An MCP server that makes your AI agent learn and evolve — one skill at a time.
Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.
Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"skillforge-mcp","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.
Everything here was measured by our prober or read from a registry. Nothing is self-reported.
Attributed to the source that supplied each field. Treated as claims, not facts.
<p align="center"> <img src="https://img.shields.io/pypi/v/skillforge-mcp?style=for-the-badge&logo=pypi&logoColor=white&label=PyPI" alt="PyPI"/> <img src="https://img.shields.io/badge/MCP-Server-blueviolet?style=for-the-badge" alt="MCP Server"/> <img src="https://img.shields.io/badge/python-≥3.10-3776AB?style=for-the-badge&logo=python&logoColor=white" alt="Python"/> <img src="https://img.shields.io/badge/license-MIT-green?style=for-the-badge" alt="License"/> <img src="https://img.shields.io/github/stars/CatVinci-Studio/skillForge?style=for-the-badge&logo=github" alt="Stars"/> </p> <h1 align="center">🛠️ SkillForge</h1> <p align="center"> <strong>An MCP server that makes your AI agent learn and evolve — one skill at a time.</strong> </p> <p align="center"> <em>Skills are reusable instructions that get better with every conversation.</em> </p> <p align="center"> <a href="README_CN.md">🇨🇳 中文文档</a> · <a href="https://pypi.org/project/skillforge-mcp/">📦 PyPI</a> · <a href="https://github.com/CatVinci-Studio/skillForge/issues">🐛 Issues</a> </p> --- ## ✨ What is SkillForge? SkillForge is a **Model Context Protocol (MCP) server** that gives your AI agent a persistent, evolving skill library. Instead of repeating the same corrections and preferences every session, SkillForge captures them as **skills** — structured instructions that the agent loads and follows automatically. > 💡 Think of it as **muscle memory for your AI** — it learns your conventions once and applies them forever. ### 🔄 The Feedback Loop ``` 👤 User gives feedback │ ▼ 🔍 Agent detects improvement signal │ ▼ 🔀 Triage: reuse / improve / create? │ ▼ ✏️ Draft skill following guide + plan │ ▼ 🛡️ Validation gate (reject or pass) │ ▼ 💾 Skill saved (auto-backed up) │ ▼ ✅ Next task uses improved skill ``` --- ## 🚀 Quick Start ### 📦 Installation ```bash # Install from…
Mapped onto the structured taxonomy from declared text and observed tool names. Confidence shown for derived entries.
Every source is kept verbatim. Field changes are logged as events.