浏览所有 MCP 服务器

Unity Integration

1,142

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

Paper Debugger

1,141

Enhance LaTeX academic papers with an AI-powered writing assistant offering intelligent suggestions and seamless Overleaf integration.

Qdrant

1,126

Connects language models to a Qdrant vector database for storing and retrieving information.

Npcpy

1,125

Facilitates the integration of AI models into daily workflows through agent-based frameworks and command-line tools.

MiniMax

1,120

Enables interaction with Text to Speech and video/image generation APIs through the Model Context Protocol (MCP).

Terraform

1,101

Enables advanced automation and interaction capabilities for Infrastructure as Code (IaC) development through integration with Terraform Registry APIs.

Fast

1,099

Integrates AI models into Ruby applications via the Model Context Protocol.

ElevenLabs

1,095

Enables interaction with Text to Speech and audio processing APIs for MCP clients.

Azure DevOps

1,094

Integrates Azure DevOps capabilities directly into development environments by providing a local server that enables interaction with various services.

Unreal

1,084

Control Unreal Engine through natural language using the Model Context Protocol (MCP).

Directory

1,067

Provides a curated directory for discovering Awesome MCP Servers.

AWorld

1,065

Facilitates the building, evaluation, and running of general multi-agent assistance systems.

MySQL

1,030

Enables secure interaction with MySQL databases through a Model Context Protocol (MCP) server.

Xiaozhi ESP32 Server

1,029

Provides a Java-based server and management platform for Xiaozhi ESP32 devices, enabling device monitoring, voice customization, role switching, and dialogue management.

Spring AI Examples

1,026

Provides example applications demonstrating the use of the Spring AI project.

Chatsum

1,025

Summarizes chat messages based on user queries.

Minima

1,021

Enables on-premises conversational retrieval augmented generation (RAG) with configurable containers and optional ChatGPT or Claude integration.

Agent Mail

1,015

Enables coding agents to communicate and coordinate asynchronously, providing a mail-like system with identities, inboxes, and shared context.

Slack

1,011

Connects Slack workspaces to Model Context Protocol (MCP) for enhanced integration with AI models.

Tavily

1,005

Integrates Tavily's search and data extraction capabilities with AI assistants via the Model Context Protocol.

Google Workspace

1,004

Integrates Google Workspace services with AI assistants and applications via the Model Context Protocol.

Stripe Agent Toolkit

995

Enables seamless integration of Stripe APIs into agentic workflows using popular agent frameworks.

MySQL

991

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Zen

985

Provides a self-hosted, minimal notes application for organizing markdown-based notes with full-text search.

Google Analytics

971

Integrates Google Analytics APIs with a local Model Context Protocol (MCP) server to provide LLM-consumable tools for analytics data.

OpenOps

969

Automates FinOps processes to reduce cloud costs and streamline financial operations through no-code workflows.

Memory Service

967

Provides semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers.

Claude Code

958

Enables Claude Code as a one-shot MCP server, allowing LLMs to directly leverage Claude's coding capabilities.

Ollama MCP Bridge

947

Connects local LLMs (via Ollama) to Model Context Protocol (MCP) servers, allowing open-source models to use external tools.

Better Chatbot

947

Provides an intuitive, tool-integrated AI chat interface for seamless interaction with external services and custom workflows.