Discover Awesome MCP Servers

@container-inc/mcp

针对 Container Inc. 的自动化部署的 MCP 服务器

mcp-estat-japan

Enables querying Japanese government statistics from e-Stat, including metadata, data observations, and catalog browsing.

Payload CMS MCP Server

Enables AI assistants to interact with Payload CMS instances through authenticated REST API operations. Supports creating, searching, and updating documents in collections with automatic JWT authentication and localization support.

SakuttoWorks-Data-Normalizer

Secure Edge Gateway for Data Normalization.

DocuMCP

An MCP server that enables Claude to generate, search, and manage documentation for codebases using vector embeddings and semantic search, providing tools for creating user guides, technical documentation, code explanations, and architectural diagrams.

Nexus MCP Server

Enables hybrid web search and intelligent content extraction, combining semantic search with documentation-optimized reading that strips noise and returns clean, token-efficient context for AI agents.

kickstart-mcp

🚀 Kickstart-mcp 是一个关于使用 MCP 的教程，教你如何创建自己的 MCP 服务器/客户端。我们将引导你完成 MCP 之旅的每一步。

BlazeMeter MCP Server

Provides programmatic access to BlazeMeter's performance testing platform through MCP tools. Enables users to retrieve test runs, analyze performance data, view error reports, and manage testing resources via natural language interactions.

Distill MCP

MCP bridge for Distill — let Claude, Cursor, or any MCP client rename files based on AI content analysis. 9 tools for renaming, suggestions (preview), folder watching, history, and rule management. Five AI providers: Claude, OpenAI GPT-4o, Gemini, Ollama (local), Apple Intelligence. Bridge open-source (MIT), Distill app is commercial (pay-per-use, no subscription).

mcp-figma

具有完整 API 功能的 Figma MCP

Sats4AI

Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image generation, text generation, video, music, speech, 3D models, file conversion, and SMS — no signup or API keys required.

ComfyUI MCP Server

Enables AI agents to generate and iteratively refine images, audio, and video by interacting with a local ComfyUI instance through natural conversation. It provides comprehensive tools for workflow management, node introspection, and publishing generated assets.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that can integrate AI assistants with custom tools, resource providers, and prompt templates.

CourtAPI MCP Server

Search and retrieve US federal court cases, dockets, claims, and documents via PACER — directly from Claude and other MCP-compatible AI assistants.

nREPL MCP Server

Enables interaction with a running Clojure nREPL instance for evaluating Clojure code, inspecting namespaces, and retrieving connection statuses, compatible with MCP clients like Claude Desktop and CLine in VSCode.

Feishu/Lark OpenAPI MCP

Enables AI assistants to interact with Feishu/Lark platform APIs for automation scenarios including message management, document operations, calendar scheduling, group management, and Bitable operations through natural language.

hyperliquid-info-mcp

hyperliquid-info-mcp

ONEDeFi MCP Server

Enables AI-powered DeFi operations across Ethereum, Polygon, and Solana with automated portfolio optimization, risk assessment, and yield farming strategies. Provides intelligent portfolio diagnostics, investment strategy generation, and multi-chain DeFi protocol integration through natural language.

Seedream 4.0 MCP Server

Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-to-image, image-to-image, multi-image fusion capabilities, built-in prompt templates, and automatic cloud storage integration.

PyMCP

Primarily to be used as a template for developing MCP servers with FastMCP in Python, PyMCP is somewhat inspired by the official everything MCP server in Typescript.

MCP MariaDB Server

Enables AI assistants to interact with MariaDB databases through standard SQL operations and advanced vector/embedding-based search. Supports database management, schema inspection, and semantic document storage and retrieval with multiple embedding providers.

mcp_command-line_tool

mcp\_command-line\_tool

LangGraph FastAPI MCP Server Demo

Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chatbot to manage shopping lists via natural language.

Grimoire

A local security knowledge base that indexes documentation like CVEs and CWEs using hybrid keyword and semantic search. It enables LLM agents to query indexed materials via MCP for accurate, offline retrieval during security audits and code reviews.

findevil-agent

Enables autonomous digital forensics and incident response through 21 typed forensic tools covering disk, memory, registry, network, timeline, carving, and patterns, integrated with AI-driven reasoning and self-correction.

MCP Tools Suite

Comprehensive toolkit for managing Model Context Protocol (MCP) servers

Todoist MCP Server

Enables AI assistants to interact with Todoist tasks and projects through natural language. Supports comprehensive task management including creating, updating, completing tasks, managing projects, and filtering by various criteria.

Earth Engine MCP Server

Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.

G Suite Integration

集成服务器，支持与 Google 服务（包括 Gmail 和 Calendar）进行交互，允许用户跨多个 Google 谷歌帐户管理电子邮件、起草回复和安排活动。

expense-mcp-server

Enables AI assistants to track and manage expenses, including adding, viewing, and summarizing expenses by category, date, or amount, with persistent local storage.