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mcp/harbor
LangChain

LLM Optimizer for LangChain

io.metavert/llmopt

AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.

client:LangChain transport:streamable-http

Install LLM Optimizer in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "llmopt": {
            "transport": "streamable_http",
            "url": "https://llmopt.metavert.io/mcp",
        }
})

tools = await client.get_tools()

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

LLM Optimizer in other clients

LLM Optimizer MCP server