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2025-04-08

Demo for using MCP Servers in a Haystack Pipeline

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MCP Haystack Demo

A Haystack integration connecting to MCP servers with a focus on Google Maps API integration.

Overview

This project implements MCPServer, a Haystack Toolset that connects to remote MCP servers and dynamically loads available tools. The implementation is based on the recently added Toolset abstraction in Haystack (https://github.com/deepset-ai/haystack/pull/9161).

Features

  • Connect to remote MCP servers using SSE (Server-Sent Events)
  • Dynamically discover and load available tools
  • Seamless integration with Haystack pipelines

Installation

Use uv to install the dependencies.

Quick Start

Check the demo notebook for a complete example connecting to a Google Maps MCP server.

Running the Google Maps MCP Server

docker run -it --rm -p 8000:8000 -e GOOGLE_MAPS_API_KEY=$GOOGLE_MAPS_API_KEY supercorp/supergateway \
    --stdio "npx -y @modelcontextprotocol/server-google-maps" \
    --port 8000

Connecting to the Server

from haystack.tools import MCPServer, SSEServerInfo
from haystack.components.tools import ToolInvoker

# Create server info
server_info = SSEServerInfo(
    base_url="http://localhost:8000",
)

# Create the MCP server toolset
mcp_server = MCPServer(server_info=server_info)

# Use the toolset with a ToolInvoker or ChatGenerator component
invoker = ToolInvoker(tools=mcp_server)

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    Reviews

    5 (1)
    Avatar
    user_moPNkA55
    2025-04-17

    As a dedicated user of mcp-haystack-google-maps by oryx1729, I can confidently say this tool is a game-changer for integrating Google Maps with Haystack. It simplifies data visualization and geospatial analysis, making it effortless to pinpoint and manage locations. The seamless integration saves time and enhances productivity. Highly recommend checking it out!