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mcp/harbor
LangChain

Mnemoscope for LangChain

io.github.toonight/mnemoscope

Predict context rot, sign every agent write, tier reads. Markdown-native, 100% local.

client:LangChain transport:stdio runtime:npm

Install Mnemoscope in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "mnemoscope": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@mnemoscope/mcp-server"],
        }
})

tools = await client.get_tools()

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

Mnemoscope in other clients

Mnemoscope MCP server