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LangChain

Contexta for LangChain

cc.contexta/contexta-mcp

Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.

client:LangChain transport:streamable-http

Install Contexta in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "contexta-mcp": {
            "transport": "streamable_http",
            "url": "https://mcp.contexta.cc/mcp",
        }
})

tools = await client.get_tools()

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

Contexta in other clients