Wikipedia Agent MCP Server
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
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
🧠 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
Related MCP server: mediawiki-mcp-server
🛠️ Technologies Used
Python 3.10+
OpenAI GPT-4 API
🚀 Setup Instructions
1. Clone the repo
git clone https://github.com/your-username/wikipedia-mcp-agent.git
cd wikipedia-mcp-agentTool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
Related MCP Connectors
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…
Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
Web search API and MCP server for developers building AI agents.
Related MCP Servers
- AlicenseBqualityDmaintenanceA 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.222,981 PyPI306MIT
- FlicenseBqualityDmaintenanceA MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs 🤖. wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!227-
- FlicenseBqualityDmaintenanceA Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.3-
- FlicenseNot gradedqualityDmaintenanceA production-ready server that provides Wikipedia search and content retrieval tools through the Model Context Protocol, enabling AI assistants to search for articles, list sections, and retrieve specific content.-