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langchain-gaip

LangChain tools for GAIP. They are free and need no API key.

Tool Use it when
gaip_check you need to know whether an AI agent, MCP server or API works or has changed, e.g. before adding or paying it; or whether your bot may fetch a site
gaip_watch you want an agent or MCP server's latest dated changes, or a signed webhook when it changes
gaip_diagnose an agent, MCP or API call failed and you want the cause and the fix
gaip_verify you need to check that a service delivered what was promised, or that cited pages contain the quoted text
pip install langchain-gaip
from langchain_gaip import get_tools

tools = get_tools()          # gaip_check, gaip_watch, gaip_diagnose, gaip_verify
# pass `tools` to any LangChain or LangGraph agent, or call one directly:
print(tools[0].invoke({"url": "https://www.gaipagents.com/mcp"}))

Each tool calls GAIP's public MCP endpoint (https://www.gaipagents.com/mcp) and returns its JSON answer as a string. Inputs must be public and non-personal. A check is a point-in-time observation, not an endorsement.

If you already use langchain-mcp-adapters, you can connect to the same endpoint directly instead.

MIT licence.

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Release files for langchain-gaip 0.1.0

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