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LangChain

Vector DB MCP for LangChain

io.github.kroq86/vector-db-mcp

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

client:LangChain transport:stdio runtime:oci

Install Vector DB MCP in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "vector-db-mcp": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "ghcr.io/kroq86/vector-db-mcp:0.1.1"],
        }
})

tools = await client.get_tools()

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

Vector DB MCP in other clients