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mcp/harbor
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SlashML (/ml) Persistent Agent Memory & Code Localization MCP

v1.0.11

io.github.slashml-ai/ml-memory

Persistent conversational memory, behavioral code search, and bug localization for AI agents.

transport:stdio runtime:npm
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Target client

run in your project directory

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

claude mcp add ml-memory -e SLASHML_API_KEY=<SLASHML_API_KEY> -e SLASHML_USER_ID=<SLASHML_USER_ID> -- npx -y @slashml/mcp

setup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok LangChain

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.