Generic MCP server: file-scoped rules + frecency-ranked memory recall from plain markdown stores. Two tiers, deterministic, read-only. Pull the right context on demand into any MCP client.
Or install with pip: pip install mcp-context-toolkit
README Excerpt
<p align="center"> <img src="src/mcp_context_toolkit/viewer/logo.svg" width="96" height="96" alt="mcp-context-toolkit logo"> </p> > A generic [MCP](https://modelcontextprotocol.io) server that feeds any MCP client > the *right context at the right time* — file-scoped **rules**, frecency-ranked > **memory**, and a navigable **link-graph**, loaded on demand from plain markdown +