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Agents & plugins

MCP server

Coming soon

MemLab's Model Context Protocol server exposes ingest and retrieval as tools any MCP-compatible client can call.

What it will do

  • Expose MemLab ingest and hybrid retrieval as MCP tools
  • Works with any MCP-compatible client or agent runtime
  • Project-scoped tenancy and API-key authentication

Until the MCP server ships, call the REST API directly or use the Python SDK.

Use the Python SDKUse the REST API

More integrations

Python→Node.jsSooncURL→Claude pluginSoonOpenAI pluginSoon