Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Memory for AI is an MCP integration. Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
The published npm package is memory-for-ai-mcp, version 0.11.0. Its declared MCP transport is stdio.
The published pypi package is memory-for-ai, version 0.11.0. Its declared MCP transport is stdio.
The published mcpb package is https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb, version 0.11.0. Its declared MCP transport is stdio.
The published mcpb package is https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb, version 0.11.0. Its declared MCP transport is stdio.
The published mcpb package is https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb, version 0.11.0. Its declared MCP transport is stdio.
The published mcpb package is https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb, version 0.11.0. Its declared MCP transport is stdio.
The published mcpb package is https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb, version 0.11.0. Its declared MCP transport is stdio.
The published mcpb package is https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb, version 0.11.0. Its declared MCP transport is stdio.
Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.
View the publisher’s registry entry · Project repository · Project website. This profile uses version 0.11.0 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.
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