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mcp/harbor
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Memory for AI MCP

v0.11.0

io.github.lonelytraderbay/memory-for-ai

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

transport:stdio runtime:npm
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Target client

run in your project directory 

claude mcp add memory-for-ai -- npx -y memory-for-ai-mcp

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs

This listing does not declare its tools. Connect the server and your client will discover them on the handshake.