MCP Servers

Wikipedia MCP Server

An MCP server that retrieves and provides Wikipedia content for requested topics, enabling easy access to Wikipedia information directly through the Model Control Protocol.

README

Wikipedia MCP Server

This is an MCP (Model Control Protocol) server that provides Wikipedia content for the requested topic.

Setup

Install the required dependencies:

pip install -r requirements.txt

Start the server:

python src/server.py

The server will run on http://localhost:5000.

API Usage

Using the API from the CLI

Send a POST request to /mcp with a JSON body containing a topic field:

curl -X POST http://localhost:5000/mcp \
  -H "Content-Type: application/json" \
  -d '{"topic": "Python_(programming_language)"}'

Using the API from Cursor Composer

Ask a question about a topic on Wikipedia
Cursor will display a proposed MCP request and ask for your permission to run the tool
After approving, Cursor will execute the request to the MCP Server
The prompt result will be based on the selected models analysis of the MCP Server response

cursor api example

Response Format

Successful response:

{
  "status": "success",
  "data": {
    "title": "Page Title",
    "content": "Page Content",
    "url": "Wikipedia URL"
  }
}

Error response:

{
  "status": "error",
  "error": "Error message"
}

Testing

Run the test script to verify the server is working:

python src/test_server.py

Recommended Servers

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official

Featured

TypeScript

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official

Featured

Local

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official

Featured

TypeScript

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official

Featured

Python

E2B

Using MCP to run code via e2b.

Official

Featured

Neon Database

MCP server for interacting with Neon Management API and databases

Official

Featured

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official

Featured

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official

Featured