/servers/ai.bowmark%2Fbowmark/versions/8.175.1",
       "description": "Do things on live websites: prices, availability, quotes, bookings, anything behind a form or login.",
-      "version": "8.174.2",
-      "updatedAt": "2026-10-13T18:11:49Z",
+      "version": "8.175.1",
+      "updatedAt": "2026-10-14T03:20:05Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/bowmark-ai/skill#readme",
@@ -22577,7 +22577,7 @@
         "supplements"
       ],
       "version": "0.2.0",
-      "updatedAt": "2026-10-13T18:12:02Z",
+      "updatedAt": "2026-10-14T03:20:27Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/colorcatalyst/catalyst-mcp#readme",
@@ -22593,7 +22593,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/ai.certscore%2Fmcp-light/versions/0.2.26",
       "description": "Free website privacy scanner for pre-consent cookies, trackers, consent, policy, and HTTPS/TLS.",
       "version": "0.2.26",
-      "updatedAt": "2026-10-13T18:12:15Z",
+      "updatedAt": "2026-10-14T03:20:32Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/ergoveritas1-alt/certscore.ai/tree/HEAD/packages/certscore-mcp",
@@ -22610,7 +22610,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/ai.connectmachine%2Fconnectmachine/versions/1.0.8",
       "description": "Manage your ConnectMachine contacts, networks, events, and digital business cards.",
       "version": "1.0.8",
-      "updatedAt": "2026-10-13T18:12:27Z",
+      "updatedAt": "2026-10-14T03:20:56Z",
       "metadata": {
         "readmeUrl": "https://github.com/connectmachine/mcp-server#readme",
         "repository": "https://github.com/connectmachine/mcp-server",
@@ -22637,7 +22637,7 @@
         "domain-registration"
       ],
       "version": "0.5.0",
-      "updatedAt": "2026-10-13T18:12:40Z",
+      "updatedAt": "2026-10-14T03:21:24Z",
       "metadata": {
         "readmeUrl": "https://github.com/CUSTOM-DOMAIN-APP/customdomain-mcp#readme",
         "repository": "https://github.com/CUSTOM-DOMAIN-APP/customdomain-mcp",
@@ -22659,7 +22659,7 @@
         "model-context-protocol"
       ],
       "version": "1.2.0",
-      "updatedAt": "2026-10-13T18:12:54Z",
+      "updatedAt": "2026-10-14T03:21:39Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/EmpirioLabs-AI/mcp#readme",
@@ -22685,7 +22685,7 @@
         "medianeria"
       ],
       "version": "1.0.4",
-      "updatedAt": "2026-10-13T18:13:00Z",
+      "updatedAt": "2026-10-14T03:21:53Z",
       "metadata": {
         "readmeUrl": "https://github.com/CMS87/epinu-mcp#readme",
         "repository": "https://github.com/CMS87/epinu-mcp",
@@ -22700,7 +22700,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/ai.example4%2Fxmp4/versions/1.2.6",
       "description": "OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.",
       "version": "1.2.6",
-      "updatedAt": "2026-10-13T18:13:06Z",
+      "updatedAt": "2026-10-14T03:22:23Z",
       "metadata": {
         "primaryLanguage": "HTML",
         "readmeUrl": "https://github.com/0ics-srls/lsai-xmp4.public#readme",
@@ -22729,7 +22729,7 @@
         "synthetic-panel"
       ],
       "version": "2.0.2",
-      "updatedAt": "2026-10-13T18:13:17Z",
+      "updatedAt": "2026-10-14T03:22:41Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/minds-ai-co/minds-mcp#readme",
@@ -22755,7 +22755,7 @@
         "dsh-plugin"
       ],
       "version": "0.9.0",
-      "updatedAt": "2026-10-13T18:13:26Z",
+      "updatedAt": "2026-10-14T03:22:57Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/puffo-ai/huddo-mcp#readme",
@@ -22779,7 +22779,7 @@
         "web-search"
       ],
       "version": "0.1.2",
-      "updatedAt": "2026-10-13T18:13:28Z",
+      "updatedAt": "2026-10-14T03:23:17Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/keenableai/keenable-mcp#readme",
@@ -22807,7 +22807,7 @@
         "semantic-graph"
       ],
       "version": "0.8.6",
-      "updatedAt": "2026-10-13T18:13:40Z",
+      "updatedAt": "2026-10-14T03:23:35Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/kinlab-ai/kin#readme",
@@ -22835,7 +22835,7 @@
         "claude-code"
       ],
       "version": "1.22.1",
-      "updatedAt": "2026-10-13T18:13:51Z",
+      "updatedAt": "2026-10-14T03:23:43Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/Nauro-AI/nauro#readme",
@@ -22862,7 +22862,7 @@
         "websearch"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:13:53Z",
+      "updatedAt": "2026-10-14T03:23:49Z",
       "metadata": {
         "readmeUrl": "https://github.com/parallel-web/search-mcp#readme",
         "repository": "https://github.com/parallel-web/search-mcp",
@@ -22885,7 +22885,7 @@
         "model-context-protocol"
       ],
       "version": "0.22.0",
-      "updatedAt": "2026-10-13T18:13:54Z",
+      "updatedAt": "2026-10-14T03:23:55Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/plori-ai/plori#readme",
@@ -22913,7 +22913,7 @@
         "instagram"
       ],
       "version": "1.11.0",
-      "updatedAt": "2026-10-13T18:13:56Z",
+      "updatedAt": "2026-10-14T03:24:01Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/posteverywhere/mcp#readme",
@@ -22939,7 +22939,7 @@
         "mcp-server"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:13:57Z",
+      "updatedAt": "2026-10-14T03:24:07Z",
       "metadata": {
         "readmeUrl": "https://github.com/qualityclouds/norma-mcp#readme",
         "repository": "https://github.com/qualityclouds/norma-mcp",
@@ -22964,7 +22964,7 @@
         "mcp-server"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:13:59Z",
+      "updatedAt": "2026-10-14T03:24:12Z",
       "metadata": {
         "readmeUrl": "https://github.com/streamfog/quillm-plugin#readme",
         "repository": "https://github.com/streamfog/quillm-plugin",
@@ -22991,7 +22991,7 @@
         "accounting"
       ],
       "version": "1.10.2",
-      "updatedAt": "2026-10-13T18:14:01Z",
+      "updatedAt": "2026-10-14T03:24:18Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/RoboFinSystems/robosystems#readme",
@@ -23011,7 +23011,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:14:02Z",
+      "updatedAt": "2026-10-14T03:24:24Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/aetherBytes/rokha-sdk#readme",
@@ -23040,7 +23040,7 @@
         "search-analytics"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:14:11Z",
+      "updatedAt": "2026-10-14T03:24:30Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/AndreyAzimov/searchconsole-ai#readme",
@@ -23068,7 +23068,7 @@
         "antigravity"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:14:23Z",
+      "updatedAt": "2026-10-14T03:24:36Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Minh42/seomatic-mcp#readme",
@@ -23091,7 +23091,7 @@
         "project-management"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:14:24Z",
+      "updatedAt": "2026-10-14T03:24:41Z",
       "metadata": {
         "readmeUrl": "https://github.com/taskfolk/mcp#readme",
         "repository": "https://github.com/taskfolk/mcp",
@@ -23118,7 +23118,7 @@
         "retail"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:14:35Z",
+      "updatedAt": "2026-10-14T03:24:47Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/twelfth-ai/twelfth-mcp#readme",
@@ -23146,7 +23146,7 @@
         "agent-skills"
       ],
       "version": "0.6.8",
-      "updatedAt": "2026-10-13T18:14:41Z",
+      "updatedAt": "2026-10-14T03:24:53Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/vaaya-ai/vaaya-mcp#readme",
@@ -23211,7 +23211,7 @@
         "x402"
       ],
       "version": "1.3.0",
-      "updatedAt": "2026-10-13T18:15:11Z",
+      "updatedAt": "2026-10-14T03:25:04Z",
       "metadata": {
         "readmeUrl": "https://github.com/socialbitro/agentbit-mcp#readme",
         "repository": "https://github.com/socialbitro/agentbit-mcp",
@@ -23226,7 +23226,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/app.causely%2Fcausely/versions/1.0.1",
       "description": "Causal reasoning for reliability: root cause, blast radius, and service health for agents.",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:15:14Z",
+      "updatedAt": "2026-10-14T03:25:10Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/causely-oss/causely-client#readme",
@@ -23243,7 +23243,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/app.clicon%2Flotus/versions/1.27.0",
       "description": "Measure how AI assistants cite your brand. Returns measured data and ready-to-apply fixes.",
       "version": "1.27.0",
-      "updatedAt": "2026-10-13T18:15:20Z",
+      "updatedAt": "2026-10-14T03:25:21Z",
       "metadata": {
         "readmeUrl": "https://github.com/martinendara/lotus-mcp#readme",
         "repository": "https://github.com/martinendara/lotus-mcp",
@@ -23269,7 +23269,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.75",
-      "updatedAt": "2026-10-13T18:15:29Z",
+      "updatedAt": "2026-10-14T03:25:27Z",
       "metadata": {
         "readmeUrl": "https://github.com/desktop-commander/remote-desktop-commander#readme",
         "repository": "https://github.com/desktop-commander/remote-desktop-commander",
@@ -23296,7 +23296,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:15:45Z",
+      "updatedAt": "2026-10-14T03:25:33Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/glifxyz/glif-mcp-server#readme",
@@ -23313,7 +23313,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/app.lucid.mcp%2Flucid/versions/1.0.0",
       "description": "Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:16:02Z",
+      "updatedAt": "2026-10-14T03:25:43Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/lucidsoftware/lucid-mcp-server#readme",
@@ -23337,7 +23337,7 @@
         "twitter"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:16:17Z",
+      "updatedAt": "2026-10-14T03:25:49Z",
       "metadata": {
         "readmeUrl": "https://github.com/robinfaraj/postel-mcp#readme",
         "repository": "https://github.com/robinfaraj/postel-mcp",
@@ -23364,7 +23364,7 @@
         "websocket"
       ],
       "version": "0.6.0",
-      "updatedAt": "2026-10-13T18:16:35Z",
+      "updatedAt": "2026-10-14T03:25:55Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/pensados/sentinelx-cloud-core#readme",
@@ -23444,7 +23444,7 @@
         "social-insurance"
       ],
       "version": "1.3.0",
-      "updatedAt": "2026-10-13T18:18:40Z",
+      "updatedAt": "2026-10-14T03:26:06Z",
       "metadata": {
         "readmeUrl": "https://github.com/salvador-creator/clino-mcp#readme",
         "repository": "https://github.com/salvador-creator/clino-mcp",
@@ -23465,14 +23465,14 @@
         "readmeUrl": "https://github.com/chroma-core/chroma-mcp#readme",
         "repository": "https://github.com/chroma-core/chroma-mcp",
         "repositorySource": "github",
-        "stargazerCount": 600
+        "stargazerCount": 599
       }
     },
     {
       "identifier": "urn:air:registry.modelcontextprotocol.io:cloud.dchub:mcp-server",
       "displayName": "DC Hub — Data Center Site Selection & Colocation: Electricity, Power Grid, Gas, Fiber",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/cloud.dchub%2Fmcp-server/versions/2.12.36",
+      "url": "https://api.mcp.github.com/v0.1/servers/cloud.dchub%2Fmcp-server/versions/2.12.37",
       "description": "DCPI grid-power scores for 300+ markets, plus capacity to buy or lease; query and cite.",
       "tags": [
         "ai-tools",
@@ -23486,8 +23486,8 @@
         "market-intelligence",
         "mcp"
       ],
-      "version": "2.12.36",
-      "updatedAt": "2026-10-13T18:19:02Z",
+      "version": "2.12.37",
+      "updatedAt": "2026-10-14T03:26:08Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/azmartone67/dchub-mcp-server#readme",
@@ -23504,7 +23504,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/cloud.eresourcescheduler.app%2Feresource-scheduler/versions/1.0.0",
       "description": "Enterprise resource scheduling for optimal utilization and higher margins.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:19:08Z",
+      "updatedAt": "2026-10-14T03:26:21Z",
       "metadata": {
         "readmeUrl": "https://github.com/enbraun-org/eRS-MCP#readme",
         "repository": "https://github.com/enbraun-org/eRS-MCP",
@@ -23519,7 +23519,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/co.axiom%2Fmcp/versions/1.0.0",
       "description": "List datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:19:13Z",
+      "updatedAt": "2026-10-14T03:26:39Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/axiomhq/mcp/tree/HEAD/apps/mcp",
@@ -23535,7 +23535,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/co.flowleap%2Fflowleap/versions/1.0.1",
       "description": "EPO/USPTO search, citations, OCR, plus PATSTAT Portfolio Analytics, guarded SQL and Graph Analytics.",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:19:19Z",
+      "updatedAt": "2026-10-14T03:26:44Z",
       "metadata": {
         "readmeUrl": "https://github.com/flowleap-ai/flowleap-mcp#readme",
         "repository": "https://github.com/flowleap-ai/flowleap-mcp",
@@ -23550,7 +23550,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/co.sofya%2Fsofya/versions/1.27.1",
       "description": "Web search, fetch, extract, and research for AI agents. Markdown output + AI-synthesized answers.",
       "version": "1.27.1",
-      "updatedAt": "2026-10-13T18:19:24Z",
+      "updatedAt": "2026-10-14T03:26:50Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/sofya-co/sofya-mcp#readme",
@@ -23579,7 +23579,7 @@
         "w2-staffing"
       ],
       "version": "1.7.2",
-      "updatedAt": "2026-10-13T18:19:36Z",
+      "updatedAt": "2026-10-14T03:27:05Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/tempguru-co/tempguru-mcp#readme",
@@ -23648,7 +23648,7 @@
         "model-context-protocol"
       ],
       "version": "0.3.1",
-      "updatedAt": "2026-10-13T18:19:47Z",
+      "updatedAt": "2026-10-14T03:27:24Z",
       "metadata": {
         "readmeUrl": "https://github.com/adsuploader/meta-ads-mcp#readme",
         "repository": "https://github.com/adsuploader/meta-ads-mcp",
@@ -23663,7 +23663,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.agilitycms%2Fmcp-server/versions/2.6.0",
       "description": "An MCP server that provides access to Agility CMS.  See https://mcp.agilitycms.com for more details.",
       "version": "2.6.0",
-      "updatedAt": "2026-10-13T18:19:49Z",
+      "updatedAt": "2026-10-14T03:27:29Z",
       "metadata": {
         "readmeUrl": "https://github.com/agility/mcp-server#readme",
         "repository": "https://github.com/agility/mcp-server",
@@ -23689,7 +23689,7 @@
         "model-context-protocol"
       ],
       "version": "1.8.5",
-      "updatedAt": "2026-10-13T18:19:59Z",
+      "updatedAt": "2026-10-14T03:27:35Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/aiapplyd/aiapplyd-mcp#readme",
@@ -23718,7 +23718,7 @@
         "mcp"
       ],
       "version": "2.1.2",
-      "updatedAt": "2026-10-13T18:20:05Z",
+      "updatedAt": "2026-10-14T03:27:41Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/na77tech-creator/aikstockdata#readme",
@@ -23747,7 +23747,7 @@
         "claude-code-plugin"
       ],
       "version": "0.7.0",
-      "updatedAt": "2026-10-13T18:20:07Z",
+      "updatedAt": "2026-10-14T03:27:47Z",
       "metadata": {
         "readmeUrl": "https://github.com/Airport-Lounge-List/mcp-server#readme",
         "repository": "https://github.com/Airport-Lounge-List/mcp-server",
@@ -23765,7 +23765,7 @@
         "gemini-cli-extension"
       ],
       "version": "0.1.2",
-      "updatedAt": "2026-10-13T18:20:12Z",
+      "updatedAt": "2026-10-14T03:27:52Z",
       "metadata": {
         "readmeUrl": "https://github.com/alfanestlabs/alfanest-relay#readme",
         "repository": "https://github.com/alfanestlabs/alfanest-relay",
@@ -23786,13 +23786,13 @@
         "mcp-server"
       ],
       "version": "0.18.0",
-      "updatedAt": "2026-10-13T18:20:17Z",
+      "updatedAt": "2026-10-14T03:27:58Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/apify/apify-mcp-server#readme",
         "repository": "https://github.com/apify/apify-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 10980
+        "stargazerCount": 11067
       }
     },
     {
@@ -23814,13 +23814,13 @@
         "cursor"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-10-13T18:20:20Z",
+      "updatedAt": "2026-10-14T03:28:05Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/atlassian/atlassian-mcp-server#readme",
         "repository": "https://github.com/atlassian/atlassian-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 1090,
+        "stargazerCount": 1091,
         "websiteUrl": "https://support.atlassian.com/atlassian-rovo-mcp-server/docs/getting-started-with-the-atlassian-remote-mcp-server/"
       }
     },
@@ -23831,7 +23831,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.atom%2Fpremium-domains/versions/2.0.7",
       "description": "Search, appraise, trademark-check, and buy premium brandable domain names from Atom.com.",
       "version": "2.0.7",
-      "updatedAt": "2026-10-13T18:20:21Z",
+      "updatedAt": "2026-10-14T03:28:11Z",
       "metadata": {
         "readmeUrl": "https://github.com/atomdomains/atom-mcp-server#readme",
         "repository": "https://github.com/atomdomains/atom-mcp-server",
@@ -23846,7 +23846,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fatc/versions/1.0.1",
       "description": "Provides access to Avalara Tax Content: TTE configs, jobs, communications, lodging, autorental",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:20:25Z",
+      "updatedAt": "2026-10-14T03:28:16Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23862,7 +23862,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Favatax/versions/1.0.1",
       "description": "Access Avalara AvaTax API for tax calculation, transactions, nexus management, and compliance",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:20:29Z",
+      "updatedAt": "2026-10-14T03:28:22Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23878,7 +23878,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fbl/versions/1.0.0",
       "description": "Provides access to Avalara Tax Registration and Business Licenses APIs for filings and registrations",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:20:30Z",
+      "updatedAt": "2026-10-14T03:28:27Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23894,7 +23894,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fclassification/versions/1.0.0",
       "description": "Classify, validate & verify HS codes and access tariff compliance data for cross-border trade",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:20:34Z",
+      "updatedAt": "2026-10-14T03:28:33Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23910,7 +23910,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fcross-border/versions/1.0.0",
       "description": "Cross-border duty-rate and Trade & Tariff content lookups with product compliance and restrictions",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:20:35Z",
+      "updatedAt": "2026-10-14T03:28:39Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23926,7 +23926,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fdocs/versions/1.0.1",
       "description": "Provides access to Avalara developer documentation, integration guides, and code examples",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:20:36Z",
+      "updatedAt": "2026-10-14T03:28:44Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23942,7 +23942,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Felr/versions/1.0.0",
       "description": "Provides access to Avalara E-Invoicing and Live Reporting APIs for document statuses and compliance",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:20:39Z",
+      "updatedAt": "2026-10-14T03:28:50Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23958,7 +23958,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Freturns/versions/1.0.1",
       "description": "Provides access to Avalara Global Returns API for tax returns, filing calendars, and compliance data",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:20:41Z",
+      "updatedAt": "2026-10-14T03:28:55Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23986,7 +23986,7 @@
         "travel"
       ],
       "version": "3.0.0",
-      "updatedAt": "2026-10-13T18:20:44Z",
+      "updatedAt": "2026-10-14T03:29:01Z",
       "metadata": {
         "readmeUrl": "https://github.com/AwardTravelFinder/mcp#readme",
         "repository": "https://github.com/AwardTravelFinder/mcp",
@@ -24011,7 +24011,7 @@
         "newsletter"
       ],
       "version": "0.1.0",
-      "updatedAt": "2026-10-13T18:20:48Z",
+      "updatedAt": "2026-10-14T03:29:07Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/beehiiv/agents#readme",
@@ -24028,7 +24028,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.bigdata%2Fbigdata-mcp/versions/1.2.1",
       "description": "Licensed, cited financial data for AI agents: news, filings, transcripts, research and tearsheets.",
       "version": "1.2.1",
-      "updatedAt": "2026-10-13T18:20:50Z",
+      "updatedAt": "2026-10-14T03:29:12Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/Bigdata-com/bigdata-plugins-marketplace#readme",
@@ -24045,7 +24045,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.blackduck%2Fmcp-server/versions/1.1.8",
       "description": "AI-powered security scanning using Black Duck Signal for vulnerability detection.",
       "version": "1.1.8",
-      "updatedAt": "2026-10-13T18:20:51Z",
+      "updatedAt": "2026-10-14T03:29:18Z",
       "metadata": {
         "readmeUrl": "https://github.com/blackducksoftware/mcp-server#readme",
         "repository": "https://github.com/blackducksoftware/mcp-server",
@@ -24060,7 +24060,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.breckenwander%2Ftravel-connector/versions/0.2.1",
       "description": "Search flights, hotels & experiences at all-in prices, then build a trip on breckenwander.com.",
       "version": "0.2.1",
-      "updatedAt": "2026-10-13T18:20:52Z",
+      "updatedAt": "2026-10-14T03:29:24Z",
       "metadata": {
         "primaryLanguage": "Dockerfile",
         "readmeUrl": "https://github.com/durwardjohnson/breckenwander-travel-connector#readme",
@@ -24088,7 +24088,7 @@
         "vscode"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:20:53Z",
+      "updatedAt": "2026-10-14T03:29:30Z",
       "metadata": {
         "readmeUrl": "https://github.com/cherry-it/cavyro-mcp#readme",
         "repository": "https://github.com/cherry-it/cavyro-mcp",
@@ -24112,7 +24112,7 @@
         "mcp"
       ],
       "version": "0.12.0",
-      "updatedAt": "2026-10-13T18:20:55Z",
+      "updatedAt": "2026-10-14T03:29:35Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/celigo/ai#readme",
@@ -24139,7 +24139,7 @@
         "web3"
       ],
       "version": "1.11.1",
-      "updatedAt": "2026-10-13T18:20:56Z",
+      "updatedAt": "2026-10-14T03:29:41Z",
       "metadata": {
         "readmeUrl": "https://github.com/chainstacklabs/mcp-server#readme",
         "repository": "https://github.com/chainstacklabs/mcp-server",
@@ -24167,7 +24167,7 @@
         "gemini-cli"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:20:58Z",
+      "updatedAt": "2026-10-14T03:29:47Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/Checkmarx/cx-agentic-ai#readme",
@@ -24195,7 +24195,7 @@
         "federated-sql"
       ],
       "version": "2.7.3",
-      "updatedAt": "2026-10-13T18:21:00Z",
+      "updatedAt": "2026-10-14T03:29:53Z",
       "metadata": {
         "primaryLanguage": "Dockerfile",
         "readmeUrl": "https://github.com/slotix/dbconvert-streams-public#readme",
@@ -24224,7 +24224,7 @@
         "audit-trail"
       ],
       "version": "0.1.6",
-      "updatedAt": "2026-10-13T18:21:05Z",
+      "updatedAt": "2026-10-14T03:29:59Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/decionis/agent-safe-pipeline/tree/HEAD/packages/commerce-mcp",
@@ -24254,7 +24254,7 @@
         "voice-ai"
       ],
       "version": "0.1.0",
-      "updatedAt": "2026-10-13T18:21:10Z",
+      "updatedAt": "2026-10-14T03:30:04Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/SkillfulAgents/dialmcp-connector#readme",
@@ -24271,7 +24271,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.easyship%2Fmcp/versions/0.6.5",
       "description": "Connect Easyship to compare rates, create shipments, buy labels, and track packages globally.",
       "version": "0.6.5",
-      "updatedAt": "2026-10-13T18:21:11Z",
+      "updatedAt": "2026-10-14T03:30:10Z",
       "metadata": {
         "readmeUrl": "https://github.com/easyship/easyship-mcp-plugin#readme",
         "repository": "https://github.com/easyship/easyship-mcp-plugin",
@@ -24285,13 +24285,13 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.figma.mcp%2Fmcp/versions/1.0.3",
       "description": "The Figma MCP server brings Figma design context directly into your AI workflow.",
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:21:15Z",
+      "updatedAt": "2026-10-14T03:30:16Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/figma/mcp-server-guide#readme",
         "repository": "https://github.com/figma/mcp-server-guide",
         "repositorySource": "github",
-        "stargazerCount": 2069
+        "stargazerCount": 2070
       }
     },
     {
@@ -24313,7 +24313,7 @@
         "travel"
       ],
       "version": "1.2.0",
-      "updatedAt": "2026-10-13T18:21:17Z",
+      "updatedAt": "2026-10-14T03:30:22Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/mtnrabi/google-flights-mcp#readme",
@@ -24340,7 +24340,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:21:20Z",
+      "updatedAt": "2026-10-14T03:30:23Z",
       "metadata": {
         "readmeUrl": "https://github.com/Flight-Queue/mcp#readme",
         "repository": "https://github.com/Flight-Queue/mcp",
@@ -24367,7 +24367,7 @@
         "gemini-cli-extension"
       ],
       "version": "6.0.0",
-      "updatedAt": "2026-10-13T18:21:22Z",
+      "updatedAt": "2026-10-14T03:30:30Z",
       "metadata": {
         "readmeUrl": "https://github.com/FlightSeatmap/mcp#readme",
         "repository": "https://github.com/FlightSeatmap/mcp",
@@ -24392,7 +24392,7 @@
         "model-context-protocol"
       ],
       "version": "1.1.3",
-      "updatedAt": "2026-10-13T18:21:27Z",
+      "updatedAt": "2026-10-14T03:30:36Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/drknowhow/fluxdots-mcp#readme",
@@ -24419,7 +24419,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:21:30Z",
+      "updatedAt": "2026-10-14T03:30:44Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/QuantumCoderSys/formasty-mcp#readme",
@@ -24445,7 +24445,7 @@
         "model-context-protocol"
       ],
       "version": "1.2.2",
-      "updatedAt": "2026-10-13T18:21:31Z",
+      "updatedAt": "2026-10-14T03:30:49Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/getappniche-com/mcp#readme",
@@ -24470,7 +24470,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:21:37Z",
+      "updatedAt": "2026-10-14T03:30:55Z",
       "metadata": {
         "readmeUrl": "https://github.com/getclera/mcp#readme",
         "repository": "https://github.com/getclera/mcp",
@@ -24486,7 +24486,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.getfirmament%2Ffirmament/versions/0.1.1",
       "description": "Your team's shared, verified knowledge for AI agents: ask what's true, record what you learn.",
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:21:42Z",
+      "updatedAt": "2026-10-14T03:30:56Z",
       "metadata": {
         "readmeUrl": "https://github.com/spkenny455/firmament-mcp#readme",
         "repository": "https://github.com/spkenny455/firmament-mcp",
@@ -24501,7 +24501,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.getguru%2Fmcp-server/versions/1.0.2",
       "description": "Guru MCP Server - Connect AI tools to your Guru knowledge base",
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:21:44Z",
+      "updatedAt": "2026-10-14T03:31:06Z",
       "metadata": {
         "readmeUrl": "https://github.com/guruhq/remote-mcp-server#readme",
         "repository": "https://github.com/guruhq/remote-mcp-server",
@@ -24517,7 +24517,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.getunblocked%2Funblocked-mcp/versions/1.0.2",
       "description": "Unblocked is the context layer for agentic software development.",
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:21:45Z",
+      "updatedAt": "2026-10-14T03:31:12Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/unblocked/skills#readme",
@@ -24543,7 +24543,7 @@
         "wp-agent"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:21:51Z",
+      "updatedAt": "2026-10-14T03:31:19Z",
       "metadata": {
         "readmeUrl": "https://github.com/yaniv-fink/wp-agent-mcp#readme",
         "repository": "https://github.com/yaniv-fink/wp-agent-mcp",
@@ -24569,7 +24569,7 @@
         "modelcontextprotocol"
       ],
       "version": "1.2.1",
-      "updatedAt": "2026-10-13T18:21:52Z",
+      "updatedAt": "2026-10-14T03:31:26Z",
       "metadata": {
         "readmeUrl": "https://github.com/gleanwork/remote-mcp-server#readme",
         "repository": "https://github.com/gleanwork/remote-mcp-server",
@@ -24597,7 +24597,7 @@
         "real-estate"
       ],
       "version": "1.0.8",
-      "updatedAt": "2026-10-13T18:21:53Z",
+      "updatedAt": "2026-10-14T03:31:39Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/airbnb-mcp#readme",
@@ -24626,7 +24626,7 @@
         "mcp"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:21:55Z",
+      "updatedAt": "2026-10-14T03:31:54Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/amazon-mcp#readme",
@@ -24655,7 +24655,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:21:56Z",
+      "updatedAt": "2026-10-14T03:32:05Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/bing-mcp#readme",
@@ -24684,7 +24684,7 @@
         "mcp"
       ],
       "version": "1.0.8",
-      "updatedAt": "2026-10-13T18:22:01Z",
+      "updatedAt": "2026-10-14T03:32:18Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/booking-mcp#readme",
@@ -24713,7 +24713,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.7",
-      "updatedAt": "2026-10-13T18:22:03Z",
+      "updatedAt": "2026-10-14T03:32:29Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/duckduckgo-mcp#readme",
@@ -24742,7 +24742,7 @@
         "mcp"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:22:06Z",
+      "updatedAt": "2026-10-14T03:32:38Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/facebook-mcp#readme",
@@ -24771,7 +24771,7 @@
         "mcp-server"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:22:08Z",
+      "updatedAt": "2026-10-14T03:32:45Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/glassdoor-mcp#readme",
@@ -24800,7 +24800,7 @@
         "mcp"
       ],
       "version": "1.0.7",
-      "updatedAt": "2026-10-13T18:22:09Z",
+      "updatedAt": "2026-10-14T03:32:51Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/google-flights-mcp#readme",
@@ -24829,7 +24829,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:22:11Z",
+      "updatedAt": "2026-10-14T03:32:56Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/google-images-mcp#readme",
@@ -24858,7 +24858,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.7",
-      "updatedAt": "2026-10-13T18:22:17Z",
+      "updatedAt": "2026-10-14T03:33:02Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/google-maps-mcp#readme",
@@ -24887,7 +24887,7 @@
         "mcp"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:22:18Z",
+      "updatedAt": "2026-10-14T03:33:08Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/google-scholar-mcp#readme",
@@ -24916,7 +24916,7 @@
         "mcp-server"
       ],
       "version": "1.0.7",
-      "updatedAt": "2026-10-13T18:22:32Z",
+      "updatedAt": "2026-10-14T03:33:14Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/google-search-mcp#readme",
@@ -24945,7 +24945,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.7",
-      "updatedAt": "2026-10-13T18:22:36Z",
+      "updatedAt": "2026-10-14T03:33:20Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/google-trends-mcp#readme",
@@ -24974,7 +24974,7 @@
         "amazon"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:22:47Z",
+      "updatedAt": "2026-10-14T03:33:27Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/hasdata-mcp#readme",
@@ -25003,7 +25003,7 @@
         "mcp"
       ],
       "version": "1.0.8",
-      "updatedAt": "2026-10-13T18:22:53Z",
+      "updatedAt": "2026-10-14T03:33:32Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/indeed-mcp#readme",
@@ -25032,7 +25032,7 @@
         "mcp"
       ],
       "version": "1.0.8",
-      "updatedAt": "2026-10-13T18:23:01Z",
+      "updatedAt": "2026-10-14T03:33:38Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/instagram-mcp#readme",
@@ -25061,7 +25061,7 @@
         "property-data"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:23:07Z",
+      "updatedAt": "2026-10-14T03:33:44Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/redfin-mcp#readme",
@@ -25090,7 +25090,7 @@
         "price-monitoring"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:23:10Z",
+      "updatedAt": "2026-10-14T03:33:50Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/shopify-mcp#readme",
@@ -25119,7 +25119,7 @@
         "tiktok"
       ],
       "version": "1.0.7",
-      "updatedAt": "2026-10-13T18:23:16Z",
+      "updatedAt": "2026-10-14T03:33:56Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/tiktok-mcp#readme",
@@ -25148,7 +25148,7 @@
         "price-monitoring"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:23:23Z",
+      "updatedAt": "2026-10-14T03:33:57Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/walmart-mcp#readme",
@@ -25177,7 +25177,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:23:24Z",
+      "updatedAt": "2026-10-14T03:34:00Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/web-scraping-mcp#readme",
@@ -25206,7 +25206,7 @@
         "mcp-server"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:23:31Z",
+      "updatedAt": "2026-10-14T03:34:05Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/yellowpages-mcp#readme",
@@ -25235,7 +25235,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:23:35Z",
+      "updatedAt": "2026-10-14T03:34:11Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/yelp-mcp#readme",
@@ -25264,7 +25264,7 @@
         "youtube-scraper"
       ],
       "version": "1.0.9",
-      "updatedAt": "2026-10-13T18:23:38Z",
+      "updatedAt": "2026-10-14T03:34:17Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/youtube-mcp#readme",
@@ -25293,7 +25293,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.8",
-      "updatedAt": "2026-10-13T18:23:40Z",
+      "updatedAt": "2026-10-14T03:34:23Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/HasData/zillow-mcp#readme",
@@ -25310,7 +25310,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.hitsteps%2Fanalytics-operations/versions/1.1.4",
       "description": "AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats.",
       "version": "1.1.4",
-      "updatedAt": "2026-10-13T18:23:44Z",
+      "updatedAt": "2026-10-14T03:34:29Z",
       "metadata": {
         "readmeUrl": "https://github.com/Hitsteps/MCP#readme",
         "repository": "https://github.com/Hitsteps/MCP",
@@ -25337,7 +25337,7 @@
         "technical-drawing"
       ],
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:23:47Z",
+      "updatedAt": "2026-10-14T03:34:34Z",
       "metadata": {
         "primaryLanguage": "Dockerfile",
         "readmeUrl": "https://github.com/imnoo-team/drawing-converter-mcp#readme",
@@ -25353,7 +25353,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.industry-lens%2Fmcp-public/versions/0.2.0",
       "description": "B2B SaaS competitor pricing changes, strategic moves, market landscapes, reports and comparisons.",
       "version": "0.2.0",
-      "updatedAt": "2026-10-13T18:23:54Z",
+      "updatedAt": "2026-10-14T03:34:40Z",
       "metadata": {
         "readmeUrl": "https://github.com/IndustryLensOp/industrylens-mcp-docs#readme",
         "repository": "https://github.com/IndustryLensOp/industrylens-mcp-docs",
@@ -25377,7 +25377,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:24:01Z",
+      "updatedAt": "2026-10-14T03:34:41Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Kema-Studio/kema-invoice-mcp#readme",
@@ -25393,7 +25393,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.limrun%2Fmcp/versions/0.3.2",
       "description": "Cloud iOS simulators and Android emulators your agent can create, drive, and throw away.",
       "version": "0.3.2",
-      "updatedAt": "2026-10-13T18:24:07Z",
+      "updatedAt": "2026-10-14T03:34:48Z",
       "metadata": {
         "readmeUrl": "https://github.com/limrun-inc/mcp#readme",
         "repository": "https://github.com/limrun-inc/mcp",
@@ -25416,7 +25416,7 @@
         "trading"
       ],
       "version": "0.9.0",
-      "updatedAt": "2026-10-13T18:24:09Z",
+      "updatedAt": "2026-10-14T03:34:53Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/longbridge/longbridge-mcp#readme",
@@ -25433,7 +25433,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.maatsii%2Flinreg/versions/1.5.2",
       "description": "Live LinReg fan charts, 64-setup playbook, 11-section MTF TA. Remote MCP, no API key.",
       "version": "1.5.2",
-      "updatedAt": "2026-10-13T18:24:21Z",
+      "updatedAt": "2026-10-14T03:34:59Z",
       "metadata": {
         "readmeUrl": "https://github.com/BL3IP/maatsii-cursor-plugin#readme",
         "repository": "https://github.com/BL3IP/maatsii-cursor-plugin",
@@ -25451,7 +25451,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:24:25Z",
+      "updatedAt": "2026-10-14T03:35:05Z",
       "metadata": {
         "readmeUrl": "https://github.com/mablhq/mabl-mcp-server#readme",
         "repository": "https://github.com/mablhq/mabl-mcp-server",
@@ -25478,7 +25478,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:24:26Z",
+      "updatedAt": "2026-10-14T03:35:11Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/macfax/macfax-mcp#readme",
@@ -25504,7 +25504,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:24:27Z",
+      "updatedAt": "2026-10-14T03:35:16Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/anrawool/mailrith-agent-platform/tree/HEAD/packages/mcp-server",
@@ -25531,7 +25531,7 @@
         "streamable-http"
       ],
       "version": "1.0.5",
-      "updatedAt": "2026-10-13T18:24:30Z",
+      "updatedAt": "2026-10-14T03:35:22Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Albretsen/MCPEmails#readme",
@@ -25556,7 +25556,7 @@
         "persistent-memory"
       ],
       "version": "1.3.2",
-      "updatedAt": "2026-10-13T18:24:32Z",
+      "updatedAt": "2026-10-14T03:35:28Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/gpitrella/memxus-remote-mcp#readme",
@@ -25572,14 +25572,14 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fazure/versions/3.0.0-beta.48",
       "description": "All Azure MCP tools to create a seamless connection between AI agents and Azure services.",
       "version": "3.0.0-beta.48",
-      "updatedAt": "2026-10-13T18:24:39Z",
+      "updatedAt": "2026-10-14T03:35:34Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/microsoft/mcp/tree/HEAD/servers/Azure.Mcp.Server",
         "repository": "https://github.com/microsoft/mcp",
         "repositorySource": "github",
         "repositorySubfolder": "servers/Azure.Mcp.Server",
-        "stargazerCount": 3769,
+        "stargazerCount": 3771,
         "websiteUrl": "https://github.com/microsoft/mcp/tree/main/servers/Azure.Mcp.Server"
       }
     },
@@ -25590,14 +25590,14 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fmicrosoft-fabric/versions/1.4.0",
       "description": "MCP tools for interacting with Microsoft Fabric",
       "version": "1.4.0",
-      "updatedAt": "2026-10-13T18:24:42Z",
+      "updatedAt": "2026-10-14T03:35:40Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/microsoft/mcp/tree/HEAD/servers/Fabric.Mcp.Server",
         "repository": "https://github.com/microsoft/mcp",
         "repositorySource": "github",
         "repositorySubfolder": "servers/Fabric.Mcp.Server",
-        "stargazerCount": 3769,
+        "stargazerCount": 3771,
         "websiteUrl": "https://github.com/microsoft/mcp/tree/main/servers/Fabric.Mcp.Server"
       }
     },
@@ -25608,7 +25608,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fnuget/versions/1.4.16",
       "description": "A Model Context Protocol (MCP) server for NuGet.",
       "version": "1.4.16",
-      "updatedAt": "2026-10-13T18:24:46Z",
+      "updatedAt": "2026-10-14T03:35:42Z",
       "metadata": {
         "primaryLanguage": "HTML",
         "readmeUrl": "https://github.com/NuGet/Home/tree/HEAD/mcp",
@@ -25625,7 +25625,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fpowerbi-modeling-mcp/versions/1.0.0",
       "description": "The Power BI Authoring MCP server lets an AI agent create and change Power BI semantic models.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:24:54Z",
+      "updatedAt": "2026-10-14T03:35:48Z",
       "metadata": {
         "readmeUrl": "https://github.com/microsoft/powerbi-modeling-mcp.git#readme",
         "repository": "https://github.com/microsoft/powerbi-modeling-mcp.git",
@@ -25640,7 +25640,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fsentinel-data-exploration/versions/1.0.1",
       "description": "Find relevant security data from Sentinel data lake for building effective agents. More:aka.ms/s/de",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:24:56Z",
+      "updatedAt": "2026-10-14T03:35:54Z",
       "metadata": {
         "readmeUrl": "https://github.com/microsoft/sentinel-data-exploration-mcp#readme",
         "repository": "https://github.com/microsoft/sentinel-data-exploration-mcp",
@@ -25659,7 +25659,7 @@
         "mcp-server"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:25:00Z",
+      "updatedAt": "2026-10-14T03:35:59Z",
       "metadata": {
         "readmeUrl": "https://github.com/mobbin/mobbin-mcp-server#readme",
         "repository": "https://github.com/mobbin/mobbin-mcp-server",
@@ -25681,7 +25681,7 @@
         "monday"
       ],
       "version": "0.0.1",
-      "updatedAt": "2026-10-13T18:25:07Z",
+      "updatedAt": "2026-10-14T03:36:05Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mondaycom/mcp#readme",
@@ -25704,7 +25704,7 @@
         "sports-betting"
       ],
       "version": "1.4.5",
-      "updatedAt": "2026-10-13T18:25:10Z",
+      "updatedAt": "2026-10-14T03:36:12Z",
       "metadata": {
         "readmeUrl": "https://github.com/jessejohnsohn/negativeev-mcp#readme",
         "repository": "https://github.com/jessejohnsohn/negativeev-mcp",
@@ -25731,7 +25731,7 @@
         "federated-search"
       ],
       "version": "1.2.1",
-      "updatedAt": "2026-10-13T18:25:11Z",
+      "updatedAt": "2026-10-14T03:36:18Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/neuronto/agentic-resource-discovery#readme",
@@ -25747,8 +25747,17 @@
       "type": "application/mcp-server+json",
       "url": "https://api.mcp.github.com/v0.1/servers/com.nitrosend%2Fnitrosend/versions/0.8.2",
       "description": "AI-native email marketing. Campaigns, automations, transactional, contacts, and analytics.",
+      "tags": [
+        "ai-agent",
+        "email-marketing",
+        "marketing-automation",
+        "mcp",
+        "model-context-protocol",
+        "nitrosend",
+        "stdio-bridge"
+      ],
       "version": "0.8.2",
-      "updatedAt": "2026-10-13T18:25:13Z",
+      "updatedAt": "2026-10-14T03:36:23Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/nitrosend/mcp#readme",
@@ -25762,7 +25771,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:com.offlineprotocol:cli",
       "displayName": "Offline Protocol",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/com.offlineprotocol%2Fcli/versions/0.2.6",
+      "url": "https://api.mcp.github.com/v0.1/servers/com.offlineprotocol%2Fcli/versions/0.2.7",
       "description": "Find Offline Protocol SDK packages, read integration guides, plan and scaffold local apps.",
       "tags": [
         "claude-code",
@@ -25773,8 +25782,8 @@
         "mcp",
         "offline-protocol"
       ],
-      "version": "0.2.6",
-      "updatedAt": "2026-10-13T18:25:16Z",
+      "version": "0.2.7",
+      "updatedAt": "2026-10-14T03:36:30Z",
       "metadata": {
         "readmeUrl": "https://github.com/Offline-Protocol/offline-protocol-agent-plugins#readme",
         "repository": "https://github.com/Offline-Protocol/offline-protocol-agent-plugins",
@@ -25798,7 +25807,7 @@
         "offline-protocol"
       ],
       "version": "0.2.7",
-      "updatedAt": "2026-10-13T18:25:19Z",
+      "updatedAt": "2026-10-14T03:36:36Z",
       "metadata": {
         "readmeUrl": "https://github.com/Offline-Protocol/offline-protocol-agent-plugins#readme",
         "repository": "https://github.com/Offline-Protocol/offline-protocol-agent-plugins",
@@ -25813,7 +25822,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.opslevel%2Fmcp/versions/0.1.1",
       "description": "Query your OpsLevel internal developer portal: catalog, maturity data, and tech docs.",
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:25:20Z",
+      "updatedAt": "2026-10-14T03:36:42Z",
       "metadata": {
         "readmeUrl": "https://github.com/OpsLevel/opslevel-mcp-remote#readme",
         "repository": "https://github.com/OpsLevel/opslevel-mcp-remote",
@@ -25828,7 +25837,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.pageree%2Flanding-pages/versions/1.0.1",
       "description": "Build, publish, capture leads from, measure and improve landing pages from your AI assistant.",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:25:23Z",
+      "updatedAt": "2026-10-14T03:36:48Z",
       "metadata": {
         "readmeUrl": "https://github.com/Pageree/mcp-server#readme",
         "repository": "https://github.com/Pageree/mcp-server",
@@ -25852,7 +25861,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:25:27Z",
+      "updatedAt": "2026-10-14T03:36:53Z",
       "metadata": {
         "readmeUrl": "https://github.com/Built-AI/prism-mcp#readme",
         "repository": "https://github.com/Built-AI/prism-mcp",
@@ -25879,7 +25888,7 @@
         "stock-photos"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:25:29Z",
+      "updatedAt": "2026-10-14T03:36:59Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/Pexafy/pexafy-mcp#readme",
@@ -25907,7 +25916,7 @@
         "copilot"
       ],
       "version": "2.13.0",
-      "updatedAt": "2026-10-13T18:25:30Z",
+      "updatedAt": "2026-10-14T03:37:05Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/postmanlabs/postman-mcp-server#readme",
@@ -25924,7 +25933,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.powmcp%2Fcaption-file-check/versions/0.3.3",
       "description": "Parse WebVTT, SRT, or TTML for conformance, timing, overlaps, line length, and reading speed.",
       "version": "0.3.3",
-      "updatedAt": "2026-10-13T18:25:32Z",
+      "updatedAt": "2026-10-14T03:37:11Z",
       "metadata": {
         "readmeUrl": "https://github.com/powmcp/mcp-server-guide#readme",
         "repository": "https://github.com/powmcp/mcp-server-guide",
@@ -25951,7 +25960,7 @@
         "polymarket"
       ],
       "version": "1.25.0",
-      "updatedAt": "2026-10-13T18:25:36Z",
+      "updatedAt": "2026-10-14T03:37:21Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/predictionmarketspicks/mcp#readme",
@@ -25967,7 +25976,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.prominara%2Fprominara/versions/1.1.6",
       "description": "GEO platform: track brand visibility, citations, sources and measurement verdicts across AI answers.",
       "version": "1.1.6",
-      "updatedAt": "2026-10-13T18:25:40Z",
+      "updatedAt": "2026-10-14T03:37:27Z",
       "metadata": {
         "readmeUrl": "https://github.com/nseara/prominara-mcp#readme",
         "repository": "https://github.com/nseara/prominara-mcp",
@@ -25982,7 +25991,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.publora%2Fmcp-server/versions/1.1.1",
       "description": "Schedule and publish to 10 social platforms: LinkedIn, X, Instagram, TikTok, YouTube, and more.",
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:25:43Z",
+      "updatedAt": "2026-10-14T03:37:34Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/publora/mcp-server#readme",
@@ -26011,7 +26020,7 @@
         "mcp"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:25:44Z",
+      "updatedAt": "2026-10-14T03:37:36Z",
       "metadata": {
         "readmeUrl": "https://github.com/qualityclouds/qualityclouds#readme",
         "repository": "https://github.com/qualityclouds/qualityclouds",
@@ -26032,7 +26041,7 @@
         "model-context-protocol"
       ],
       "version": "3.2.0",
-      "updatedAt": "2026-10-13T18:25:52Z",
+      "updatedAt": "2026-10-14T03:37:42Z",
       "metadata": {
         "readmeUrl": "https://github.com/Relvato/relvato-mcp#readme",
         "repository": "https://github.com/Relvato/relvato-mcp",
@@ -26057,7 +26066,7 @@
         "review-management"
       ],
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:26:01Z",
+      "updatedAt": "2026-10-14T03:37:48Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/reputemap-com/mcp#readme",
@@ -26085,7 +26094,7 @@
         "mobile-design"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:26:13Z",
+      "updatedAt": "2026-10-14T03:37:54Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/screensdesign-com/screensdesign-agent-skill#readme",
@@ -26112,7 +26121,7 @@
         "website-screenshot"
       ],
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:26:21Z",
+      "updatedAt": "2026-10-14T03:37:57Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/screenshotscout/screenshotscout-mcp#readme",
@@ -26135,7 +26144,7 @@
         "seo"
       ],
       "version": "3.1.2",
-      "updatedAt": "2026-10-13T18:26:22Z",
+      "updatedAt": "2026-10-14T03:38:06Z",
       "metadata": {
         "readmeUrl": "https://github.com/eduardmur/searcherries-mcp#readme",
         "repository": "https://github.com/eduardmur/searcherries-mcp",
@@ -26150,7 +26159,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.searchfragments%2Fsearch-fragments/versions/0.2.5",
       "description": "Pieces together films, shows, songs, books, quotes, places and studies from remembered fragments.",
       "version": "0.2.5",
-      "updatedAt": "2026-10-13T18:26:38Z",
+      "updatedAt": "2026-10-14T03:38:13Z",
       "metadata": {
         "readmeUrl": "https://github.com/Searchfragments/search-fragments-mcp#readme",
         "repository": "https://github.com/Searchfragments/search-fragments-mcp",
@@ -26165,7 +26174,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.sherweb%2Fplatform/versions/1.52.10",
       "description": "Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Connect to authenticate.",
       "version": "1.52.10",
-      "updatedAt": "2026-10-13T18:26:39Z",
+      "updatedAt": "2026-10-14T03:38:18Z",
       "metadata": {
         "readmeUrl": "https://github.com/sherweb/platform-mcp#readme",
         "repository": "https://github.com/sherweb/platform-mcp",
@@ -26177,7 +26186,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:com.shipstatic:mcp",
       "displayName": "ShipStatic",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/com.shipstatic%2Fmcp/versions/2.4.2",
+      "url": "https://api.mcp.github.com/v0.1/servers/com.shipstatic%2Fmcp/versions/2.5.0",
       "description": "Deploy static websites from AI agents. Free at mcp.shipstatic.com — no install, no signup.",
       "tags": [
         "ai",
@@ -26191,8 +26200,8 @@
         "static-hosting",
         "static-site"
       ],
-      "version": "2.4.2",
-      "updatedAt": "2026-10-13T18:26:45Z",
+      "version": "2.5.0",
+      "updatedAt": "2026-10-14T03:38:19Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/shipstatic/mcp#readme",
@@ -26221,7 +26230,7 @@
         "empty-legs"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:26:46Z",
+      "updatedAt": "2026-10-14T03:38:26Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/sky-access/skyaccess-mcp#readme",
@@ -26250,7 +26259,7 @@
         "swagger"
       ],
       "version": "0.42.0",
-      "updatedAt": "2026-10-13T18:27:01Z",
+      "updatedAt": "2026-10-14T03:38:31Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/SmartBear/smartbear-mcp#readme",
@@ -26278,7 +26287,7 @@
         "swagger"
       ],
       "version": "0.33.0",
-      "updatedAt": "2026-10-13T18:27:12Z",
+      "updatedAt": "2026-10-14T03:38:34Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/SmartBear/smartbear-mcp#readme",
@@ -26294,7 +26303,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.sonatype%2Fdependency-management-mcp-server/versions/1.0.2",
       "description": "Sonatype component intelligence: versions, security analysis, and Trust Score recommendations",
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:27:21Z",
+      "updatedAt": "2026-10-14T03:38:36Z",
       "metadata": {
         "readmeUrl": "https://github.com/sonatype/dependency-management-mcp-server#readme",
         "repository": "https://github.com/sonatype/dependency-management-mcp-server",
@@ -26312,7 +26321,7 @@
         "soracom"
       ],
       "version": "1.1.5",
-      "updatedAt": "2026-10-13T18:27:27Z",
+      "updatedAt": "2026-10-14T03:38:37Z",
       "metadata": {
         "readmeUrl": "https://github.com/soracom/mcp/tree/HEAD/servers/knowledge",
         "repository": "https://github.com/soracom/mcp",
@@ -26329,7 +26338,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.stackhawk%2Fstackhawk/versions/1.1.1",
       "description": "An MCP server that provides interaction with StackHawk's security scanning platform.",
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:27:43Z",
+      "updatedAt": "2026-10-14T03:38:38Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/stackhawk/stackhawk-mcp#readme",
@@ -26345,7 +26354,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.stackoverflow.mcp%2Fmcp/versions/1.1.3",
       "description": "Access Stack Overflow's trusted and verified technical questions and answers.",
       "version": "1.1.3",
-      "updatedAt": "2026-10-13T18:27:57Z",
+      "updatedAt": "2026-10-14T03:38:40Z",
       "metadata": {
         "readmeUrl": "https://github.com/StackExchange/Stack-MCP#readme",
         "repository": "https://github.com/StackExchange/Stack-MCP",
@@ -26370,13 +26379,13 @@
         "gemini-cli-extension"
       ],
       "version": "0.2.4",
-      "updatedAt": "2026-10-13T18:27:58Z",
+      "updatedAt": "2026-10-14T03:38:41Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/stripe/agent-toolkit#readme",
         "repository": "https://github.com/stripe/agent-toolkit",
         "repositorySource": "github",
-        "stargazerCount": 1930
+        "stargazerCount": 1935
       }
     },
     {
@@ -26386,14 +26395,14 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.supabase%2Fmcp/versions/0.13.0",
       "description": "MCP server for interacting with the Supabase platform",
       "version": "0.13.0",
-      "updatedAt": "2026-10-13T18:28:08Z",
+      "updatedAt": "2026-10-14T03:38:42Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/supabase/mcp/tree/HEAD/packages/mcp-server-supabase",
         "repository": "https://github.com/supabase/mcp",
         "repositorySource": "github",
         "repositorySubfolder": "packages/mcp-server-supabase",
-        "stargazerCount": 2948,
+        "stargazerCount": 2949,
         "websiteUrl": "https://supabase.com/mcp"
       }
     },
@@ -26404,7 +26413,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.tallyfy%2Fmcp-server/versions/1.2.0",
       "description": "Automate tasks, processes, and approvals with AI.",
       "version": "1.2.0",
-      "updatedAt": "2026-10-13T18:28:09Z",
+      "updatedAt": "2026-10-14T03:38:44Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/tallyfy/mcp-public#readme",
@@ -26421,7 +26430,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.theresanaiforthat%2Ftaaft/versions/1.0.0",
       "description": "Search TAAFT for AI tools and retrieve public tool details.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:28:12Z",
+      "updatedAt": "2026-10-14T03:38:47Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/taaft/mcp#readme",
@@ -26449,7 +26458,7 @@
         "investing"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:28:26Z",
+      "updatedAt": "2026-10-14T03:38:48Z",
       "metadata": {
         "readmeUrl": "https://github.com/Truthifi/truthifi-mcp#readme",
         "repository": "https://github.com/Truthifi/truthifi-mcp",
@@ -26474,7 +26483,7 @@
         "reddit"
       ],
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:28:37Z",
+      "updatedAt": "2026-10-14T03:38:49Z",
       "metadata": {
         "readmeUrl": "https://github.com/daniel-ddtech/commentscraper-cli#readme",
         "repository": "https://github.com/daniel-ddtech/commentscraper-cli",
@@ -26499,7 +26508,7 @@
         "social-media-agents"
       ],
       "version": "0.10.0",
-      "updatedAt": "2026-10-13T18:28:38Z",
+      "updatedAt": "2026-10-14T03:38:54Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Upload-Post/upload-post-mcp#readme",
@@ -26524,7 +26533,7 @@
         "web-scraping"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:28:40Z",
+      "updatedAt": "2026-10-14T03:38:55Z",
       "metadata": {
         "readmeUrl": "https://github.com/Upscrape/upscrape-mcp#readme",
         "repository": "https://github.com/Upscrape/upscrape-mcp",
@@ -26540,7 +26549,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.vercel%2Fvercel-mcp/versions/0.0.3",
       "description": "An MCP server for Vercel",
       "version": "0.0.3",
-      "updatedAt": "2026-10-13T18:28:53Z",
+      "updatedAt": "2026-10-14T03:38:57Z",
       "metadata": {
         "readmeUrl": "https://github.com/vercel/vercel-mcp-overview#readme",
         "repository": "https://github.com/vercel/vercel-mcp-overview",
@@ -26562,7 +26571,7 @@
         "business-critical-yes"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-10-13T18:28:59Z",
+      "updatedAt": "2026-10-14T03:38:58Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/webflow/mcp-server#readme",
@@ -26578,7 +26587,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.webinarignition%2Fmcp/versions/1.0.9",
       "description": "Tell it your webinar topic in one sentence — no sign-in. It builds the WordPress webinar.",
       "version": "1.0.9",
-      "updatedAt": "2026-10-13T18:29:01Z",
+      "updatedAt": "2026-10-14T03:39:00Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Tobias-Conrad/webinarignition-mcp#readme",
@@ -26594,7 +26603,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.wix%2Fmcp/versions/1.0.2",
       "description": "A Model Context Protocol server for Wix AI tools",
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:29:02Z",
+      "updatedAt": "2026-10-14T03:39:02Z",
       "metadata": {
         "readmeUrl": "https://github.com/wix/wix-mcp#readme",
         "repository": "https://github.com/wix/wix-mcp",
@@ -26613,7 +26622,7 @@
         "dax"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:29:03Z",
+      "updatedAt": "2026-10-14T03:39:06Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/workos/skills/tree/HEAD/mcp",
@@ -26643,7 +26652,7 @@
         "wordpress-mcp"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-10-13T18:29:04Z",
+      "updatedAt": "2026-10-14T03:39:07Z",
       "metadata": {
         "readmeUrl": "https://github.com/yaniv-fink/wpwriter-mcp#readme",
         "repository": "https://github.com/yaniv-fink/wpwriter-mcp",
@@ -26669,7 +26678,7 @@
         "privacy"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:29:06Z",
+      "updatedAt": "2026-10-14T03:39:12Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Wuniq/wuniq-mcp#readme",
@@ -26697,7 +26706,7 @@
         "twitter-api-alternative"
       ],
       "version": "2.6.62",
-      "updatedAt": "2026-10-13T18:29:20Z",
+      "updatedAt": "2026-10-14T03:39:14Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Xquik-dev/x-twitter-scraper#readme",
@@ -26732,7 +26741,7 @@
         "readmeUrl": "https://github.com/CoplayDev/unity-mcp#readme",
         "repository": "https://github.com/CoplayDev/unity-mcp",
         "repositorySource": "github",
-        "stargazerCount": 14904
+        "stargazerCount": 14919
       }
     },
     {
@@ -26742,7 +26751,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/de.analytixus%2Fanalytixus-mcp/versions/0.8.5",
       "description": "Analytixus DnAML repository access (read/write nodes, tree navigation, search) via MCP.",
       "version": "0.8.5",
-      "updatedAt": "2026-10-13T18:29:39Z",
+      "updatedAt": "2026-10-14T03:39:15Z",
       "metadata": {
         "readmeUrl": "https://github.com/andyloewen78/analytixus-mcp#readme",
         "repository": "https://github.com/andyloewen78/analytixus-mcp",
@@ -26757,7 +26766,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/dev.cubic%2Fcubic/versions/1.0.1",
       "description": "Triage cubic AI code review findings, start PR reviews, and read wikis, scans, and team learnings.",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:29:42Z",
+      "updatedAt": "2026-10-14T03:39:16Z",
       "metadata": {
         "readmeUrl": "https://github.com/mrge-io/cubic-mcp#readme",
         "repository": "https://github.com/mrge-io/cubic-mcp",
@@ -26782,7 +26791,7 @@
         "vibe-coding"
       ],
       "version": "0.1.3",
-      "updatedAt": "2026-10-13T18:29:54Z",
+      "updatedAt": "2026-10-14T03:39:18Z",
       "metadata": {
         "readmeUrl": "https://github.com/lovablelabs/mcp#readme",
         "repository": "https://github.com/lovablelabs/mcp",
@@ -26808,7 +26817,7 @@
         "model-context-protocol"
       ],
       "version": "0.13.0",
-      "updatedAt": "2026-10-13T18:30:29Z",
+      "updatedAt": "2026-10-14T03:39:19Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/mailkite/mailkite-mcp#readme",
@@ -26835,7 +26844,7 @@
         "presentations"
       ],
       "version": "5.9.0",
-      "updatedAt": "2026-10-13T18:31:04Z",
+      "updatedAt": "2026-10-14T03:39:20Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/smartdatabrokers/slideforge-mcp#readme",
@@ -26851,7 +26860,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/dev.svelte%2Fmcp/versions/0.1.26",
       "description": "The official Svelte MCP server providing docs and autofixing tools for Svelte development",
       "version": "0.1.26",
-      "updatedAt": "2026-10-13T18:31:33Z",
+      "updatedAt": "2026-10-14T03:39:21Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/sveltejs/ai-tools/tree/HEAD/packages/mcp-stdio",
@@ -26877,7 +26886,7 @@
         "seo"
       ],
       "version": "0.1.4",
-      "updatedAt": "2026-10-13T18:32:07Z",
+      "updatedAt": "2026-10-14T03:39:23Z",
       "metadata": {
         "readmeUrl": "https://github.com/sultanlive/vibeseo-mcp#readme",
         "repository": "https://github.com/sultanlive/vibeseo-mcp",
@@ -26942,7 +26951,7 @@
         "spf"
       ],
       "version": "1.0.6",
-      "updatedAt": "2026-10-13T18:32:34Z",
+      "updatedAt": "2026-10-14T03:39:27Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/palisadeemail/palisade-mcp#readme",
@@ -26958,7 +26967,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/eu.ansvar%2Fgateway/versions/1.0.b661c6dc",
       "description": "Cited EU & global law, regulations & security frameworks via Ansvar Gateway. OAuth, free + paid.",
       "version": "1.0.b661c6dc",
-      "updatedAt": "2026-10-13T18:32:36Z",
+      "updatedAt": "2026-10-14T03:39:28Z",
       "metadata": {
         "readmeUrl": "https://github.com/Ansvar-Systems/ansvar-gateway#readme",
         "repository": "https://github.com/Ansvar-Systems/ansvar-gateway",
@@ -26986,7 +26995,7 @@
         "typescript"
       ],
       "version": "1.19.1",
-      "updatedAt": "2026-10-13T18:32:38Z",
+      "updatedAt": "2026-10-14T03:39:30Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/malinoto/tracepass-mcp-server#readme",
@@ -27021,7 +27030,7 @@
         "readmeUrl": "https://github.com/firecrawl/firecrawl-mcp-server#readme",
         "repository": "https://github.com/firecrawl/firecrawl-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 7595
+        "stargazerCount": 7597
       }
     },
     {
@@ -27043,7 +27052,7 @@
         "deepseek"
       ],
       "version": "1.8.4",
-      "updatedAt": "2026-10-13T18:32:46Z",
+      "updatedAt": "2026-10-14T03:39:31Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/TheBestCo/bestprice-mcp#readme",
@@ -27066,7 +27075,7 @@
         "voice-agents"
       ],
       "version": "1.2.0",
-      "updatedAt": "2026-10-13T18:32:48Z",
+      "updatedAt": "2026-10-14T03:39:33Z",
       "metadata": {
         "primaryLanguage": "HTML",
         "readmeUrl": "https://github.com/saaslabsco/justcall-mcp-server#readme",
@@ -27114,7 +27123,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.aaly%2Faaly/versions/1.0.3",
       "description": "Build a full-stack app from Claude, Cursor, and more — Aaly is the backend API.",
       "version": "1.0.3",
-      "updatedAt": "2026-10-13T18:32:55Z",
+      "updatedAt": "2026-10-14T03:39:34Z",
       "metadata": {
         "readmeUrl": "https://github.com/candysiva/cursor-aaly-plugin#readme",
         "repository": "https://github.com/candysiva/cursor-aaly-plugin",
@@ -27141,7 +27150,7 @@
         "structured-data-extraction"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:32:57Z",
+      "updatedAt": "2026-10-14T03:39:35Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/RapierCraft/alterlab-mcp-server#readme",
@@ -27168,7 +27177,7 @@
         "social-media-scheduler"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:33:00Z",
+      "updatedAt": "2026-10-14T03:39:36Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/iker-gonzalez/antwork-skills#readme",
@@ -27196,7 +27205,7 @@
         "news-api"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:33:02Z",
+      "updatedAt": "2026-10-14T03:39:38Z",
       "metadata": {
         "readmeUrl": "https://github.com/apitube/news-api-mcp#readme",
         "repository": "https://github.com/apitube/news-api-mcp",
@@ -27223,12 +27232,12 @@
         "design-system"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:33:04Z",
+      "updatedAt": "2026-10-14T03:39:40Z",
       "metadata": {
         "readmeUrl": "https://github.com/Appllama/appllama-skills#readme",
         "repository": "https://github.com/Appllama/appllama-skills",
         "repositorySource": "github",
-        "stargazerCount": 2803,
+        "stargazerCount": 2826,
         "websiteUrl": "https://appllama.io/mcp"
       }
     },
@@ -27246,7 +27255,7 @@
         "mcp-server"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:33:06Z",
+      "updatedAt": "2026-10-14T03:39:41Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/BlogSEO-io/blogseo-agent-plugin#readme",
@@ -27274,7 +27283,7 @@
         "context"
       ],
       "version": "0.5.35",
-      "updatedAt": "2026-10-13T18:33:08Z",
+      "updatedAt": "2026-10-14T03:39:42Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/contextstream/mcp-server#readme",
@@ -27303,7 +27312,7 @@
         "kubernetes"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:33:11Z",
+      "updatedAt": "2026-10-14T03:39:45Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/controlplane-com/ai-plugin#readme",
@@ -27328,7 +27337,7 @@
         "agent-skills"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:33:12Z",
+      "updatedAt": "2026-10-14T03:39:46Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/cypress-io/ai-toolkit#readme",
@@ -27356,7 +27365,7 @@
         "x402"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:33:14Z",
+      "updatedAt": "2026-10-14T03:39:47Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/webmilmind1/deskcrew-mcp#readme",
@@ -27373,13 +27382,13 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.draw%2Fmcp/versions/1.1.1",
       "description": "Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.",
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:33:15Z",
+      "updatedAt": "2026-10-14T03:39:49Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/jgraph/drawio-mcp#readme",
         "repository": "https://github.com/jgraph/drawio-mcp",
         "repositorySource": "github",
-        "stargazerCount": 5631,
+        "stargazerCount": 5636,
         "websiteUrl": "https://www.drawio.com"
       }
     },
@@ -27402,7 +27411,7 @@
         "ai-native"
       ],
       "version": "1.17.0",
-      "updatedAt": "2026-10-13T18:33:17Z",
+      "updatedAt": "2026-10-14T03:39:50Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Frihet-io/frihet-mcp#readme",
@@ -27430,7 +27439,7 @@
         "mcp"
       ],
       "version": "1.0.33",
-      "updatedAt": "2026-10-13T18:33:19Z",
+      "updatedAt": "2026-10-14T03:39:51Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/AKzar1el/god-prompt-mcp#readme",
@@ -27459,7 +27468,7 @@
         "geo"
       ],
       "version": "0.3.26",
-      "updatedAt": "2026-10-13T18:33:21Z",
+      "updatedAt": "2026-10-14T03:39:53Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/AKzar1el/mcp-geo#readme",
@@ -27488,7 +27497,7 @@
         "search-analytics"
       ],
       "version": "0.4.36-registry.1",
-      "updatedAt": "2026-10-13T18:33:23Z",
+      "updatedAt": "2026-10-14T03:39:55Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/AKzar1el/mcp-gsc#readme",
@@ -27517,7 +27526,7 @@
         "keyword-research"
       ],
       "version": "0.2.37",
-      "updatedAt": "2026-10-13T18:33:26Z",
+      "updatedAt": "2026-10-14T03:39:57Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/AKzar1el/mcp-trendpulse#readme",
@@ -27545,7 +27554,7 @@
         "w3c-validator"
       ],
       "version": "1.3.42",
-      "updatedAt": "2026-10-13T18:33:30Z",
+      "updatedAt": "2026-10-14T03:39:59Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/AKzar1el/mcp-web-validator#readme",
@@ -27574,7 +27583,7 @@
         "model-context-protocol"
       ],
       "version": "1.11.0",
-      "updatedAt": "2026-10-13T18:33:32Z",
+      "updatedAt": "2026-10-14T03:40:00Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/AlvisoOculus/optionsahoy-mcp#readme",
@@ -27591,7 +27600,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.AnimaApp%2Fanima/versions/1.0.0",
       "description": "Connect AI coding agents to Anima Playground, Figma, and your design system.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:33:33Z",
+      "updatedAt": "2026-10-14T03:40:02Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/AnimaApp/mcp-server-guide#readme",
@@ -27612,7 +27621,7 @@
         "model-context-protocol"
       ],
       "version": "0.1.19",
-      "updatedAt": "2026-10-13T18:33:35Z",
+      "updatedAt": "2026-10-14T03:40:03Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Banjo-Ventures/lodestar-stamp-mcp#readme",
@@ -27640,7 +27649,7 @@
         "uta-v3"
       ],
       "version": "3.0.2",
-      "updatedAt": "2026-10-13T18:33:37Z",
+      "updatedAt": "2026-10-14T03:40:05Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Bitget-AI/agent-mcp#readme",
@@ -27668,7 +27677,7 @@
         "hackernews"
       ],
       "version": "1.2.0",
-      "updatedAt": "2026-10-13T18:33:39Z",
+      "updatedAt": "2026-10-14T03:40:07Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/BuyWhere/buywhere-mcp#readme",
@@ -27685,7 +27694,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.CAST-Extend%2Fimaging-mcp-server/versions/3.0.4",
       "description": "MCP server exposing CAST Imaging software architecture insights to AI agents",
       "version": "3.0.4",
-      "updatedAt": "2026-10-13T18:33:40Z",
+      "updatedAt": "2026-10-14T03:40:08Z",
       "metadata": {
         "readmeUrl": "https://github.com/CAST-Extend/CAST-Imaging-Mcp#readme",
         "repository": "https://github.com/CAST-Extend/CAST-Imaging-Mcp",
@@ -27700,7 +27709,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.ChanghuLiu%2Fengland-works-watch/versions/0.1.2",
       "description": "RegEvidenceHub Sponsor: UK Skilled Worker sponsor-change preflight with GOV.UK evidence.",
       "version": "0.1.2",
-      "updatedAt": "2026-10-13T18:33:42Z",
+      "updatedAt": "2026-10-14T03:40:17Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/ChanghuLiu/england-works-watch#readme",
@@ -27726,13 +27735,13 @@
         "mcp"
       ],
       "version": "1.10.1",
-      "updatedAt": "2026-10-13T18:33:44Z",
+      "updatedAt": "2026-10-14T03:40:18Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/ChromeDevTools/chrome-devtools-mcp#readme",
         "repository": "https://github.com/ChromeDevTools/chrome-devtools-mcp",
         "repositorySource": "github",
-        "stargazerCount": 53455
+        "stargazerCount": 53483
       }
     },
     {
@@ -27742,13 +27751,13 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.ClickHouse%2Fmcp-clickhouse/versions/0.7.0",
       "description": "Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.",
       "version": "0.7.0",
-      "updatedAt": "2026-10-13T18:33:49Z",
+      "updatedAt": "2026-10-14T03:40:23Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/ClickHouse/mcp-clickhouse#readme",
         "repository": "https://github.com/ClickHouse/mcp-clickhouse",
         "repositorySource": "github",
-        "stargazerCount": 886,
+        "stargazerCount": 887,
         "websiteUrl": "https://clickhouse.com"
       }
     },
@@ -27759,7 +27768,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.ComposioHQ%2Fcomposio/versions/1.0.5",
       "description": "Connect AI agents to 1000+ apps with managed authentication and tool-calling.",
       "version": "1.0.5",
-      "updatedAt": "2026-10-13T18:33:51Z",
+      "updatedAt": "2026-10-14T03:40:24Z",
       "metadata": {
         "readmeUrl": "https://github.com/ComposioHQ/GHMCP#readme",
         "repository": "https://github.com/ComposioHQ/GHMCP",
@@ -27782,7 +27791,7 @@
         "mcp-server"
       ],
       "version": "0.19.0",
-      "updatedAt": "2026-10-13T18:33:52Z",
+      "updatedAt": "2026-10-14T03:40:28Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/CrowdStrike/falcon-mcp#readme",
@@ -27806,7 +27815,7 @@
         "model-context-protocol"
       ],
       "version": "5.0.1",
-      "updatedAt": "2026-10-13T18:33:54Z",
+      "updatedAt": "2026-10-14T03:40:29Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Dayananda-D/DevCDP#readme",
@@ -27835,7 +27844,7 @@
         "smithery"
       ],
       "version": "1.3.1",
-      "updatedAt": "2026-10-13T18:33:57Z",
+      "updatedAt": "2026-10-14T03:40:31Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Decodo/mcp-server#readme",
@@ -27861,7 +27870,7 @@
         "observability"
       ],
       "version": "7.0.0",
-      "updatedAt": "2026-10-13T18:34:02Z",
+      "updatedAt": "2026-10-14T03:40:33Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Dynatrace/dynatrace-for-ai#readme",
@@ -27882,7 +27891,7 @@
         "sql"
       ],
       "version": "1.0",
-      "updatedAt": "2026-10-13T18:34:06Z",
+      "updatedAt": "2026-10-14T03:40:34Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/ErikEJ/SqlServer.Rules#readme",
@@ -27907,7 +27916,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.4",
-      "updatedAt": "2026-10-13T18:34:07Z",
+      "updatedAt": "2026-10-14T03:40:36Z",
       "metadata": {
         "primaryLanguage": "Ruby",
         "readmeUrl": "https://github.com/FullEnrich/fullenrich-skills#readme",
@@ -27923,7 +27932,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.Graphify-Labs%2Fgraphify/versions/0.1.1",
       "description": "Search indexed code, trace dependencies, assess change impact, and recall repository memory.",
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:34:16Z",
+      "updatedAt": "2026-10-14T03:40:43Z",
       "metadata": {
         "readmeUrl": "https://github.com/Graphify-Labs/graphify-mcp#readme",
         "repository": "https://github.com/Graphify-Labs/graphify-mcp",
@@ -27950,7 +27959,7 @@
         "openssf"
       ],
       "version": "1.2.3",
-      "updatedAt": "2026-10-13T18:34:21Z",
+      "updatedAt": "2026-10-14T03:40:45Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/Guruprasath-Annadurai/Whitepact#readme",
@@ -27979,7 +27988,7 @@
         "ga4"
       ],
       "version": "1.2.5",
-      "updatedAt": "2026-10-13T18:34:26Z",
+      "updatedAt": "2026-10-14T03:40:46Z",
       "metadata": {
         "readmeUrl": "https://github.com/HYPD-AI/ads-mcp-plugin#readme",
         "repository": "https://github.com/HYPD-AI/ads-mcp-plugin",
@@ -27995,7 +28004,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.IgniteUI%2Figniteui-theming/versions/29.0.0",
       "description": "Generate Sass palettes, typography, elevations, and themes for Ignite UI components.",
       "version": "29.0.0",
-      "updatedAt": "2026-10-13T18:34:29Z",
+      "updatedAt": "2026-10-14T03:40:47Z",
       "metadata": {
         "primaryLanguage": "SCSS",
         "readmeUrl": "https://github.com/IgniteUI/igniteui-theming#readme",
@@ -28022,7 +28031,7 @@
         "scaffolding"
       ],
       "version": "15.8.2",
-      "updatedAt": "2026-10-13T18:34:36Z",
+      "updatedAt": "2026-10-14T03:40:48Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/IgniteUI/igniteui-cli#readme",
@@ -28050,7 +28059,7 @@
         "applescript"
       ],
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:34:42Z",
+      "updatedAt": "2026-10-14T03:40:50Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/JonathanRReed/Apple-MCPs/tree/HEAD/Apple-Tools-MCP",
@@ -28080,7 +28089,7 @@
         "model-context-protocol"
       ],
       "version": "0.1.15",
-      "updatedAt": "2026-10-13T18:34:49Z",
+      "updatedAt": "2026-10-14T03:40:55Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/Karzone/TestAtlas#readme",
@@ -28096,7 +28105,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.Krv-Labs%2Ftopos/versions/0.10.1",
       "description": "Structural code-quality tools for AI coding agents.",
       "version": "0.10.1",
-      "updatedAt": "2026-10-13T18:34:51Z",
+      "updatedAt": "2026-10-14T03:40:57Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/Krv-Labs/topos#readme",
@@ -28125,7 +28134,7 @@
         "streamable-http"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:35:01Z",
+      "updatedAt": "2026-10-14T03:40:58Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/LLM-Pulse/llmpulse-mcp#readme",
@@ -28144,7 +28153,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:35:10Z",
+      "updatedAt": "2026-10-14T03:40:59Z",
       "metadata": {
         "primaryLanguage": "PowerShell",
         "readmeUrl": "https://github.com/LambdaTest/mcp-server-guide#readme",
@@ -28172,7 +28181,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:35:11Z",
+      "updatedAt": "2026-10-14T03:41:01Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/MachuraHarry/pipe#readme",
@@ -28200,7 +28209,7 @@
         "health-communication"
       ],
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:35:13Z",
+      "updatedAt": "2026-10-14T03:41:02Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/MarshallBear1/juno-open-health-tools#readme",
@@ -28227,7 +28236,7 @@
         "accessibility-testing"
       ],
       "version": "1.2.9",
-      "updatedAt": "2026-10-13T18:35:14Z",
+      "updatedAt": "2026-10-14T03:41:03Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/MasterPlayspots/motionspec#readme",
@@ -28243,7 +28252,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.Nikhilprasad-r%2Fredmine-mcp-connector/versions/1.0.1",
       "description": "stdio MCP server wrapping the Redmine REST API: issues, projects, users, time, wiki, versions.",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:35:24Z",
+      "updatedAt": "2026-10-14T03:41:04Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Nikhilprasad-r/redmine-mcp-server#readme",
@@ -28271,7 +28280,7 @@
         "open-source"
       ],
       "version": "0.1.0",
-      "updatedAt": "2026-10-13T18:35:34Z",
+      "updatedAt": "2026-10-14T03:41:08Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Noveum/orbit/tree/HEAD/packages/mcp-server",
@@ -28292,7 +28301,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:35:44Z",
+      "updatedAt": "2026-10-14T03:41:16Z",
       "metadata": {
         "readmeUrl": "https://github.com/OctoPerf/octoperf-claude-plugins#readme",
         "repository": "https://github.com/OctoPerf/octoperf-claude-plugins",
@@ -28311,7 +28320,7 @@
         "voice-assistant"
       ],
       "version": "0.8.0",
-      "updatedAt": "2026-10-13T18:35:54Z",
+      "updatedAt": "2026-10-14T03:41:20Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Omnidim/omnidim-mcp-server#readme",
@@ -28328,7 +28337,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.Openly-Useful%2Fcitewire/versions/0.2.0",
       "description": "Attribution-first MCP server for free news sources and free article APIs.",
       "version": "0.2.0",
-      "updatedAt": "2026-10-13T18:36:15Z",
+      "updatedAt": "2026-10-14T03:41:22Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Openly-Useful/citewire#readme",
@@ -28345,7 +28354,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.PagerDuty%2Fpagerduty-mcp/versions/0.2.1",
       "description": "PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.",
       "version": "0.2.1",
-      "updatedAt": "2026-10-13T18:36:31Z",
+      "updatedAt": "2026-10-14T03:41:27Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/PagerDuty/pagerduty-mcp-server#readme",
@@ -28373,7 +28382,7 @@
         "bing-ads"
       ],
       "version": "2.3.1",
-      "updatedAt": "2026-10-13T18:36:32Z",
+      "updatedAt": "2026-10-14T03:41:28Z",
       "metadata": {
         "readmeUrl": "https://github.com/PaidSync/paidsync-mcp#readme",
         "repository": "https://github.com/PaidSync/paidsync-mcp",
@@ -28401,13 +28410,13 @@
         "google-analytics-alternative"
       ],
       "version": "2.14.1",
-      "updatedAt": "2026-10-13T18:36:34Z",
+      "updatedAt": "2026-10-14T03:41:29Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/pascalebeier/hitkeep#readme",
         "repository": "https://github.com/pascalebeier/hitkeep",
         "repositorySource": "github",
-        "stargazerCount": 94,
+        "stargazerCount": 95,
         "websiteUrl": "https://hitkeep.com/use-cases/read-only-mcp-server-web-analytics/"
       }
     },
@@ -28418,7 +28427,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.QWarranto%2Fleafengines/versions/2.0.8",
       "description": "🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts. FREE TurboQuant.",
       "version": "2.0.8",
-      "updatedAt": "2026-10-13T18:36:36Z",
+      "updatedAt": "2026-10-14T03:41:31Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/QWarranto/leafengines-claude-mcp#readme",
@@ -28440,7 +28449,7 @@
         "ui5"
       ],
       "version": "1.15.8",
-      "updatedAt": "2026-10-13T18:36:45Z",
+      "updatedAt": "2026-10-14T03:41:32Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/SAP/open-ux-tools/tree/HEAD/packages/fiori-mcp-server",
@@ -28465,7 +28474,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:36:54Z",
+      "updatedAt": "2026-10-14T03:41:34Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/SanctionsKit/sanctions-kit-mcp-plugin#readme",
@@ -28487,7 +28496,7 @@
         "webcrawler"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:36:55Z",
+      "updatedAt": "2026-10-14T03:41:35Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/ScrapeGraphAI/scrapegraph-mcp#readme",
@@ -28515,7 +28524,7 @@
         "mcp-tools"
       ],
       "version": "2.2.0",
-      "updatedAt": "2026-10-13T18:37:01Z",
+      "updatedAt": "2026-10-14T03:07:48Z",
       "metadata": {
         "primaryLanguage": "PHP",
         "readmeUrl": "https://github.com/Sendmux/sendmux-sdk/tree/HEAD/packages/python/mcp",
@@ -28538,7 +28547,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:37:03Z",
+      "updatedAt": "2026-10-14T03:07:50Z",
       "metadata": {
         "readmeUrl": "https://github.com/since-dev/mcp#readme",
         "repository": "https://github.com/since-dev/mcp",
@@ -28563,7 +28572,7 @@
         "static-analysis"
       ],
       "version": "1.21.0",
-      "updatedAt": "2026-10-13T18:37:05Z",
+      "updatedAt": "2026-10-14T03:07:51Z",
       "metadata": {
         "primaryLanguage": "Java",
         "readmeUrl": "https://github.com/SonarSource/sonarqube-mcp-server#readme",
@@ -28586,7 +28595,7 @@
         "mcp-server"
       ],
       "version": "0.3.2",
-      "updatedAt": "2026-10-13T18:37:06Z",
+      "updatedAt": "2026-10-14T03:07:52Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/UI5/mcp-server#readme",
@@ -28610,7 +28619,7 @@
         "webcomponent"
       ],
       "version": "0.1.2",
-      "updatedAt": "2026-10-13T18:37:08Z",
+      "updatedAt": "2026-10-14T03:07:54Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/UI5/webcomponents-mcp-server#readme",
@@ -28638,7 +28647,7 @@
         "market-intelligence"
       ],
       "version": "3.0.2",
-      "updatedAt": "2026-10-13T18:37:10Z",
+      "updatedAt": "2026-10-14T03:07:55Z",
       "metadata": {
         "readmeUrl": "https://github.com/UltralayerHQ/ultralayer-plugin#readme",
         "repository": "https://github.com/UltralayerHQ/ultralayer-plugin",
@@ -28664,7 +28673,7 @@
         "valkyrai"
       ],
       "version": "0.3.3",
-      "updatedAt": "2026-10-13T18:37:11Z",
+      "updatedAt": "2026-10-14T03:07:56Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/ValkyrLabs/GrayMatter#readme",
@@ -28693,13 +28702,13 @@
         "agent-collaboration"
       ],
       "version": "2.4.3",
-      "updatedAt": "2026-10-13T18:37:14Z",
+      "updatedAt": "2026-10-14T03:07:58Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/Vortx-AI/emem#readme",
         "repository": "https://github.com/Vortx-AI/emem",
         "repositorySource": "github",
-        "stargazerCount": 68,
+        "stargazerCount": 69,
         "websiteUrl": "https://emem.dev"
       }
     },
@@ -28710,7 +28719,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.Wopee-io%2Fwopee-mcp/versions/1.30.2",
       "description": "AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.",
       "version": "1.30.2",
-      "updatedAt": "2026-10-13T18:37:15Z",
+      "updatedAt": "2026-10-14T03:07:59Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Wopee-io/wopee-mcp#readme",
@@ -28733,7 +28742,7 @@
         "trust"
       ],
       "version": "0.4.0",
-      "updatedAt": "2026-10-13T18:37:17Z",
+      "updatedAt": "2026-10-14T03:08:01Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/YugantM/hvtracker-mcp#readme",
@@ -28761,12 +28770,12 @@
         "chatgpt"
       ],
       "version": "1.0.6",
-      "updatedAt": "2026-10-13T18:37:19Z",
+      "updatedAt": "2026-10-14T03:08:02Z",
       "metadata": {
         "readmeUrl": "https://github.com/adkit/ads-mcp#readme",
         "repository": "https://github.com/adkit/ads-mcp",
         "repositorySource": "github",
-        "stargazerCount": 15,
+        "stargazerCount": 16,
         "websiteUrl": "https://adkit.so"
       }
     },
@@ -28789,7 +28798,7 @@
         "ai-agents"
       ],
       "version": "0.24.0",
-      "updatedAt": "2026-10-13T18:37:21Z",
+      "updatedAt": "2026-10-14T03:08:03Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/agentic-hil/agentic-hil#readme",
@@ -28818,7 +28827,7 @@
         "cursor"
       ],
       "version": "1.5.1",
-      "updatedAt": "2026-10-13T18:37:24Z",
+      "updatedAt": "2026-10-14T03:08:05Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/alimbenhelal-pro/ALM-XPP-MCP#readme",
@@ -28845,7 +28854,7 @@
         "mcp-server"
       ],
       "version": "0.12.0",
-      "updatedAt": "2026-10-13T18:37:27Z",
+      "updatedAt": "2026-10-14T03:08:06Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/anilloutombam/mcp-failure-lab#readme",
@@ -28869,7 +28878,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:28Z",
+      "updatedAt": "2026-10-14T03:08:07Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -28894,7 +28903,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:30Z",
+      "updatedAt": "2026-10-14T03:08:08Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -28919,7 +28928,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:31Z",
+      "updatedAt": "2026-10-14T03:08:09Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -28944,7 +28953,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:33Z",
+      "updatedAt": "2026-10-14T03:08:11Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -28969,7 +28978,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:34Z",
+      "updatedAt": "2026-10-14T03:08:12Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -28994,7 +29003,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:36Z",
+      "updatedAt": "2026-10-14T03:08:13Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -29019,7 +29028,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:38Z",
+      "updatedAt": "2026-10-14T03:08:15Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -29044,7 +29053,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:37:39Z",
+      "updatedAt": "2026-10-14T03:08:16Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -29073,7 +29082,7 @@
         "ai-tools"
       ],
       "version": "0.7.0",
-      "updatedAt": "2026-10-13T18:37:41Z",
+      "updatedAt": "2026-10-14T03:08:17Z",
       "metadata": {
         "primaryLanguage": "Kotlin",
         "readmeUrl": "https://github.com/aoreshkov/kotlin-lib-mcp#readme",
@@ -29090,7 +29099,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.apolloio%2Fapollo-mcp/versions/0.1.1",
       "description": "Prospect, enrich leads, and manage outreach sequences with Apollo.io.",
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:37:42Z",
+      "updatedAt": "2026-10-14T03:08:18Z",
       "metadata": {
         "readmeUrl": "https://github.com/apolloio/apollo-mcp-plugin.git#readme",
         "repository": "https://github.com/apolloio/apollo-mcp-plugin.git",
@@ -29118,12 +29127,13 @@
         "mcp-server"
       ],
       "version": "0.10.7",
-      "updatedAt": "2026-10-13T18:37:44Z",
+      "updatedAt": "2026-10-14T03:08:19Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/arcmira/mcp#readme",
         "repository": "https://github.com/arcmira/mcp",
         "repositorySource": "github",
+        "stargazerCount": 3,
         "websiteUrl": "https://arcmira.com"
       }
     },
@@ -29134,13 +29144,13 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.arm%2Farm-mcp/versions/2.4.0",
       "description": "Official Arm MCP server for code migration, optimization, and Arm architecture guidance",
       "version": "2.4.0",
-      "updatedAt": "2026-10-13T18:37:46Z",
+      "updatedAt": "2026-10-14T03:08:21Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/arm/mcp#readme",
         "repository": "https://github.com/arm/mcp",
         "repositorySource": "github",
-        "stargazerCount": 91,
+        "stargazerCount": 92,
         "websiteUrl": "https://github.com/arm/mcp"
       }
     },
@@ -29163,7 +29173,7 @@
         "scheduler"
       ],
       "version": "1.42.0",
-      "updatedAt": "2026-10-13T18:37:48Z",
+      "updatedAt": "2026-10-14T03:08:22Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/azeemkafridi/bulkpublish-api/tree/HEAD/mcp-server",
@@ -29193,13 +29203,13 @@
         "knowlege-graph"
       ],
       "version": "0.23.2",
-      "updatedAt": "2026-10-13T18:37:49Z",
+      "updatedAt": "2026-10-14T03:08:24Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/basicmachines-co/basic-memory.git#readme",
         "repository": "https://github.com/basicmachines-co/basic-memory.git",
         "repositorySource": "github",
-        "stargazerCount": 4163
+        "stargazerCount": 4165
       }
     },
     {
@@ -29221,7 +29231,7 @@
         "fdc3"
       ],
       "version": "0.1.8",
-      "updatedAt": "2026-10-13T18:37:51Z",
+      "updatedAt": "2026-10-14T03:08:25Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/beepboop2025/financial-evidence-skills#readme",
@@ -29248,13 +29258,13 @@
         "data-extraction"
       ],
       "version": "3.0.0",
-      "updatedAt": "2026-10-13T18:37:53Z",
+      "updatedAt": "2026-10-14T03:08:26Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/brightdata/brightdata-mcp#readme",
         "repository": "https://github.com/brightdata/brightdata-mcp",
         "repositorySource": "github",
-        "stargazerCount": 2673
+        "stargazerCount": 2674
       }
     },
     {
@@ -29272,13 +29282,13 @@
         "quality-assurance"
       ],
       "version": "2.1.1",
-      "updatedAt": "2026-10-13T18:37:54Z",
+      "updatedAt": "2026-10-14T03:08:28Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/browserstack/mcp-server#readme",
         "repository": "https://github.com/browserstack/mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 154
+        "stargazerCount": 155
       }
     },
     {
@@ -29300,7 +29310,7 @@
         "template"
       ],
       "version": "0.7.0",
-      "updatedAt": "2026-10-13T18:37:56Z",
+      "updatedAt": "2026-10-14T03:08:30Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/brunovicco/mcp-server-auth-template#readme",
@@ -29328,13 +29338,13 @@
         "sqlserver"
       ],
       "version": "1.5.0",
-      "updatedAt": "2026-10-13T18:37:57Z",
+      "updatedAt": "2026-10-14T03:08:31Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/bytebase/dbhub#readme",
         "repository": "https://github.com/bytebase/dbhub",
         "repositorySource": "github",
-        "stargazerCount": 3639
+        "stargazerCount": 3641
       }
     },
     {
@@ -29356,7 +29366,7 @@
         "agentic-coding"
       ],
       "version": "0.0.6",
-      "updatedAt": "2026-10-13T18:38:00Z",
+      "updatedAt": "2026-10-14T03:08:32Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/cap-js/mcp-server#readme",
@@ -29384,7 +29394,7 @@
         "static-analysis"
       ],
       "version": "0.4.0",
-      "updatedAt": "2026-10-13T18:38:01Z",
+      "updatedAt": "2026-10-14T03:08:33Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/carrick-tools/carrick#readme",
@@ -29401,7 +29411,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.carterchencc%2Fnomas/versions/1.3.2",
       "description": "Parsed SEC events by CIK/CUSIP: 8-K items, Form 144, Form D, FTD. Not EDGAR HTML.",
       "version": "1.3.2",
-      "updatedAt": "2026-10-13T18:38:03Z",
+      "updatedAt": "2026-10-14T03:08:34Z",
       "metadata": {
         "readmeUrl": "https://github.com/carterchencc/nomas_mcp#readme",
         "repository": "https://github.com/carterchencc/nomas_mcp",
@@ -29416,7 +29426,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.checkout%2Fmcp/versions/1.0.0",
       "description": "Search Checkout.com docs and API reference, plus manage payments, refunds, and payment links.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:38:04Z",
+      "updatedAt": "2026-10-14T03:08:36Z",
       "metadata": {
         "readmeUrl": "https://github.com/checkout/checkout-mcp#readme",
         "repository": "https://github.com/checkout/checkout-mcp",
@@ -29443,7 +29453,7 @@
         "bug-detection"
       ],
       "version": "0.6.0",
-      "updatedAt": "2026-10-13T18:38:06Z",
+      "updatedAt": "2026-10-14T03:08:37Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/chriswu727/argus#readme",
@@ -29472,7 +29482,7 @@
         "mcp"
       ],
       "version": "1.17.0",
-      "updatedAt": "2026-10-13T18:38:07Z",
+      "updatedAt": "2026-10-14T03:08:38Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/cliwant/mcp-sam-gov#readme",
@@ -29500,13 +29510,13 @@
         "documentation"
       ],
       "version": "0.1.6",
-      "updatedAt": "2026-10-13T18:38:09Z",
+      "updatedAt": "2026-10-14T03:08:39Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/cometchat/docs-mcp#readme",
         "repository": "https://github.com/cometchat/docs-mcp",
         "repositorySource": "github",
-        "stargazerCount": 116,
+        "stargazerCount": 117,
         "websiteUrl": "https://www.cometchat.com/docs/mcp-server"
       }
     },
@@ -29526,7 +29536,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:38:11Z",
+      "updatedAt": "2026-10-14T03:08:41Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/conduktor/kafka-mcp#readme",
@@ -29555,7 +29565,7 @@
         "context"
       ],
       "version": "0.4.81",
-      "updatedAt": "2026-10-13T18:38:12Z",
+      "updatedAt": "2026-10-14T03:08:42Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/contextstream/mcp-server#readme",
@@ -29572,7 +29582,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.devchad-cmd%2Fskilldb/versions/0.8.4-registry.1",
       "description": "Search and load AI agent skills. Free metadata; full content requires a Pro or Studio account.",
       "version": "0.8.4-registry.1",
-      "updatedAt": "2026-10-13T18:38:13Z",
+      "updatedAt": "2026-10-14T03:08:43Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/devchad-cmd/skilldb-sdk#readme",
@@ -29596,7 +29606,7 @@
         "typescript"
       ],
       "version": "1.5.2",
-      "updatedAt": "2026-10-13T18:38:15Z",
+      "updatedAt": "2026-10-14T03:08:44Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/dreamworkhq/mcp/tree/HEAD/apps/mcp",
@@ -29625,7 +29635,7 @@
         "model-context-protocol"
       ],
       "version": "1.8.4",
-      "updatedAt": "2026-10-13T18:38:16Z",
+      "updatedAt": "2026-10-14T03:08:46Z",
       "metadata": {
         "readmeUrl": "https://github.com/dsers/dsers-mcp-server#readme",
         "repository": "https://github.com/dsers/dsers-mcp-server",
@@ -29649,7 +29659,7 @@
         "observability"
       ],
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:38:17Z",
+      "updatedAt": "2026-10-14T03:08:47Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/dynatrace-oss/dynatrace-managed-mcp#readme",
@@ -29672,13 +29682,13 @@
         "vibe-prospecting"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-10-13T18:38:19Z",
+      "updatedAt": "2026-10-14T03:08:48Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/explorium-ai/vibeprospecting-mcp#readme",
         "repository": "https://github.com/explorium-ai/vibeprospecting-mcp",
         "repositorySource": "github",
-        "stargazerCount": 162,
+        "stargazerCount": 163,
         "websiteUrl": "https://www.vibeprospecting.ai"
       }
     },
@@ -29689,7 +29699,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.f%2Fprompts.chat-mcp/versions/1.0.9",
       "description": "Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.",
       "version": "1.0.9",
-      "updatedAt": "2026-10-13T18:38:21Z",
+      "updatedAt": "2026-10-14T03:08:50Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/f/prompts.chat-mcp#readme",
@@ -29705,7 +29715,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.flinker-app%2Fifc-mcp/versions/0.2.0",
       "description": "Local IFC/BIM MCP server with IfcOpenShell Python in Pyodide and an IFC viewer.",
       "version": "0.2.0",
-      "updatedAt": "2026-10-13T18:38:23Z",
+      "updatedAt": "2026-10-14T03:08:51Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/flinker-app/ifc-mcp#readme",
@@ -29727,7 +29737,7 @@
         "cli"
       ],
       "version": "0.42.0",
-      "updatedAt": "2026-10-13T18:38:26Z",
+      "updatedAt": "2026-10-14T03:08:52Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/getsentry/sentry-mcp/tree/HEAD/packages/mcp-server",
@@ -29749,13 +29759,13 @@
         "mcp-server"
       ],
       "version": "2.0.2",
-      "updatedAt": "2026-10-13T18:38:28Z",
+      "updatedAt": "2026-10-14T03:08:54Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/github/github-mcp-server#readme",
         "repository": "https://github.com/github/github-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 33584
+        "stargazerCount": 33594
       }
     },
     {
@@ -29770,7 +29780,7 @@
         "mcp-server"
       ],
       "version": "0.6.0",
-      "updatedAt": "2026-10-13T18:38:31Z",
+      "updatedAt": "2026-10-14T03:08:56Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/goreleaser/mcp#readme",
@@ -29793,7 +29803,7 @@
         "rankability"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:38:32Z",
+      "updatedAt": "2026-10-14T03:08:57Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/gotchseo/rankability-integrations#readme",
@@ -29809,7 +29819,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.grtwo-jcansler%2Fgryz/versions/1.13.0",
       "description": "Shared memory and workspace for your AI agent team, plus doc publishing. Free with a Gryz account.",
       "version": "1.13.0",
-      "updatedAt": "2026-10-13T18:38:34Z",
+      "updatedAt": "2026-10-14T03:08:58Z",
       "metadata": {
         "primaryLanguage": "Shell",
         "readmeUrl": "https://github.com/grtwo-jcansler/gryz-cursor-plugin#readme",
@@ -29825,7 +29835,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.hashicorp%2Fterraform-mcp-server/versions/1.0.0",
       "description": "Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:38:35Z",
+      "updatedAt": "2026-10-14T03:08:59Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/hashicorp/terraform-mcp-server#readme",
@@ -29841,7 +29851,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.helena-bioinformatics%2Ffolklore/versions/1.5.0",
       "description": "Bioinformatics MCP for genomic variant interpretation, gene-disease evidence and literature.",
       "version": "1.5.0",
-      "updatedAt": "2026-10-13T18:38:36Z",
+      "updatedAt": "2026-10-14T03:09:00Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/helena-bioinformatics/folklore-mcp#readme",
@@ -29868,7 +29878,7 @@
         "semantic-search"
       ],
       "version": "0.2.1",
-      "updatedAt": "2026-10-13T18:38:38Z",
+      "updatedAt": "2026-10-14T03:09:02Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/helena-bioinformatics/noodle-mcp#readme",
@@ -29896,7 +29906,7 @@
         "ai-marketing-agent"
       ],
       "version": "0.1.407",
-      "updatedAt": "2026-10-13T18:38:40Z",
+      "updatedAt": "2026-10-14T03:09:03Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/hermoso-ai/hermoso#readme",
@@ -29925,7 +29935,7 @@
         "services"
       ],
       "version": "0.1.0",
-      "updatedAt": "2026-10-13T18:38:45Z",
+      "updatedAt": "2026-10-14T03:09:06Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/holomodular/ServiceBricks#readme",
@@ -29950,13 +29960,13 @@
         "gemini-cli-extension"
       ],
       "version": "2.13.0",
-      "updatedAt": "2026-10-13T18:38:46Z",
+      "updatedAt": "2026-10-14T03:09:07Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/hostinger/api-mcp-server#readme",
         "repository": "https://github.com/hostinger/api-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 160
+        "stargazerCount": 161
       }
     },
     {
@@ -29969,7 +29979,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:38:50Z",
+      "updatedAt": "2026-10-14T03:09:10Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/htmlcsstoimage/agent-plugins#readme",
@@ -29998,13 +30008,13 @@
         "privacy"
       ],
       "version": "2.6.0",
-      "updatedAt": "2026-10-13T18:38:52Z",
+      "updatedAt": "2026-10-14T03:09:11Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/ihor-sokoliuk/mcp-searxng#readme",
         "repository": "https://github.com/ihor-sokoliuk/mcp-searxng",
         "repositorySource": "github",
-        "stargazerCount": 1298
+        "stargazerCount": 1302
       }
     },
     {
@@ -30026,7 +30036,7 @@
         "rag"
       ],
       "version": "4.16.0",
-      "updatedAt": "2026-10-13T18:38:54Z",
+      "updatedAt": "2026-10-14T03:09:13Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/jagoff/memo#readme",
@@ -30053,7 +30063,7 @@
         "jfrog-mcp"
       ],
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:38:57Z",
+      "updatedAt": "2026-10-14T03:09:15Z",
       "metadata": {
         "readmeUrl": "https://github.com/jfrog/jfrog-mcp-server#readme",
         "repository": "https://github.com/jfrog/jfrog-mcp-server",
@@ -30068,7 +30078,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.jjohnsen%2Fjaj-dataverse-dev-mcp/versions/0.1.4",
       "description": "Xrm/Power Platform/Dataverse MCP for devs, Azure CLI auth, Web API and multi-environment support",
       "version": "0.1.4",
-      "updatedAt": "2026-10-13T18:38:59Z",
+      "updatedAt": "2026-10-14T03:09:16Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/jjohnsen/jaj-dataverse-dev-mcp#readme",
@@ -30093,7 +30103,7 @@
         "gemini-cli-extension"
       ],
       "version": "0.2.2",
-      "updatedAt": "2026-10-13T18:39:00Z",
+      "updatedAt": "2026-10-14T03:09:18Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/layergen/eodly-mcp#readme",
@@ -30108,7 +30118,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.likhithreddy%2Ffittok/versions/0.11.1",
       "description": "Retrieve only the relevant code for a codebase question, within a token budget.",
       "version": "0.11.1",
-      "updatedAt": "2026-10-13T18:39:02Z",
+      "updatedAt": "2026-10-14T03:09:19Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/likhithreddy/fittok#readme",
@@ -30124,7 +30134,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.mapbox%2Fmcp-devkit-server/versions/0.8.2",
       "description": "Provides AI assistants with direct access to Mapbox developer APIs and documentation.",
       "version": "0.8.2",
-      "updatedAt": "2026-10-13T18:39:04Z",
+      "updatedAt": "2026-10-14T03:09:20Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mapbox/mcp-devkit-server#readme",
@@ -30140,7 +30150,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.mapbox%2Fmcp-server/versions/99.0.0-dev",
       "description": "Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.",
       "version": "99.0.0-dev",
-      "updatedAt": "2026-10-13T18:39:06Z",
+      "updatedAt": "2026-10-14T03:09:22Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mapbox/mcp-server#readme",
@@ -30167,7 +30177,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.4.0",
-      "updatedAt": "2026-10-13T18:39:07Z",
+      "updatedAt": "2026-10-14T03:09:23Z",
       "metadata": {
         "readmeUrl": "https://github.com/marketeyeslive/market-eyes-live-mcp#readme",
         "repository": "https://github.com/marketeyeslive/market-eyes-live-mcp",
@@ -30195,7 +30205,7 @@
         "developer-tools"
       ],
       "version": "0.3.16",
-      "updatedAt": "2026-10-13T18:39:09Z",
+      "updatedAt": "2026-10-14T03:09:24Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/masondelan/selvedge#readme",
@@ -30224,7 +30234,7 @@
         "userbot"
       ],
       "version": "1.43.6",
-      "updatedAt": "2026-10-13T18:39:10Z",
+      "updatedAt": "2026-10-14T03:09:26Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mcp-telegram/mcp-telegram#readme",
@@ -30241,7 +30251,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.microsoft%2FEnterpriseMCP/versions/1.0.0",
       "description": "Official Microsoft MCP Server to query Microsoft Entra data using natural language",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:39:12Z",
+      "updatedAt": "2026-10-14T03:09:27Z",
       "metadata": {
         "readmeUrl": "https://github.com/microsoft/EnterpriseMCP#readme",
         "repository": "https://github.com/microsoft/EnterpriseMCP",
@@ -30253,7 +30263,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:io.github.microsoft:awesome-copilot",
       "displayName": "Awesome Copilot MCP Server",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/io.github.microsoft%2Fawesome-copilot/versions/1.0.2026101305",
+      "url": "https://api.mcp.github.com/v0.1/servers/io.github.microsoft%2Fawesome-copilot/versions/1.0.2026101323",
       "description": "An MCP server that stores Copilot customizations from the Awesome Copilot repository",
       "tags": [
         "dotnet",
@@ -30261,8 +30271,8 @@
         "mcp-client",
         "mcp-server"
       ],
-      "version": "1.0.2026101305",
-      "updatedAt": "2026-10-13T18:39:14Z",
+      "version": "1.0.2026101323",
+      "updatedAt": "2026-10-14T03:09:28Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/microsoft/mcp-dotnet-samples#readme",
@@ -30279,7 +30289,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.miroapp%2Fmcp-server/versions/1.0.2",
       "description": "Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.",
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:39:18Z",
+      "updatedAt": "2026-10-14T03:09:32Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/miroapp/miro-ai#readme",
@@ -30307,7 +30317,7 @@
         "mcp-server-card"
       ],
       "version": "0.7.7",
-      "updatedAt": "2026-10-13T18:39:20Z",
+      "updatedAt": "2026-10-14T03:09:33Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mlava/agent-ready-mcp#readme",
@@ -30336,7 +30346,7 @@
         "mcp"
       ],
       "version": "0.8.12",
-      "updatedAt": "2026-10-13T18:39:22Z",
+      "updatedAt": "2026-10-14T03:09:34Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mlava/scholar-sidekick-mcp#readme",
@@ -30365,7 +30375,7 @@
         "persistent-memory"
       ],
       "version": "0.15.1",
-      "updatedAt": "2026-10-13T18:39:24Z",
+      "updatedAt": "2026-10-14T03:09:36Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mnemoverse/mcp-memory-server#readme",
@@ -30389,7 +30399,7 @@
         "mongodb-database"
       ],
       "version": "2.1.0",
-      "updatedAt": "2026-10-13T18:39:26Z",
+      "updatedAt": "2026-10-14T03:09:37Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mongodb-js/mongodb-mcp-server#readme",
@@ -30417,7 +30427,7 @@
         "ai-memory-system"
       ],
       "version": "0.1.3",
-      "updatedAt": "2026-10-13T18:39:27Z",
+      "updatedAt": "2026-10-14T03:09:39Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/moorcheh-ai/memanto/tree/HEAD/integrations/mcp",
@@ -30446,7 +30456,7 @@
         "cursor"
       ],
       "version": "1.0.9",
-      "updatedAt": "2026-10-13T18:39:29Z",
+      "updatedAt": "2026-10-14T03:09:40Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/negm17111995/mcp-server#readme",
@@ -30475,14 +30485,14 @@
         "influxdb"
       ],
       "version": "2.12.1",
-      "updatedAt": "2026-10-13T18:39:31Z",
+      "updatedAt": "2026-10-14T03:09:41Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/netdata/netdata/tree/HEAD/docs/netdata-ai/mcp",
         "repository": "https://github.com/netdata/netdata",
         "repositorySource": "github",
         "repositorySubfolder": "docs/netdata-ai/mcp",
-        "stargazerCount": 80924,
+        "stargazerCount": 80925,
         "websiteUrl": "https://www.netdata.cloud"
       }
     },
@@ -30493,7 +30503,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.oakallow%2Foakallow/versions/1.0.0",
       "description": "Runtime permission, approval, and audit layer for AI agent tool execution.",
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:39:32Z",
+      "updatedAt": "2026-10-14T03:09:47Z",
       "metadata": {
         "readmeUrl": "https://github.com/oakallow/oakallow-mcp#readme",
         "repository": "https://github.com/oakallow/oakallow-mcp",
@@ -30521,7 +30531,7 @@
         "local-first"
       ],
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:39:34Z",
+      "updatedAt": "2026-10-14T03:09:53Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/oleksiijko/pmb#readme",
@@ -30537,7 +30547,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.oliverhruby%2Fedupage-mcp/versions/0.7.0",
       "description": "EduPage MCP: timetables, grades, homework, meals, messages, 2FA, multi-school, role-aware.",
       "version": "0.7.0",
-      "updatedAt": "2026-10-13T18:39:35Z",
+      "updatedAt": "2026-10-14T03:09:58Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/oliverhruby/edupage-mcp#readme",
@@ -30554,7 +30564,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.oliverhruby%2Fgramps-mcp/versions/0.2.0",
       "description": "MCP server for Gramps genealogy via the Gramps Web API: CRUD, search, merge, timelines, DNA.",
       "version": "0.2.0",
-      "updatedAt": "2026-10-13T18:39:36Z",
+      "updatedAt": "2026-10-14T03:10:04Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/oliverhruby/gramps-mcp#readme",
@@ -30583,7 +30593,7 @@
         "mcp"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:39:38Z",
+      "updatedAt": "2026-10-14T03:10:10Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/openaccountants/openaccountants#readme",
@@ -30611,7 +30621,7 @@
         "section-301"
       ],
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:39:39Z",
+      "updatedAt": "2026-10-14T03:10:16Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/opsloft/tariff-resolver#readme",
@@ -30640,7 +30650,7 @@
         "video-editing"
       ],
       "version": "0.3.0",
-      "updatedAt": "2026-10-13T18:39:41Z",
+      "updatedAt": "2026-10-14T03:10:22Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/opus-pro/opusclip-mcp#readme",
@@ -30657,7 +30667,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.parseablehq%2Fparseable-mcp-server/versions/0.2.16",
       "description": "Model Context Protocol server for Parseable. Lets LLMs discover and query Parseable.",
       "version": "0.2.16",
-      "updatedAt": "2026-10-13T18:39:42Z",
+      "updatedAt": "2026-10-14T03:10:27Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/parseablehq/parseable-mcp-server#readme",
@@ -30685,7 +30695,7 @@
         "azure"
       ],
       "version": "0.53.0",
-      "updatedAt": "2026-10-13T18:39:44Z",
+      "updatedAt": "2026-10-14T03:10:33Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/patrickchugh/terravision#readme",
@@ -30714,7 +30724,7 @@
         "ucg-fiber"
       ],
       "version": "0.25.0",
-      "updatedAt": "2026-10-13T18:39:45Z",
+      "updatedAt": "2026-10-14T03:10:39Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/pete-builds/mcp-unifi#readme",
@@ -30739,7 +30749,7 @@
         "server"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:39:47Z",
+      "updatedAt": "2026-10-14T03:10:45Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/pgEdge/pgedge-postgres-mcp#readme",
@@ -30755,7 +30765,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.pranlabs%2Fvalca/versions/0.6.1",
       "description": "Scans code, IaC and AI-agent config for security problems. Read-only — nothing can be edited.",
       "version": "0.6.1",
-      "updatedAt": "2026-10-13T18:39:49Z",
+      "updatedAt": "2026-10-14T03:10:51Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/PranLabs/valca#readme",
@@ -30784,7 +30794,7 @@
         "model-context-protocol"
       ],
       "version": "0.1.3",
-      "updatedAt": "2026-10-13T18:39:50Z",
+      "updatedAt": "2026-10-14T03:10:57Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/prest/prest-mcp-adapter#readme",
@@ -30802,7 +30812,7 @@
         "gemini-cli-extension"
       ],
       "version": "2.0.3",
-      "updatedAt": "2026-10-13T18:39:52Z",
+      "updatedAt": "2026-10-14T03:11:02Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/prompeteer/prompeteer-mcp#readme",
@@ -30828,7 +30838,7 @@
         "windsurf"
       ],
       "version": "2.3.2",
-      "updatedAt": "2026-10-13T18:39:53Z",
+      "updatedAt": "2026-10-14T03:11:08Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/pubnub/pubnub-mcp-server#readme",
@@ -30853,7 +30863,7 @@
         "gemini-cli-extension"
       ],
       "version": "0.24.2",
-      "updatedAt": "2026-10-13T18:39:55Z",
+      "updatedAt": "2026-10-14T03:11:14Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/pubship/pubship#readme",
@@ -30869,7 +30879,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.quicknode%2Fmcp/versions/1.0.1",
       "description": "Manage your blockchain infrastructure across 80+ chains with your agents.",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:39:57Z",
+      "updatedAt": "2026-10-14T03:11:20Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/quicknode/agent-plugins#readme",
@@ -30885,7 +30895,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.resuly%2Fdaleads-mcp/versions/0.2.0",
       "description": "Australian development application and property intelligence data for AI agents.",
       "version": "0.2.0",
-      "updatedAt": "2026-10-13T18:39:58Z",
+      "updatedAt": "2026-10-14T03:11:25Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/resuly/daleads-mcp#readme",
@@ -30897,7 +30907,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:io.github.rigour-labs:rigour",
       "displayName": "Rigour",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/io.github.rigour-labs%2Frigour/versions/7.0.4",
+      "url": "https://api.mcp.github.com/v0.1/servers/io.github.rigour-labs%2Frigour/versions/7.0.5",
       "description": "Lets coding agents review their change, find an existing helper, and recall the team's lessons.",
       "tags": [
         "agentic-workflow",
@@ -30911,8 +30921,8 @@
         "llm",
         "mcp"
       ],
-      "version": "7.0.4",
-      "updatedAt": "2026-10-13T18:40:00Z",
+      "version": "7.0.5",
+      "updatedAt": "2026-10-14T03:11:31Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/rigour-labs/rigour#readme",
@@ -30940,7 +30950,7 @@
         "notifications"
       ],
       "version": "0.4.0",
-      "updatedAt": "2026-10-13T18:40:04Z",
+      "updatedAt": "2026-10-14T03:11:38Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/rmzlb/notifyd#readme",
@@ -30957,7 +30967,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.rubrikinc%2Frubrik-mcp/versions/0.8.20260928",
       "description": "Connect AI assistants to the Rubrik Security Cloud GraphQL API to discover, query, and automate.",
       "version": "0.8.20260928",
-      "updatedAt": "2026-10-13T18:40:06Z",
+      "updatedAt": "2026-10-14T03:11:44Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/rubrikinc/rubrik-mcp#readme",
@@ -30974,7 +30984,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.salahawad%2Foutlook-personal-mcp/versions/0.1.1",
       "description": "Full-control MCP server for a personal Outlook.com mailbox and calendar (Microsoft Graph).",
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:40:07Z",
+      "updatedAt": "2026-10-14T03:11:50Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/salahawad/outlook-personal-mcp#readme",
@@ -30994,7 +31004,7 @@
         "sas-osp"
       ],
       "version": "1.18.0",
-      "updatedAt": "2026-10-13T18:40:09Z",
+      "updatedAt": "2026-10-14T03:11:56Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/sassoftware/sas-mcp-server#readme",
@@ -31007,7 +31017,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:io.github.scavio-ai:scavio-mcp",
       "displayName": "Scavio",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/io.github.scavio-ai%2Fscavio-mcp/versions/0.22.1",
+      "url": "https://api.mcp.github.com/v0.1/servers/io.github.scavio-ai%2Fscavio-mcp/versions/0.23.0",
       "description": "Structured web data from 36 platforms: Google, YouTube, Amazon, Walmart, Reddit, TikTok, LinkedIn",
       "tags": [
         "ai",
@@ -31021,8 +31031,8 @@
         "search-api",
         "tiktok"
       ],
-      "version": "0.22.1",
-      "updatedAt": "2026-10-13T18:40:10Z",
+      "version": "0.23.0",
+      "updatedAt": "2026-10-14T03:12:02Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/scavio-ai/scavio-mcp#readme",
@@ -31043,7 +31053,7 @@
         "mcp-servers"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-10-13T18:40:13Z",
+      "updatedAt": "2026-10-14T03:12:08Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/serpapi/serpapi-mcp#readme",
@@ -31068,7 +31078,7 @@
         "typescript"
       ],
       "version": "1.1.1",
-      "updatedAt": "2026-10-13T18:40:14Z",
+      "updatedAt": "2026-10-14T03:12:14Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/shariqriazz/google-ai-search-mcp#readme",
@@ -31096,7 +31106,7 @@
         "protein-structure"
       ],
       "version": "1.5.1",
-      "updatedAt": "2026-10-13T18:40:16Z",
+      "updatedAt": "2026-10-14T03:12:20Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/smaniches/alphafold-sovereign-mcp#readme",
@@ -31124,7 +31134,7 @@
         "semantic-scholar"
       ],
       "version": "1.7.7",
-      "updatedAt": "2026-10-13T18:40:18Z",
+      "updatedAt": "2026-10-14T03:12:21Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/smaniches/semantic-scholar-mcp#readme",
@@ -31152,7 +31162,7 @@
         "drug-repurposing"
       ],
       "version": "1.3.9",
-      "updatedAt": "2026-10-13T18:40:20Z",
+      "updatedAt": "2026-10-14T03:12:27Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/smaniches/uniprot-mcp#readme",
@@ -31168,7 +31178,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.smythmyke%2Fgovtoolspro-mcp-server/versions/0.1.3",
       "description": "Workflow tools for federal contractors: go/no-go scoring, incumbent intel, recompete, NECO.",
       "version": "0.1.3",
-      "updatedAt": "2026-10-13T18:40:22Z",
+      "updatedAt": "2026-10-14T03:12:33Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/smythmyke/govtoolspro-mcp-server#readme",
@@ -31185,7 +31195,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.snyk%2Fsaw-mcp/versions/1.1.2",
       "description": "MCP server for Snyk API & Web — DAST scanning, findings management, and vulnerability triage",
       "version": "1.1.2",
-      "updatedAt": "2026-10-13T18:40:23Z",
+      "updatedAt": "2026-10-14T03:12:39Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/snyk/saw-mcp#readme",
@@ -31201,7 +31211,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.sourcegraph%2Fmcp/versions/0.1.0",
       "description": "Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.",
       "version": "0.1.0",
-      "updatedAt": "2026-10-13T18:40:24Z",
+      "updatedAt": "2026-10-14T03:12:44Z",
       "metadata": {
         "readmeUrl": "https://github.com/sourcegraph-community/mcpregistry#readme",
         "repository": "https://github.com/sourcegraph-community/mcpregistry",
@@ -31216,7 +31226,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.spacefast%2Fmcp/versions/0.5.1",
       "description": "Build, publish, and manage websites, dashboards, reports, and web tools with Spacefast.",
       "version": "0.5.1",
-      "updatedAt": "2026-10-13T18:40:26Z",
+      "updatedAt": "2026-10-14T03:12:50Z",
       "metadata": {
         "readmeUrl": "https://github.com/spacefast/mcp#readme",
         "repository": "https://github.com/spacefast/mcp",
@@ -31244,7 +31254,7 @@
         "stackql"
       ],
       "version": "0.12.778",
-      "updatedAt": "2026-10-13T18:40:27Z",
+      "updatedAt": "2026-10-14T03:12:56Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/stackql/stackql#readme",
@@ -31271,7 +31281,7 @@
         "remote-mcp"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:40:29Z",
+      "updatedAt": "2026-10-14T03:13:02Z",
       "metadata": {
         "readmeUrl": "https://github.com/suvadadepolo-blip/codex-reset-mcp#readme",
         "repository": "https://github.com/suvadadepolo-blip/codex-reset-mcp",
@@ -31294,7 +31304,7 @@
         "skillsmp"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:40:31Z",
+      "updatedAt": "2026-10-14T03:13:07Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/tambo-labs/charming-mcp#readme",
@@ -31311,7 +31321,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.tavily-ai%2Ftavily-mcp/versions/0.2.15",
       "description": "MCP server for advanced web search using Tavily",
       "version": "0.2.15",
-      "updatedAt": "2026-10-13T18:40:32Z",
+      "updatedAt": "2026-10-14T03:13:13Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/tavily-ai/tavily-mcp#readme",
@@ -31332,7 +31342,7 @@
         "model-context-protocol"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-10-13T18:40:33Z",
+      "updatedAt": "2026-10-14T03:13:19Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/tjcgraham-rgb/gaip-agents#readme",
@@ -31360,7 +31370,7 @@
         "ai-agents"
       ],
       "version": "3.0.2",
-      "updatedAt": "2026-10-13T18:40:35Z",
+      "updatedAt": "2026-10-14T03:13:25Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/uizze/uizze#readme",
@@ -31383,13 +31393,13 @@
         "vibe-coding"
       ],
       "version": "4.4.1",
-      "updatedAt": "2026-10-13T18:40:36Z",
+      "updatedAt": "2026-10-14T03:13:31Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/upstash/context7#readme",
         "repository": "https://github.com/upstash/context7",
         "repositorySource": "github",
-        "stargazerCount": 62984,
+        "stargazerCount": 62995,
         "websiteUrl": "https://context7.com"
       }
     },
@@ -31400,7 +31410,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.venomseven%2Fnslookup/versions/1.6.0",
       "description": "DNS lookups, health reports, SSL certs, security scans, GEO scoring, uptime checks",
       "version": "1.6.0",
-      "updatedAt": "2026-10-13T18:40:38Z",
+      "updatedAt": "2026-10-14T03:13:32Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/NsLookup-io/nslookup-mcp#readme",
@@ -31423,7 +31433,7 @@
         "mcp"
       ],
       "version": "0.3.6",
-      "updatedAt": "2026-10-13T18:40:39Z",
+      "updatedAt": "2026-10-14T03:13:38Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/vercel/next-devtools-mcp#readme",
@@ -31451,12 +31461,12 @@
         "spl-token"
       ],
       "version": "1.0.9",
-      "updatedAt": "2026-10-13T18:40:41Z",
+      "updatedAt": "2026-10-14T03:13:44Z",
       "metadata": {
         "readmeUrl": "https://github.com/vybenetwork/solana-mcp-vybe#readme",
         "repository": "https://github.com/vybenetwork/solana-mcp-vybe",
         "repositorySource": "github",
-        "stargazerCount": 1866,
+        "stargazerCount": 1868,
         "websiteUrl": "https://docs.vybenetwork.com/docs/mcp"
       }
     },
@@ -31478,13 +31488,13 @@
         "gemini-cli-extension"
       ],
       "version": "0.3.0",
-      "updatedAt": "2026-10-13T18:40:42Z",
+      "updatedAt": "2026-10-14T03:13:50Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/wonderwhy-er/DesktopCommanderMCP#readme",
         "repository": "https://github.com/wonderwhy-er/DesktopCommanderMCP",
         "repositorySource": "github",
-        "stargazerCount": 10028
+        "stargazerCount": 10038
       }
     },
     {
@@ -31506,7 +31516,7 @@
         "memory-os"
       ],
       "version": "0.4.346",
-      "updatedAt": "2026-10-13T18:40:45Z",
+      "updatedAt": "2026-10-14T03:13:56Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/yonro/memory-os-cli#readme",
@@ -31526,7 +31536,7 @@
         "ai-agents"
       ],
       "version": "0.9.2",
-      "updatedAt": "2026-10-13T18:40:46Z",
+      "updatedAt": "2026-10-14T03:14:01Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/zation/agent-radar#readme",
@@ -31539,16 +31549,16 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:io.github.zereight:gitlab-mcp",
       "displayName": "Zereight Gitlab",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/io.github.zereight%2Fgitlab-mcp/versions/2.2.4",
+      "url": "https://api.mcp.github.com/v0.1/servers/io.github.zereight%2Fgitlab-mcp/versions/2.2.5",
       "description": "GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.",
-      "version": "2.2.4",
-      "updatedAt": "2026-10-13T18:40:53Z",
+      "version": "2.2.5",
+      "updatedAt": "2026-10-14T03:14:07Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/zereight/gitlab-mcp#readme",
         "repository": "https://github.com/zereight/gitlab-mcp",
         "repositorySource": "github",
-        "stargazerCount": 2036
+        "stargazerCount": 2037
       }
     },
     {
@@ -31570,7 +31580,7 @@
         "zpa"
       ],
       "version": "0.15.4",
-      "updatedAt": "2026-10-13T18:40:56Z",
+      "updatedAt": "2026-10-14T03:14:14Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/zscaler/zscaler-mcp-server#readme",
@@ -31596,7 +31606,7 @@
         "media-management"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:40:58Z",
+      "updatedAt": "2026-10-14T03:14:20Z",
       "metadata": {
         "readmeUrl": "https://github.com/imagekit-developer/skills#readme",
         "repository": "https://github.com/imagekit-developer/skills",
@@ -31621,7 +31631,7 @@
         "media-management"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:40:59Z",
+      "updatedAt": "2026-10-14T03:14:26Z",
       "metadata": {
         "readmeUrl": "https://github.com/imagekit-developer/skills#readme",
         "repository": "https://github.com/imagekit-developer/skills",
@@ -31646,7 +31656,7 @@
         "media-management"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-10-13T18:41:01Z",
+      "updatedAt": "2026-10-14T03:14:31Z",
       "metadata": {
         "readmeUrl": "https://github.com/imagekit-developer/skills#readme",
         "repository": "https://github.com/imagekit-developer/skills",
@@ -31672,7 +31682,7 @@
         "typescript"
       ],
       "version": "0.1.1",
-      "updatedAt": "2026-10-13T18:41:03Z",
+      "updatedAt": "2026-10-14T03:14:37Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/screen-arts/mediawork-mcp#readme",
@@ -31700,7 +31710,7 @@
         "model-context-protocol"
       ],
       "version": "0.1.3",
-      "updatedAt": "2026-10-13T18:41:04Z",
+      "updatedAt": "2026-10-14T03:14:43Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/pasteapp/paste-mcp#readme",
@@ -31729,7 +31739,7 @@
         "url-shortener"
       ],
       "version": "3.1.0",
-      "updatedAt": "2026-10-13T18:41:06Z",
+      "updatedAt": "2026-10-14T03:14:48Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/PicSeeInc/picsee-mcp#readme",
@@ -31745,7 +31755,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.pingram%2Fmcp/versions/1.0.4",
       "description": "Send email, SMS, and voice, and manage webhooks and delivery on your Pingram account.",
       "version": "1.0.4",
-      "updatedAt": "2026-10-13T18:41:07Z",
+      "updatedAt": "2026-10-14T03:14:54Z",
       "metadata": {
         "readmeUrl": "https://github.com/pingram-io/mcp#readme",
         "repository": "https://github.com/pingram-io/mcp",
@@ -31760,7 +31770,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.port%2FPort/versions/1.0.2",
       "description": "Port.io mcp server",
       "version": "1.0.2",
-      "updatedAt": "2026-10-13T18:41:09Z",
+      "updatedAt": "2026-10-14T03:15:00Z",
       "metadata": {
         "readmeUrl": "https://github.com/port-labs/remote-mcp-server#readme",
         "repository": "https://github.com/port-labs/remote-mcp-server",
@@ -31775,7 +31785,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.shipbook%2Fmcp/versions/1.1.0",
       "description": "Debug production issues using Shipbook logs and Loglytics error insights.",
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:41:10Z",
+      "updatedAt": "2026-10-14T03:15:05Z",
       "metadata": {
         "readmeUrl": "https://github.com/ShipBook/shipbook-mcp#readme",
         "repository": "https://github.com/ShipBook/shipbook-mcp",
@@ -31796,7 +31806,7 @@
         "sast"
       ],
       "version": "1.1304.2",
-      "updatedAt": "2026-10-13T18:41:12Z",
+      "updatedAt": "2026-10-14T03:15:11Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/snyk/studio-mcp#readme",
@@ -31812,7 +31822,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.unstructured%2Ftransform/versions/0.7.2",
       "description": "Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.",
       "version": "0.7.2",
-      "updatedAt": "2026-10-13T18:41:13Z",
+      "updatedAt": "2026-10-14T03:15:17Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Unstructured-IO/unstructured-mcp-integrations#readme",
@@ -31867,7 +31877,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/md.traveler%2Fmcp/versions/1.1.0",
       "description": "A traveler's portable travel profile and trip plans. It remembers, it does not search or book.",
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:41:15Z",
+      "updatedAt": "2026-10-14T03:15:23Z",
       "metadata": {
         "readmeUrl": "https://github.com/TravelAiSolution/traveler-md-mcp-registry#readme",
         "repository": "https://github.com/TravelAiSolution/traveler-md-mcp-registry",
@@ -31890,7 +31900,7 @@
         "speedtest"
       ],
       "version": "1.1.4",
-      "updatedAt": "2026-10-13T18:41:17Z",
+      "updatedAt": "2026-10-14T03:15:28Z",
       "metadata": {
         "readmeUrl": "https://github.com/SpeedOfMe/speedofme-mcp#readme",
         "repository": "https://github.com/SpeedOfMe/speedofme-mcp",
@@ -31988,7 +31998,7 @@
         "readmeUrl": "https://github.com/microsoft/markitdown#readme",
         "repository": "https://github.com/microsoft/markitdown",
         "repositorySource": "github",
-        "stargazerCount": 189963
+        "stargazerCount": 190066
       }
     },
     {
@@ -32008,7 +32018,7 @@
         "readmeUrl": "https://github.com/microsoft/playwright-mcp#readme",
         "repository": "https://github.com/microsoft/playwright-mcp",
         "repositorySource": "github",
-        "stargazerCount": 38099
+        "stargazerCount": 38109
       }
     },
     {
@@ -32036,7 +32046,7 @@
         "readmeUrl": "https://github.com/microsoftdocs/mcp#readme",
         "repository": "https://github.com/microsoftdocs/mcp",
         "repositorySource": "github",
-        "stargazerCount": 1946
+        "stargazerCount": 1948
       }
     },
     {
@@ -32069,7 +32079,7 @@
         "mcp"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:41:19Z",
+      "updatedAt": "2026-10-14T03:15:34Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/randall-inc/dabloons#readme",
@@ -32118,7 +32128,7 @@
         "model-context-protocol"
       ],
       "version": "7.0.1",
-      "updatedAt": "2026-10-13T18:41:20Z",
+      "updatedAt": "2026-10-14T03:15:40Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Wolfe-Jam/claude-faf-mcp#readme",
@@ -32147,7 +32157,7 @@
         "typescript"
       ],
       "version": "4.0.0",
-      "updatedAt": "2026-10-13T18:41:22Z",
+      "updatedAt": "2026-10-14T03:15:46Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Wolfe-Jam/faf-mcp#readme",
@@ -32182,7 +32192,7 @@
         "readmeUrl": "https://github.com/oraios/serena#readme",
         "repository": "https://github.com/oraios/serena",
         "repositorySource": "github",
-        "stargazerCount": 30228
+        "stargazerCount": 30237
       }
     },
     {
@@ -32204,7 +32214,7 @@
         "rust"
       ],
       "version": "1.3.14",
-      "updatedAt": "2026-10-13T18:41:25Z",
+      "updatedAt": "2026-10-14T03:15:52Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/sylin-org/ghostlight#readme",
@@ -32233,7 +32243,7 @@
         "typescript"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:41:27Z",
+      "updatedAt": "2026-10-14T03:15:58Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/gamedevpl/www.gamedev.pl#readme",
@@ -32296,7 +32306,7 @@
         "mcp-server"
       ],
       "version": "0.1.0",
-      "updatedAt": "2026-10-13T18:41:28Z",
+      "updatedAt": "2026-10-14T03:16:04Z",
       "metadata": {
         "readmeUrl": "https://github.com/metadevpro/apricot-mcp#readme",
         "repository": "https://github.com/metadevpro/apricot-mcp",
@@ -32315,7 +32325,7 @@
         "mcp-server"
       ],
       "version": "0.5.3",
-      "updatedAt": "2026-10-13T18:41:30Z",
+      "updatedAt": "2026-10-14T03:16:10Z",
       "metadata": {
         "readmeUrl": "https://github.com/metadevpro/structura-mcp#readme",
         "repository": "https://github.com/metadevpro/structura-mcp",
@@ -32342,7 +32352,7 @@
         "ai-agent"
       ],
       "version": "1.1.0",
-      "updatedAt": "2026-10-13T18:41:32Z",
+      "updatedAt": "2026-10-14T03:16:15Z",
       "metadata": {
         "readmeUrl": "https://github.com/RegAI-tw/regai-legal-mcp#readme",
         "repository": "https://github.com/RegAI-tw/regai-legal-mcp",
@@ -32357,7 +32367,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/uk.sadiqoon%2Fsakh/versions/1.0.1",
       "description": "Ayatollah Khamenei corpus: fatwas, lectures, knowledge graph. Arabic/Persian. Research access.",
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:41:33Z",
+      "updatedAt": "2026-10-14T03:16:16Z",
       "metadata": {
         "readmeUrl": "https://github.com/SADIQOON-LTD/sakh-mcp#readme",
         "repository": "https://github.com/SADIQOON-LTD/sakh-mcp",
@@ -32377,7 +32387,7 @@
         "ttb"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-10-13T18:41:34Z",
+      "updatedAt": "2026-10-14T03:16:22Z",
       "metadata": {
         "readmeUrl": "https://github.com/cola-cloud-us/colacloud-mcp-connector#readme",
         "repository": "https://github.com/cola-cloud-us/colacloud-mcp-connector",
@@ -32404,7 +32414,7 @@
         "database"
       ],
       "version": "1.5.0",
-      "updatedAt": "2026-10-13T18:41:36Z",
+      "updatedAt": "2026-10-14T03:16:28Z",
       "metadata": {
         "readmeUrl": "https://github.com/scalixworld/scalix-cloud-mcp#readme",
         "repository": "https://github.com/scalixworld/scalix-cloud-mcp",
@@ -32438,7 +32448,7 @@
         "readmeUrl": "https://github.com/zapier/zapier-mcp#readme",
         "repository": "https://github.com/zapier/zapier-mcp",
         "repositorySource": "github",
-        "stargazerCount": 434
+        "stargazerCount": 435
       }
     }
   ]
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..e7cc6c1
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1 @@
+Pillow==12.3.0
diff --git a/scripts/generate_ai_catalog.py b/scripts/generate_ai_catalog.py
index 4bdcae1..db13025 100644
--- a/scripts/generate_ai_catalog.py
+++ b/scripts/generate_ai_catalog.py
@@ -1,6 +1,8 @@
 #!/usr/bin/env python3
 
 import argparse
+import hashlib
+import io
 import json
 import re
 from pathlib import Path, PurePosixPath
@@ -8,6 +10,8 @@
 from urllib.parse import unquote, urlencode, urlparse
 from urllib.request import Request, urlopen
 
+from PIL import Image, UnidentifiedImageError
+
 SCRIPT = Path(__file__).resolve()
 ROOT = SCRIPT.parents[1]
 SOURCE_DIR = ROOT / "catalog"
@@ -23,6 +27,186 @@
 CANVAS_ONLY_REQUIRED_TAGS = frozenset(("canvas", "canvas-only", "github-copilot"))
 NON_CANVAS_PLUGIN_TAGS = frozenset(("agent", "hook", "mcp-server", "skill"))
 SOURCE_SET_PATTERN = re.compile(r"^[A-Za-z0-9_.-]+/[A-Za-z0-9_.-]+$")
+ICON_METADATA_KEY = "com.github.agentfinder.icon.url"
+ICON_OVERLAY = "catalog-icons.json"
+MAX_ICON_BYTES = 256 * 1024
+MAX_ICON_DIMENSION = 512
+ICON_PATH_PATTERN = re.compile(
+    r"/github/agentfinder-catalog/[0-9a-f]{40}/"
+    r"(icons/[A-Za-z0-9_-][A-Za-z0-9_.-]*/[A-Za-z0-9_-][A-Za-z0-9_.-]*\.png)"
+)
+
+
+def validate_png(content, source):
+    if len(content) > MAX_ICON_BYTES:
+        fail(f"{source}: asset exceeds {MAX_ICON_BYTES} bytes")
+    try:
+        with Image.open(io.BytesIO(content), formats=["PNG"]) as image:
+            if not all(1 <= dimension <= MAX_ICON_DIMENSION for dimension in image.size):
+                fail(f"{source}: PNG dimensions must be between 1 and {MAX_ICON_DIMENSION}")
+            image.verify()
+        # Verification checks file integrity; reopening also exercises actual decoding.
+        with Image.open(io.BytesIO(content), formats=["PNG"]) as image:
+            if getattr(image, "is_animated", False):
+                fail(f"{source}: animated PNGs are not supported")
+            image.load()
+    except (UnidentifiedImageError, OSError, SyntaxError, ValueError, IndexError,
+            Image.DecompressionBombError) as error:
+        fail(f"{source}: invalid PNG: {error}")
+
+
+def validate_icon_url(value, source):
+    if not isinstance(value, str):
+        fail(f"{source}: url must be a string")
+    try:
+        url = urlparse(value)
+        url.port
+    except ValueError:
+        fail(f"{source}: url must be a valid commit-pinned raw GitHub URL")
+    match = ICON_PATH_PATTERN.fullmatch(url.path)
+    if (
+        url.scheme != "https" or url.netloc != "raw.githubusercontent.com"
+        or url.query or url.fragment or "?" in value or "#" in value
+        or not match or value != url.geturl()
+    ):
+        fail(
+            f"{source}: url must be an HTTPS raw.githubusercontent.com URL for "
+            "github/agentfinder-catalog/<40-hex-commit>/icons/<publisher>/<asset>.png"
+        )
+    return Path(match[1])
+
+
+def validate_provenance_url(value, source):
+    if not isinstance(value, str) or any(character.isspace() for character in value):
+        fail(f"{source}: must be a public absolute HTTPS URL")
+    try:
+        url = urlparse(value)
+        hostname = url.hostname
+        port = url.port
+    except ValueError:
+        fail(f"{source}: must be a valid public absolute HTTPS URL")
+    if (
+        url.scheme != "https" or not hostname or "\\" in value
+        or url.username is not None or url.password is not None or port is not None
+    ):
+        fail(f"{source}: must be a public absolute HTTPS URL without credentials or ports")
+
+
+def validate_icon_asset(declaration, source):
+    relative = validate_icon_url(declaration.get("url"), source)
+    provenance = declaration.get("provenance")
+    licensed_fields = {"sourceUrl", "license", "permissionUrl", "sha256"}
+    approval_fields = {"sourceUrl", "approval", "sha256"}
+    if (
+        not isinstance(provenance, dict)
+        or set(provenance) not in (licensed_fields, approval_fields)
+    ):
+        fail(
+            f"{source}: provenance must contain sourceUrl and sha256, plus either "
+            "license and permissionUrl, or an explicit approval attestation"
+        )
+    validate_provenance_url(provenance["sourceUrl"], f"{source}: provenance.sourceUrl")
+    if "approval" in provenance:
+        if not isinstance(provenance["approval"], str) or not provenance["approval"].strip():
+            fail(f"{source}: provenance.approval must be a non-empty redistribution attestation")
+    else:
+        validate_provenance_url(provenance["permissionUrl"], f"{source}: provenance.permissionUrl")
+        license_name = provenance["license"]
+        if not isinstance(license_name, str) or not license_name.strip():
+            fail(f"{source}: provenance.license must be a non-empty license or permission label")
+    digest = provenance["sha256"]
+    if not isinstance(digest, str) or not re.fullmatch(r"[0-9a-f]{64}", digest):
+        fail(f"{source}: provenance.sha256 must be a lowercase SHA-256 hex digest")
+    path = ROOT / relative
+    try:
+        if any(
+            (ROOT / Path(*relative.parts[:index])).is_symlink()
+            for index in range(1, len(relative.parts) + 1)
+        ):
+            fail(f"{source}: asset path must not contain symlinks")
+        if not path.resolve().is_relative_to((ROOT / "icons").resolve()):
+            fail(f"{source}: asset must stay within icons/")
+        with path.open("rb") as asset:
+            content = asset.read(MAX_ICON_BYTES + 1)
+    except OSError as error:
+        fail(f"{source}: cannot read asset {relative}: {error}")
+    if len(content) > MAX_ICON_BYTES:
+        fail(f"{source}: asset exceeds {MAX_ICON_BYTES} bytes")
+    if hashlib.sha256(content).hexdigest() != digest:
+        fail(f"{source}: asset SHA-256 does not match provenance.sha256")
+    validate_png(content, source)
+
+
+def load_icon_declarations():
+    path = ROOT / ICON_OVERLAY
+    if path.is_symlink():
+        fail(f"{ICON_OVERLAY}: overlay must not be a symlink")
+    if not path.exists():
+        return []
+
+    def unique_object(pairs):
+        result = {}
+        for key, value in pairs:
+            if key in result:
+                fail(f"{ICON_OVERLAY}: duplicate JSON key {key}")
+            result[key] = value
+        return result
+
+    try:
+        document = json.loads(path.read_text(encoding="utf-8"), object_pairs_hook=unique_object)
+    except (OSError, UnicodeError, json.JSONDecodeError) as error:
+        fail(f"{ICON_OVERLAY}: cannot load JSON: {error}")
+    if (
+        not isinstance(document, dict) or set(document) != {"icons"}
+        or not isinstance(document["icons"], list)
+    ):
+        fail(f"{ICON_OVERLAY}: expected an object containing only an icons array")
+    seen = {}
+    for index, declaration in enumerate(document["icons"]):
+        source = f"{ICON_OVERLAY} icons[{index}]"
+        if (
+            not isinstance(declaration, dict)
+            or not {"identifier", "url", "provenance"}.issubset(declaration)
+            or set(declaration) - {"identifier", "version", "url", "provenance"}
+        ):
+            fail(f"{source}: expected identifier, optional version, url, and provenance")
+        identifier = declaration["identifier"]
+        if not isinstance(identifier, str) or not re.fullmatch(
+            r"urn:air:[A-Za-z0-9.-]+(?::[A-Za-z0-9._-]+)+", identifier
+        ):
+            fail(f"{source}: identifier must be an exact generated urn:air: identity")
+        version = declaration.get("version")
+        if "version" in declaration and (
+            not isinstance(version, str) or not version.strip()
+        ):
+            fail(f"{source}: version must be a non-empty string when supplied")
+        versions = seen.setdefault(identifier, set())
+        if version in versions or (versions and (version is None or None in versions)):
+            fail(f"{source}: overlapping icon declarations for {identifier}")
+        versions.add(version)
+        validate_icon_asset(declaration, source)
+    return document["icons"]
+
+
+def apply_icon_declarations(entries, declarations):
+    by_identifier = {}
+    for entry in entries:
+        by_identifier.setdefault(entry["identifier"], []).append(entry)
+    for index, declaration in enumerate(declarations):
+        matches = [
+            entry for entry in by_identifier.get(declaration["identifier"], ())
+            if "version" not in declaration or entry.get("version") == declaration["version"]
+        ]
+        if not matches:
+            fail(
+                f"{ICON_OVERLAY} icons[{index}]: unmatched icon declaration for "
+                f"{declaration['identifier']} {declaration.get('version', '(all versions)')}"
+            )
+        for entry in matches:
+            entry["metadata"] = {
+                **(entry.get("metadata") or {}),
+                ICON_METADATA_KEY: declaration["url"],
+            }
 
 
 def fail(message):
@@ -60,6 +244,8 @@ def validate_repository_metadata(metadata, source):
         return
     if not isinstance(metadata, dict):
         fail(f"{source}: metadata must be an object")
+    if ICON_METADATA_KEY in metadata:
+        fail(f"{source}: {ICON_METADATA_KEY} must be declared through {ICON_OVERLAY}")
 
     source_set = metadata.get("sourceSet")
     repo_path = metadata.get("repoPath")
@@ -257,6 +443,7 @@ def display_name(entry, registry_record=None):
 
 
 def generate():
+    icon_declarations = load_icon_declarations()
     entries = []
     identities = set()
     local_identifiers = set()
@@ -308,6 +495,8 @@ def add(entry, source):
                 generated["displayName"] = name
             add(generated, source)
 
+    apply_icon_declarations(entries, icon_declarations)
+
     if len(entries) > MAX_ENTRIES:
         fail(f"catalog has {len(entries)} entries; limit is {MAX_ENTRIES}")
 
diff --git a/tests/test_catalog_workflow.py b/tests/test_catalog_workflow.py
index 3ab263f..abb3846 100644
--- a/tests/test_catalog_workflow.py
+++ b/tests/test_catalog_workflow.py
@@ -19,6 +19,12 @@ def test_refresh_triggers_and_publication_guard(self):
         self.assertIn("  workflow_dispatch:\n", WORKFLOW)
         self.assertIn("  push:\n    branches:\n      - main\n", WORKFLOW)
         self.assertIn("  pull_request:\n    paths:\n", WORKFLOW)
+        for path in ("catalog-icons.json", "icons/**", "CONTRIBUTING.md", "README.md", "requirements.txt"):
+            self.assertIn(f'      - "{path}"\n', WORKFLOW)
+        self.assertLess(
+            WORKFLOW.index("python3 -m pip install -r requirements.txt"),
+            WORKFLOW.index("python3 -m unittest discover -s tests"),
+        )
         self.assertIn(
             "        if: (github.event_name == 'push' || "
             "github.event_name == 'schedule' || "
diff --git a/tests/test_generate_ai_catalog.py b/tests/test_generate_ai_catalog.py
index ed7dc45..3a47268 100644
--- a/tests/test_generate_ai_catalog.py
+++ b/tests/test_generate_ai_catalog.py
@@ -1,14 +1,399 @@
+import hashlib
+import io
 import json
 import re
+import struct
 import tempfile
 import unittest
+import zlib
 from pathlib import Path
 from urllib.parse import parse_qs, urlparse
 from unittest.mock import patch
 
+from PIL import Image
+
 from scripts import generate_ai_catalog
 
 
+class CatalogIconsTest(unittest.TestCase):
+    COMMIT = "0123456789abcdef0123456789abcdef01234567"
+    URL = (
+        "https://raw.githubusercontent.com/github/agentfinder-catalog/"
+        f"{COMMIT}/icons/example/weather.png"
+    )
+    IDENTIFIER = "urn:air:registry.modelcontextprotocol.io:example:weather"
+
+    @staticmethod
+    def chunk(kind, payload):
+        return (
+            struct.pack(">I", len(payload)) + kind + payload
+            + struct.pack(">I", zlib.crc32(kind + payload))
+        )
+
+    @classmethod
+    def png(cls, width=1, height=1, pixel=b"\x00\x00\x00\xff", interlace=0):
+        header = struct.pack(">IIBBBBB", width, height, 8, 6, 0, 0, interlace)
+        pixels = (b"\x00" + pixel * width) * height
+        return (
+            b"\x89PNG\r\n\x1a\n" + cls.chunk(b"IHDR", header)
+            + cls.chunk(b"IDAT", zlib.compress(pixels)) + cls.chunk(b"IEND", b"")
+        )
+
+    def setUp(self):
+        temporary = tempfile.TemporaryDirectory()
+        self.addCleanup(temporary.cleanup)
+        self.root = Path(temporary.name)
+        self.asset = self.root / "icons/example/weather.png"
+        self.asset.parent.mkdir(parents=True)
+        self.asset.write_bytes(self.png())
+        self.overlay = self.root / "catalog-icons.json"
+        self.source = self.root / "catalog/example"
+        self.source.mkdir(parents=True)
+        self.remote = {
+            "identifier": "urn:ai:registry.modelcontextprotocol.io:example:weather",
+            "displayName": "Weather",
+            "type": "application/mcp-server+json",
+            "version": "1.0.0",
+            "url": "https://api.mcp.github.com/v0.1/servers/example%2Fweather/versions/1.0.0",
+            "metadata": {
+                "repository": "https://github.com/example/weather",
+                "connectorId": "unchanged",
+                "materialization": {"nativeUrl": "https://example.com/install"},
+            },
+        }
+        self.local = {
+            "identifier": "urn:ai:github.com:example:skills:weather",
+            "displayName": "Weather skill",
+            "mediaType": "application/ai-skill",
+            "url": "https://github.com/example/skills/blob/main/weather/SKILL.md",
+            "metadata": {"sourceSet": "example/skills", "repoPath": "weather/SKILL.md"},
+        }
+        (self.source / "weather.json").write_text(json.dumps(self.local), encoding="utf-8")
+        for patcher in (
+            patch.object(generate_ai_catalog, "ROOT", self.root),
+            patch.object(generate_ai_catalog, "SOURCE_DIR", self.root / "catalog"),
+            patch.object(generate_ai_catalog, "load_mcp_entries", return_value=[self.remote]),
+            patch.object(generate_ai_catalog, "load_mcp_registry_records", return_value=[]),
+        ):
+            patcher.start()
+            self.addCleanup(patcher.stop)
+
+    def declaration(self, **changes):
+        return {
+            "identifier": self.IDENTIFIER,
+            "url": self.URL,
+            "provenance": {
+                "sourceUrl": "https://example.com/weather-artwork",
+                "license": "CC0-1.0",
+                "permissionUrl": "https://example.com/weather-artwork-permission",
+                "sha256": hashlib.sha256(self.asset.read_bytes()).hexdigest(),
+            },
+        } | changes
+
+    def write_overlay(self, *declarations):
+        self.overlay.write_text(json.dumps({"icons": declarations}), encoding="utf-8")
+
+    def generate(self):
+        rendered, count = generate_ai_catalog.generate()
+        entries = json.loads(rendered)["entries"]
+        self.assertEqual(len(entries), count)
+        return rendered, entries
+
+    def test_empty_and_absent_overlay_are_byte_identical(self):
+        baseline, _ = self.generate()
+        self.write_overlay()
+        rendered, _ = self.generate()
+        self.assertEqual(rendered, baseline)
+
+    def test_local_and_imported_icons_preserve_every_other_field(self):
+        _, baseline = self.generate()
+        source_bytes = (self.source / "weather.json").read_bytes()
+        remote_bytes = json.dumps(self.remote)
+        local_id = self.local["identifier"].replace("urn:ai:", "urn:air:", 1)
+        self.write_overlay(self.declaration(), self.declaration(identifier=local_id))
+        rendered, entries = self.generate()
+        self.assertEqual(len(entries), 2)
+        self.assertNotIn(b"provenance", rendered)
+        self.assertNotIn(b"metadata.github.icon.url", rendered)
+        for before, after in zip(baseline, entries):
+            self.assertEqual(
+                after,
+                before | {"metadata": before["metadata"] | {
+                    generate_ai_catalog.ICON_METADATA_KEY: self.URL,
+                }},
+            )
+        self.assertEqual((self.source / "weather.json").read_bytes(), source_bytes)
+        self.assertEqual(json.dumps(self.remote), remote_bytes)
+        self.write_overlay(self.declaration(identifier=local_id), self.declaration())
+        self.assertEqual(self.generate()[0], rendered)
+
+    def test_inline_data_and_missing_metadata_are_preserved(self):
+        inline = self.local.copy()
+        inline.pop("url")
+        inline.pop("metadata")
+        inline["data"] = {"nativeConfig": {"endpoint": "https://example.com/install"}}
+        (self.source / "weather.json").write_text(json.dumps(inline), encoding="utf-8")
+        _, baseline = self.generate()
+        self.write_overlay(self.declaration(identifier=baseline[0]["identifier"]))
+        _, entries = self.generate()
+        self.assertEqual(entries[0], baseline[0] | {
+            "metadata": {generate_ai_catalog.ICON_METADATA_KEY: self.URL},
+        })
+        self.assertEqual(entries[1], baseline[1])
+
+    def test_exact_generated_fixture(self):
+        self.remote.pop("metadata")
+        self.write_overlay(self.declaration())
+        _, entries = self.generate()
+        self.assertEqual(entries[1], {
+            "identifier": self.IDENTIFIER,
+            "displayName": "Weather",
+            "type": "application/mcp-server+json",
+            "version": "1.0.0",
+            "url": "https://api.mcp.github.com/v0.1/servers/example%2Fweather/versions/1.0.0",
+            "metadata": {"com.github.agentfinder.icon.url": self.URL},
+        })
+
+    def test_local_shadowing_of_registry_entries_is_unchanged(self):
+        self.remote["identifier"] = self.local["identifier"]
+        identifier = self.local["identifier"].replace("urn:ai:", "urn:air:", 1)
+        self.write_overlay(self.declaration(identifier=identifier))
+        _, entries = self.generate()
+        self.assertEqual(len(entries), 1)
+        self.assertEqual(entries[0]["url"], self.local["url"])
+
+    def test_optional_version_and_registry_rollover(self):
+        second = self.remote | {"version": "2.0.0", "url": self.remote["url"].replace("1.0.0", "2.0.0")}
+        with patch.object(generate_ai_catalog, "load_mcp_entries", return_value=[self.remote, second]):
+            self.write_overlay(self.declaration(version="1.0.0"))
+            _, entries = self.generate()
+            self.assertIn(generate_ai_catalog.ICON_METADATA_KEY, entries[1]["metadata"])
+            self.assertNotIn(generate_ai_catalog.ICON_METADATA_KEY, entries[2]["metadata"])
+            self.write_overlay(self.declaration())
+            _, entries = self.generate()
+            self.assertTrue(all(
+                entry["metadata"][generate_ai_catalog.ICON_METADATA_KEY] == self.URL
+                for entry in entries[1:]
+            ))
+            self.write_overlay(self.declaration(version="1.0.0"), self.declaration(version="2.0.0"))
+            _, exact = self.generate()
+            self.assertEqual(exact, entries)
+        with patch.object(generate_ai_catalog, "load_mcp_entries", return_value=[second]):
+            self.write_overlay(self.declaration())
+            self.generate()
+            self.write_overlay(self.declaration(version="1.0.0"))
+            with self.assertRaisesRegex(SystemExit, r"icons\[0\].*unmatched.*1\.0\.0"):
+                self.generate()
+
+    def test_add_replace_remove_is_reversible_and_deterministic(self):
+        baseline, _ = self.generate()
+        self.write_overlay(self.declaration())
+        added, _ = self.generate()
+        self.assertNotEqual(added, baseline)
+        self.assertEqual(added, self.generate()[0])
+        self.asset.write_bytes(self.png(pixel=b"\xff\x00\x00\xff"))
+        replacement = self.URL.replace(self.COMMIT, "f" * 40)
+        self.write_overlay(self.declaration(url=replacement))
+        replaced, entries = self.generate()
+        self.assertNotEqual(added, replaced)
+        self.assertEqual(entries[1]["metadata"][generate_ai_catalog.ICON_METADATA_KEY], replacement)
+        self.write_overlay()
+        self.assertEqual(self.generate()[0], baseline)
+
+    def test_overlap_and_unmatched_declarations_fail(self):
+        for declarations, message in (
+            ([self.declaration(), self.declaration()], "overlapping"),
+            ([self.declaration(), self.declaration(version="1.0.0")], "overlapping"),
+            ([self.declaration(version="1.0.0"), self.declaration()], "overlapping"),
+            ([self.declaration(version="1.0.0"), self.declaration(version="1.0.0")], "overlapping"),
+            ([self.declaration(identifier=self.IDENTIFIER + "-missing")], "unmatched"),
+        ):
+            with self.subTest(declarations=declarations):
+                self.write_overlay(*declarations)
+                with self.assertRaisesRegex(SystemExit, message):
+                    self.generate()
+
+    def test_invalid_overlay_shapes_and_duplicate_keys(self):
+        for document in (
+            "{", "null", "[]", "{}", '{"icons":{}}', '{"icons":[],"other":1}',
+            '{"icons":[],"icons":[]}', '{"icons":[{"identifier":"a","identifier":"b"}]}',
+        ):
+            with self.subTest(document=document):
+                self.overlay.write_text(document, encoding="utf-8")
+                with self.assertRaisesRegex(SystemExit, "catalog-icons.json"):
+                    self.generate()
+        for declaration in (
+            None, [], {}, self.declaration(extra=True),
+            self.declaration(identifier=self.remote["identifier"]),
+            self.declaration(identifier=None),
+            self.declaration(version=None), self.declaration(version=""), self.declaration(version=1),
+        ):
+            with self.subTest(declaration=declaration):
+                self.write_overlay(declaration)
+                with self.assertRaisesRegex(SystemExit, r"catalog-icons.json icons\[0\]"):
+                    self.generate()
+
+    def test_invalid_urls(self):
+        for url in (
+            None, 1, "", "/relative.png", self.URL.replace("https:", "http:"),
+            self.URL.replace("raw.githubusercontent.com", "raw.githubusercontent.com.evil.test"),
+            self.URL.replace("raw.githubusercontent.com", "github.com"),
+            self.URL.replace("raw.githubusercontent.com", "raw.githubusercontent.com:443"),
+            self.URL.replace("raw.githubusercontent.com", "user@raw.githubusercontent.com"),
+            self.URL.replace("github/agentfinder-catalog", "other/repository"),
+            self.URL.replace(self.COMMIT, "main"), self.URL.replace(self.COMMIT, "a" * 39),
+            self.URL.replace("icons/example", "icons/../example"),
+            self.URL.replace("weather.png", "%77eather.png"),
+            self.URL.replace("weather.png", "weather.svg"),
+            self.URL.replace("icons/example", "icons\\example"),
+            self.URL + "?download=1", self.URL + "#image", self.URL + "?", self.URL + "#",
+            self.URL.replace("https://", "https://[invalid/"), "\n" + self.URL,
+        ):
+            with self.subTest(url=url):
+                self.write_overlay(self.declaration(url=url))
+                with self.assertRaisesRegex(SystemExit, "url must"):
+                    self.generate()
+
+    def test_invalid_provenance_and_missing_assets(self):
+        base = self.declaration()["provenance"]
+        for provenance in (
+            None, [], {}, base | {"extra": "field"}, base | {"license": ""},
+            base | {"sourceUrl": "relative"}, base | {"permissionUrl": "http://example.com"},
+            base | {"permissionUrl": "https://user@example.com"},
+            base | {"sourceUrl": "https://example.com:443/file"},
+            base | {"sourceUrl": "https://[invalid"}, base | {"sourceUrl": "https://example.com/a b"},
+            base | {"sha256": "not-a-digest"}, base | {"sha256": "A" * 64},
+            base | {"sha256": "a" * 64},
+        ):
+            with self.subTest(provenance=provenance):
+                self.write_overlay(self.declaration(provenance=provenance))
+                with self.assertRaisesRegex(SystemExit, "provenance"):
+                    self.generate()
+        self.write_overlay(self.declaration(url=self.URL.replace("weather.png", "missing.png")))
+        with self.assertRaisesRegex(SystemExit, "cannot read asset"):
+            self.generate()
+
+    def test_explicit_redistribution_approval_without_fabricated_license(self):
+        provenance = self.declaration()["provenance"]
+        provenance.pop("license")
+        provenance.pop("permissionUrl")
+        provenance["approval"] = "Selected artwork approved for public redistribution."
+        self.write_overlay(self.declaration(provenance=provenance))
+        rendered, _ = self.generate()
+        self.assertNotIn(b"approval", rendered)
+        for invalid in (
+            provenance | {"approval": ""},
+            provenance | {"approval": None},
+            provenance | {"license": "invented"},
+            {key: value for key, value in provenance.items() if key != "approval"},
+        ):
+            with self.subTest(provenance=invalid):
+                self.write_overlay(self.declaration(provenance=invalid))
+                with self.assertRaisesRegex(SystemExit, "provenance"):
+                    self.generate()
+
+    def test_symlink_asset_and_overlay_rejected(self):
+        link = self.asset.with_name("link.png")
+        link.symlink_to(self.asset)
+        self.write_overlay(self.declaration(url=self.URL.replace("weather.png", "link.png")))
+        with self.assertRaisesRegex(SystemExit, "symlinks"):
+            self.generate()
+        (self.root / "icons/alias").symlink_to(self.root, target_is_directory=True)
+        self.write_overlay(self.declaration(url=self.URL.replace("icons/example", "icons/alias")))
+        with self.assertRaisesRegex(SystemExit, "symlinks"):
+            self.generate()
+        self.overlay.unlink()
+        self.overlay.symlink_to(self.asset)
+        with self.assertRaisesRegex(SystemExit, "overlay must not be a symlink"):
+            self.generate()
+
+    def test_asset_size_dimensions_and_png_integrity(self):
+        for content, message in (
+            (b"not a PNG", "invalid PNG"),
+            (self.png(0, 1), "invalid PNG"), (self.png(513, 1), "dimensions"),
+            (self.png(1, 513), "dimensions"),
+            (self.png()[:30], "invalid PNG"),
+            (self.png()[:-12], "invalid PNG"),
+            (self.png().replace(b"IDAT", b"JDAT"), "invalid PNG"),
+            (self.png() + b"\0" * generate_ai_catalog.MAX_ICON_BYTES, "exceeds"),
+        ):
+            with self.subTest(message=message):
+                self.asset.write_bytes(content)
+                self.write_overlay(self.declaration())
+                with self.assertRaisesRegex(SystemExit, message):
+                    self.generate()
+        png = self.png()
+        padding = self.chunk(b"tEXt", b"comment\0" + b"x" * (
+            generate_ai_catalog.MAX_ICON_BYTES - len(png) - 12 - 8
+        ))
+        at_limit = png[:33] + padding + png[33:]
+        self.assertEqual(len(at_limit), generate_ai_catalog.MAX_ICON_BYTES)
+        for content in (self.png(512, 512), self.png(interlace=1), at_limit):
+            self.asset.write_bytes(content)
+            self.write_overlay(self.declaration())
+            self.generate()
+
+    def test_png_palette_and_adam7_layout(self):
+        signature = b"\x89PNG\r\n\x1a\n"
+        end = self.chunk(b"IEND", b"")
+        indexed = self.chunk(b"IHDR", struct.pack(">IIBBBBB", 1, 1, 1, 3, 0, 0, 0))
+        palette = self.chunk(b"PLTE", b"\0\0\0")
+        data = self.chunk(b"IDAT", zlib.compress(b"\0\0"))
+        rgba = self.chunk(b"IHDR", struct.pack(">IIBBBBB", 2, 2, 8, 6, 0, 0, 1))
+        # A 2x2 Adam7 image has one pixel in passes 1 and 6, and two in pass 7.
+        interlaced = self.chunk(b"IDAT", zlib.compress(
+            b"\0" + b"\xff\0\0\xff" + b"\0" + b"\0\xff\0\xff"
+            + b"\0" + b"\xff\0\0\xff" + b"\0\xff\0\xff"
+        ))
+        for chunks in ([indexed, palette, data, end], [rgba, interlaced, end]):
+            self.asset.write_bytes(signature + b"".join(chunks))
+            self.write_overlay(self.declaration())
+            self.generate()
+
+    def test_png_decode_errors_are_rejected(self):
+        header = self.chunk(b"IHDR", struct.pack(">IIBBBBB", 1, 1, 8, 6, 0, 0, 0))
+        signature = b"\x89PNG\r\n\x1a\n"
+        end = self.chunk(b"IEND", b"")
+        for chunks in (
+            [header, self.chunk(b"IDAT", zlib.compress(b"\x05" + b"\0" * 4)), end],
+            [header, self.chunk(b"IDAT", b"not compressed image data"), end],
+            [header, end],
+            [self.chunk(b"IDAT", zlib.compress(b"\0" * 5)), header, end],
+        ):
+            with self.subTest(chunks=chunks):
+                self.asset.write_bytes(signature + b"".join(chunks))
+                self.write_overlay(self.declaration())
+                with self.assertRaisesRegex(SystemExit, "invalid PNG"):
+                    self.generate()
+
+    def test_animation_and_other_formats_are_rejected(self):
+        first = Image.new("RGBA", (2, 2), "red")
+        second = Image.new("RGBA", (2, 2), "blue")
+        animated = io.BytesIO()
+        first.save(animated, format="PNG", save_all=True, append_images=[second])
+        gif = io.BytesIO()
+        first.save(gif, format="GIF")
+        for content, message in (
+            (animated.getvalue(), "animated PNG"),
+            (gif.getvalue(), "invalid PNG"),
+        ):
+            self.asset.write_bytes(content)
+            self.write_overlay(self.declaration())
+            with self.assertRaisesRegex(SystemExit, message):
+                self.generate()
+
+    def test_reserved_key_cannot_bypass_overlay_review(self):
+        self.local["metadata"][generate_ai_catalog.ICON_METADATA_KEY] = self.URL
+        (self.source / "weather.json").write_text(json.dumps(self.local), encoding="utf-8")
+        with self.assertRaisesRegex(SystemExit, "must be declared through catalog-icons.json"):
+            self.generate()
+        self.local["metadata"].pop(generate_ai_catalog.ICON_METADATA_KEY)
+        (self.source / "weather.json").write_text(json.dumps(self.local), encoding="utf-8")
+        self.remote["metadata"][generate_ai_catalog.ICON_METADATA_KEY] = self.URL
+        with self.assertRaisesRegex(SystemExit, "must be declared through catalog-icons.json"):
+            self.generate()
+
+
 class ValidateEntryTest(unittest.TestCase):
     @staticmethod
     def canvas_entry():
@@ -482,6 +867,9 @@ def test_power_bi_uses_only_registry_entry_across_version_updates(self):
                     },
                 }
                 with (
+                    patch.object(
+                        generate_ai_catalog, "load_icon_declarations", return_value=[]
+                    ),
                     patch.object(
                         generate_ai_catalog, "load_mcp_entries", return_value=[remote]
                     ),