Let AI Agents adapt to and use 1000+ existing software packages, no modifications required.
| Metric | Value |
|---|---|
| Total packages | 1,428 |
| Build successes | 1,223 |
| Success rate | 85.6% |
1,428 packages classified by AI agent after reading each package's README.
| Domain | Packages | Share |
|---|---|---|
| 🔧 Developer Tools | 611 | 42.8% |
| 🖥️ System & DevOps | 336 | 23.5% |
| 🌐 Networking | 173 | 12.1% |
| 📝 Office & Documents | 89 | 6.2% |
| 🔐 Security & Crypto | 83 | 5.8% |
| 🔬 Science & Engineering | 76 | 5.3% |
| 🎬 Multimedia | 25 | 1.8% |
| 🎨 Images & Design | 17 | 1.2% |
| 📦 Other | 18 | 1.3% |
| Category | Packages | Success | Rate |
|---|---|---|---|
| python | 57 | 57 | 100% |
| lang-eco | 24 | 24 | 100% |
| web / cli-* | 8 | 8 | 100% |
| remaining | 191 | 187 | 97.9% |
| admin-net | 174 | 158 | 90.8% |
| utils | 264 | 239 | 90.5% |
| devel | 366 | 296 | 80.9% |
| text-editors | 129 | 103 | 79.8% |
| science-db | 179 | 143 | 79.9% |
| javascript | 8 | 5 | 62% |
| cli-data | 3 | 2 | 67% |
| multimedia | 3 | 1 | 33% |
Agents access existing software through an adaptation layer — the software itself remains unmodified.
CLI tools, interpreted language libraries, and other common utility software are adapted via Docker containers, providing JSON-RPC 2.0 over stdin/stdout.
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | docker run --rm -i mass-toolize/<name>As an extension, GUI applications or software lacking a friendly CLI are also adapted, providing JSON-RPC 2.0 over Unix Domain Socket.
Featured case studies:
| Application | Description |
|---|---|
| Google Earth Pro | AI navigates the 3D globe: fly to coordinates, control camera, capture satellite views |
| WPS | AI controls spreadsheets: fill data, write formulas, apply styles — no human clicks |
| Mosquitto | Smart home dashboard: real-time temperature, humidity, lighting, remote device control |
| GnuCash | AI automates accounting: create accounts, book entries, run reports |
| Pidgin | AI controls chat: send messages, change status, UI syncs instantly |
| Inkscape | AI drives vector graphics, drawing colorful shapes in real time |
# Provision (first time — replaces TOOLIZE2026_* placeholders)
cp configure.env.example configure.env
vim configure.env
python3 configure.py
# Build
CATEGORY=utils MAX_PACKAGES=9999 ./batch-smoke.shJSON-RPC 2.0 over stdin/stdout. The extension uses Unix Domain Socket.
Base image: TOOLIZE2026_REGISTRY/uos:2501-deps.
Run python3 configure.py after first clone:
| Placeholder | Description |
|---|---|
TOOLIZE2026_SUDO_PASSWORD |
Sudo password |
TOOLIZE2026_REGISTRY |
Docker registry address |
TOOLIZE2026_INTERNAL_DOMAIN |
Internal domain name |
TOOLIZE2026_SMTP_SERVER |
SMTP server |
TOOLIZE2026_PROXY_SERVER |
HTTP/HTTPS proxy |
TOOLIZE2026_DEV_EMAIL_DOMAIN |
Developer email domain |
TOOLIZE2026_HOME_DIR |
User home directory |
TOOLIZE2026_WORKSPACE |
Project workspace root |