PageMap for LangChain
io.github.retio-ai/pagemap
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy
client:LangChain
transport:stdio
runtime:pypi
Install PageMap in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"pagemap": {
"transport": "stdio",
"command": "uvx",
"args": ["retio-pagemap"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs