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mcp/harbor
LangChain

Project Memory for LangChain

io.github.dankaro-projects/project-memory

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

client:LangChain transport:stdio runtime:pypi

Install Project Memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "project-memory": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["project-memory-mcp"],
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

Project Memory in other clients

Project Memory MCP server