API Development MCP 서버

Google Workspace

1,127

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

Fast

1,116

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

Google Analytics

1,095

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

Xiaozhi ESP32 Server

1,089

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

Zen

1,006

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

Claude Code

1,000

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

Stripe Agent Toolkit

995

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

Quickstart Resources

955

Provides example servers and clients used in the Model Context Protocol tutorials.

Goat

942

Provides a comprehensive toolkit for AI agents to interact with blockchain and decentralized finance.

RedNote

941

Access content from the RedNote (XiaoHongShu) platform via an MCP server.

Langcorn

937

Serves LangChain LLM applications and agents as robust FastAPI-powered API endpoints.

JetBrains Proxy

937

Proxies requests from a client to JetBrains IDEs such as IntelliJ, PyCharm, WebStorm, and Android Studio.

ROS

931

Bridges large language models and AI agents with physical robots, translating natural language commands into ROS/ROS2 instructions without code changes.

Docs

924

Indexes and searches third-party library documentation using semantic splitting and vector embeddings.

Agent Communication Protocol

923

Establishes an open, standardized protocol for framework-agnostic agent communication.

Gmail AutoAuth

919

Enables AI assistants to manage Gmail through natural language interactions with auto authentication support.

Ref Tools

918

Provides AI coding tools and agents with access to documentation for APIs, services, and libraries.

Mcpdoc

905

Exposes LLM documentation defined in llms.txt files to IDEs for improved context retrieval and auditability.

GitLab

903

Enables programmatic interaction with GitLab repositories and resources via a Model Context Protocol server.

Pixelle

896

Converts ComfyUI workflows into MCP tools to enable multimodal AI-generated content solutions powered by LLMs.