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mcp/harbor
LangChain

agentic ledger for LangChain

io.github.shekharbhardwaj/agentic-ledger

Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags.

client:LangChain transport:stdio runtime:pypi

Install agentic ledger in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "agentic-ledger": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["agentic-ledger"],
        }
})

tools = await client.get_tools()

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

agentic ledger in other clients

agentic ledger MCP server