mcp-codemap vs okf-agent-memory

Automatic, contextual awareness of your codebase for LLM coding buddies. Gives coding agents a mental map of your codebase with progressive disclosure, like foldable code sections in an IDE, but for LLMs. Helps keep context window clean and bloat free!

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

MCP Servers

MCP Servers

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