Featured MCP Servers

Ghidra

3,985

Enables Large Language Models (LLMs) to autonomously reverse engineer applications by exposing Ghidra's core functionality through an Model Context Protocol (MCP) server.

Unity

1,491

Enables communication between Unity and Large Language Models for automating workflows and controlling the Unity Editor.

FastAPI

1,210

Exposes FastAPI endpoints as Model Context Protocol (MCP) tools with zero configuration.

Unity

413

Enables seamless integration between the Unity Editor and AI assistants through the Model Context Protocol.

Unity Integration

333

Enables AI assistants to interact with the Unity Editor for game development workflows.

Godot

261

Enables AI assistants to interact with the Godot game engine by launching the editor, running projects, and capturing debug output.

Excel

229

Enables Excel file manipulation capabilities without requiring Microsoft Excel installation.

OpenAI Gemini Llama Example

157

Demonstrates building an AI agent using the Model Context Protocol (MCP) with open LLMs like Meta Llama 3, OpenAI, or Google Gemini, and a SQLite database.

Gemini

96

Enables Claude Desktop to interact with Google's Gemini AI models via a Model Context Protocol (MCP) server.

Selenium

91

Automates browser interactions through the Model Context Protocol using Selenium WebDriver.

Godot

77

Integrates the Godot Engine with AI assistants for enhanced game development workflows.

Excel

73

Enables reading and writing of spreadsheet data to Microsoft Excel files through a Model Context Protocol (MCP) server.

Community Servers

37

Provides a collection of community-maintained servers compatible with the Model Context Protocol (MCP).

Unity Integration

34

Enables AI agents to understand and interact with Unity projects in real-time via the Model Context Protocol.

Ghidra

30

Enables AI assistants to connect to Ghidra for AI-assisted binary analysis via the Model Context Protocol (MCP).

FastAPI SSE

27

Demonstrates a FastAPI server implementing Server-Sent Events (SSE) with Model Context Protocol (MCP) integration.

Awesome Fastapi

25

Enhances the Model Context Protocol with FastAPI's ecosystem, offering improved tool registry and documentation.

Gemini Search

21

Generates responses based on the latest information using the Gemini API and Google Search.

Excel

16

Enables natural language interaction with Excel files for data analysis, visualization, and manipulation.

Sonarqube

15

Integrates SonarQube with AI assistants via the Model Context Protocol, enabling access to code quality metrics and issue data.