Cover image
Try Now
2025-04-08

Demo for using MCP Servers in a Haystack Pipeline

3 years

Works with Finder

1

Github Watches

0

Github Forks

0

Github Stars

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)

相关推荐

  • Joshua Armstrong
  • Confidential guide on numerology and astrology, based of GG33 Public information

  • https://suefel.com
  • Latest advice and best practices for custom GPT development.

  • Emmet Halm
  • Converts Figma frames into front-end code for various mobile frameworks.

  • Elijah Ng Shi Yi
  • Advanced software engineer GPT that excels through nailing the basics.

  • https://maiplestudio.com
  • Find Exhibitors, Speakers and more

  • Lists Tailwind CSS classes in monospaced font

  • lumpenspace
  • Take an adjectivised noun, and create images making it progressively more adjective!

  • https://appia.in
  • Siri Shortcut Finder – your go-to place for discovering amazing Siri Shortcuts with ease

  • Carlos Ferrin
  • Encuentra películas y series en plataformas de streaming.

  • Yusuf Emre Yeşilyurt
  • I find academic articles and books for research and literature reviews.

  • tomoyoshi hirata
  • Sony α7IIIマニュアルアシスタント

  • apappascs
  • Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.

  • ShrimpingIt
  • Micropython I2C-based manipulation of the MCP series GPIO expander, derived from Adafruit_MCP230xx

  • jae-jae
  • MCP server for fetch web page content using Playwright headless browser.

  • ravitemer
  • A powerful Neovim plugin for managing MCP (Model Context Protocol) servers

  • patruff
  • Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

  • pontusab
  • The Cursor & Windsurf community, find rules and MCPs

  • JackKuo666
  • 🔍 Enabling AI assistants to search and access PyPI package information through a simple MCP interface.

  • av
  • Effortlessly run LLM backends, APIs, frontends, and services with one command.

  • WangRongsheng
  • 🧑‍🚀 全世界最好的LLM资料总结(Agent框架、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.

    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!