codebase-memory-mcp vs ripwire

MCP server that indexes your codebase into a persistent knowledge graph. 35 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.

The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas. Signatures at 80% fewer bytes than bodies; ~5% of a grep-and-read pass's tokens.

MCP Servers

MCP Servers

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MIT

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