MemDocs is a git-native memory management system that provides AI assistants with persistent, project-specific memory, generating structured documentation stored in the repository.
From the registry: Git-native project memory for AI assistants with enterprise-grade audit compliance
$ pip install memdocs$ memdocs initPlease install the `memdocs` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Python 3.10+** — Python runtime (https://www.python.org/downloads/)
- **Install memdocs** — Install from PyPI Run: `pip install memdocs`
- **Anthropic API key** — Claude API key for summarization (https://www.anthropic.com/)
- **Initialize in project** — Run memdocs init in the project directory Run: `memdocs init`
Canonical MCP server config (stdio transport):
- command: `memdocs`
- args: ["mcp-server"]
- required environment variables:
- `ANTHROPIC_API_KEY`: Claude API key (example: `<your-api-key>`)
Note: Requires being in a project directory with .memdocs initialized. Uses cwd parameter.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.ANTHROPIC_API_KEYrequiredAPI key for Claude integration.AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
MCP Toolbox for Databases enables your agent to connect to your database.
MCP Toolbox for Databases enables your agent to connect to your database.