MCP Server Indexes Codebases into Knowledge Graph with Sub-ms Queries
June 17, 2026
codebase-memory-mcp is a single static binary MCP server that indexes codebases into a persistent knowledge graph, claiming sub-millisecond queries across 158 languages and 99% token reduction. Zero dependencies, average repo indexed in milliseconds.
HOW THIS AFFECTS YOU
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builderYou can drop this into any MCP-compatible coding agent to replace expensive full-context codebase retrieval with a persistent knowledge graph at near-zero query cost.