发现优秀的 MCP 服务器

ELK Log Query MCP

Enables querying and searching logs from Kibana (ELK stack) via MCP, with support for project-based data views, trace ID correlation, and log expansion.

Financial Modeling Prep MCP Server

Provides AI assistants with access to comprehensive financial data including real-time stock quotes, company fundamentals, financial statements, market analysis, SEC filings, and economic indicators through 253+ tools across 24 categories.

shadcn

This MCP server provides tools to install and manage shadcn/ui components directly from AI coding agents.

OODA Computer Control

Provides comprehensive computer control capabilities including shell commands, file operations, screen capture, keyboard/mouse input, window management, clipboard access, and system monitoring following the OODA loop pattern.

mcp-debugger-node

MCP server for debugging Node.js programs through the V8 Inspector Protocol, allowing AI agents to set breakpoints, inspect variables, and step through code.

Query Counter MCP Server

Logs LLM interactions to local CSV or Markdown files with automatic categorization for detailed tracking. It provides an interactive HTML dashboard to visualize query volume, model usage, and category distribution.

Interactive Feedback MCP

Provides a Qt-based graphical interface for AI tools like Cursor to facilitate real-time human feedback and streamlined command execution. It features customizable shortcut responses, image processing, and a structured RIPER-5 workflow protocol to improve development accuracy and efficiency.

Storyblok MCP Server

Connects AI tools to Storyblok CMS, allowing users to manage content through natural language commands for tasks like story management, asset handling, and AI-powered content operations.

WhatsApp MCP Server

Enables LLM clients to read and search your own WhatsApp messages stored in a local SQLite database, captured live via a linked device.

Unyly Gateway

One connector for the whole MCP catalog — 15,000+ servers plus your team's private MCPs — callable from Claude, ChatGPT, Cursor and VS Code through a single OAuth endpoint. No per-server install.

CiNii MCP Server

Enables searching and retrieving academic articles from CiNii, Japan's largest bibliographic database, with support for advanced filtering, sorting, and search range options.

X MCP Server

Enables AI assistants to automate Twitter/X actions through the X API v2, supporting over 50 tools for posting, searching, user management, and more.

ffmpeg-render-pro

MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, render_video, color_grade, merge_audio, concat_videos. Live dashboard, GPU auto-detection, YouTube-optimized output.

Personnel Data MCP Server

An MCP Server that provides access to Personio's HR and personnel data through the Personnel API, allowing interaction with employee records, HR systems, and personnel management functions.

mcp-autogui-multinode

An MCP and HTTP server wrapper for PyAutoGUI that enables LLMs to control mouse and keyboard operations across local or remote distributed environments. It provides comprehensive tools for screen interaction, including clicking, typing, and capturing screenshots.

QueryCraftMCP

A flexible Model Context Protocol server that enables LLMs to interact with database systems, supporting dynamic schema discovery and query execution across PostgreSQL and SQLite backends.

Illustrator AI MCP Server

An MCP server that lets AI assistants control Adobe Illustrator locally—running ExtendScript, capturing canvas screenshots, exporting artwork, and optionally remembering techniques—all without network activity.

ProtonBound

A security-first MCP server that provides AI agents with a scoped, read-and-draft-only view into Proton Mail via Proton Bridge, ensuring no emails can be sent and access is restricted to configured workspaces.

IIT Roorkee Academics MCP

Enables interaction with the IIT Roorkee Academics portal through MCP tools for authentication, academic data retrieval (fee, grades, transcripts), and safe API calls.

MySQL MCP Server

Provides MySQL database connectivity and schema inspection tools, allowing users to connect to MySQL databases and retrieve table structures through configurable connection parameters.

hello_world_dart_mcp_server

A simple Hello World MCP server written in Dart that demonstrates basic MCP server implementation with two example tools: say_hello and get_server_info.

mcp-intermarche-drive

Enables product search and basket management for Intermarché Drive through a visible Chromium browser, using the browser session to handle anti-bot measures. Provides tools to search products, view and modify the basket, and set substitutions, while checkout and payment remain on the website.

AEO Copilot MCP Server

Enables AI assistants to monitor and analyze a brand's visibility across ChatGPT, Claude, Perplexity, and Google AI Overviews, providing insights, recommendations, and competitive analysis without switching tabs.

Upstash Redis MCP

Lightweight MCP server for Redis that allows running any Redis command and searching Redis documentation. Supports multiple named databases with HTTP/REST or TCP transport.

web-archive-mcp

Persists web fetch and search results as timestamped JSONL files, indexed for full-text search, enabling users to retrieve and search across archived web pages even after they are removed or changed.

matter-mcp-server

Enables AI assistants to directly interact with Matter devices and protocol operations, including device commissioning, attribute read/write, commands, and event monitoring, through natural language.

tracegraph

An MCP server that induces agent behavior from traces into a spec, then gates MCP calls against that spec to block invalid actions.

oscilloscope-mcp

AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV export, and frequency measurements on PicoScope, Hantek, or a built-in simulator.

mcp-foundry

An MCP server providing AI-powered weather tools via Google Generative AI, enabling real-time weather data retrieval through natural language queries.

bugfender-mcp

Bugfender MCP server for read access to logs, devices, crashes, and issues, with automatic token refresh.