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mcp/harbor
LangChain

pindoc for LangChain

io.github.var-gg/pindoc

Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.

client:LangChain transport:stdio runtime:oci

Install pindoc in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "pindoc": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "ghcr.io/var-gg/pindoc:0.2.0"],
        }
})

tools = await client.get_tools()

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

pindoc in other clients

pindoc MCP server