mcp-codemind 2.0.3

Multi-Workspace MCP Memory Server for GitHub Copilot with automatic re-indexing

CodeMind 🧠

Give GitHub Copilot memory across all your projects

CodeMind is an MCP server that gives GitHub Copilot 20 specialized tools for understanding your codebase.

---

Why CodeMind?

Without it:

• ❌ Copilot creates duplicate files
• ❌ Forgets decisions you just made
• ❌ Doesn't understand your project structure

With it:

• ✅ Finds existing code before creating new files
• ✅ Remembers architectural decisions
• ✅ Understands dependencies and relationships
• ✅ Warns about breaking changes

---

Quick Start

Option 1: Install from PyPI (Recommended)

1. Install the package

pip install mcp-codemind

2. Configure VS Code

Add to .vscode/settings.json:

{
  "mcp.servers": {
    "codemind": {
      "command": "python",
      "args": ["-m", "codemind"]
    }
  }
}

3. Reload

Press Ctrl+Shift+P → "Developer: Reload Window"

Done! 🎉

---

Option 2: Install from Source

1. Clone and install

git clone https://github.com/MrUnreal/codemind.git
cd codemind
pip install -r requirements.txt

2. Configure VS Code

Add to .vscode/settings.json:

{
  "mcp.servers": {
    "codemind": {
      "command": "python",
      "args": ["D:/path/to/codemind/codemind.py"]
    }
  }
}

3. Reload

Press Ctrl+Shift+P → "Developer: Reload Window"

---

What You Get

20 AI Tools in 6 Categories:

Category	What It Does
🔍 Search	Find existing code, check if features exist
📝 Context	Understand files, track changes, remember decisions
🔗 Dependencies	See what imports what, visualize structure
📊 Analysis	Code quality metrics, config auditing
⚠️ Safety	Check breaking changes before refactoring
🗂️ Management	Index files, find TODOs, git history

---

How It Works

You ask naturally:

"Add authentication"

Copilot automatically:

1. Searches existing code
2. Finds src/auth/jwt.py
3. Suggests modifying it instead of creating new files

No explicit tool calls needed!

---

Example Usage

💬 "Does this project have authentication?"
✅ Found in src/auth/jwt.py

💬 "What will break if I rename UserModel?"
⚠️ 7 files will be affected

💬 "What depends on database.py?"
📋 Used by: models/, auth/, tests/

💬 "Show me TODOs"
📝 Found 12 TODOs across 5 files

---

Multi-Workspace Support

Work with multiple projects simultaneously:

• Each project gets its own database
• No cross-contamination
• Isolated configurations

---

Documentation

Document	Purpose
Usage Guide	How to use with Copilot
Changelog	Version history
Tools Reference	All 20 tools explained
Architecture	Technical details
Examples	Real-world scenarios
FAQ	Common questions

---

Requirements

• Python 3.10+
• VS Code with GitHub Copilot
• ~80MB for embedding model
• ~5MB per project for database

---

Status

• ✅ 20/20 tools operational
• ✅ 110+ tests passing (99%+ rate)
• ✅ Production ready
• ✅ Actively maintained

---

Contributing

Contributions welcome! See CONTRIBUTING.md

---

License

MIT - See LICENSE

---

Built with: Python, FastMCP, sentence-transformers, SQLite

Making Copilot smarter, one project at a time 🚀