A
securityF
licenseA
qualityA Model Context Protocol server that enables AI assistants to perform real-time web searches, retrieving up-to-date information from the internet via a Crawler API.
Last updated -
1
44
8
JavaScript
Provides a repository for cloning and accessing the agent code through Git
Leverages LangChain for tool composition, allowing the agent to use different tools together in a coherent workflow
Uses LangGraph for graph-based tool routing, enabling multi-turn interactions and sophisticated conversation flows
Powered by OpenAI GPT-4 with tool bindings to process user queries and generate appropriate responses
Utilizes packages from PyPI including FastMCP and the Wikipedia Python API to enable tool functionality
Built with Python 3.10+ as the foundation programming language for implementing the agent functionality
Enables searching Wikipedia for summaries, fetching page links, listing section titles, and retrieving specific section content from topics
🧠 Wikipedia Agent with LangGraph + MCP
This project implements a conversational AI agent that uses LangGraph and the MCP (Model Context Protocol) to search Wikipedia and return information using a tool-based architecture. It demonstrates multi-turn interactions with tool calling, Wikipedia queries, and LangChain tool composition.
📦 Features
- 🔍 Search Wikipedia for summaries and page links
- 📚 List all section titles of a given Wikipedia topic
- 📄 Fetch specific section content from a topic
- 🔁 Uses LangGraph for graph-based tool routing
- 🤖 Powered by OpenAI GPT-4 with tool bindings
- 🧩 MCP server supports composable, stateless tool APIs over
stdio
🛠️ Technologies Used
- Python 3.10+
- LangGraph
- LangChain OpenAI
- FastMCP
- Wikipedia Python API
- OpenAI GPT-4 API
🚀 Setup Instructions
1. Clone the repo
This server cannot be installed
A conversational AI server that enables users to search Wikipedia and retrieve information through natural language interactions using LangGraph and Model Context Protocol (MCP).
Related MCP Servers
- -securityAlicense-qualityA Model Context Protocol server that retrieves information from Wikipedia to provide context to LLMs, allowing users to search articles, get summaries, full content, sections, and links from Wikipedia.Last updated -37PythonMIT License
- AsecurityAlicenseAqualityA Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.Last updated -15TypeScriptMIT License
- -securityFlicense-qualityAn MCP server that retrieves and provides Wikipedia content for requested topics, enabling easy access to Wikipedia information directly through the Model Control Protocol.Last updated -1Python