发现优秀的 MCP 服务器

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.

MCP Audacity

MCP server that connects Codex to a local Audacity instance, enabling natural language control of audio editing, generation, analysis, and project management. It exposes validated high-level tools and an allow-listed command layer for safe automation.

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.

hwp-reader

MCP server for reading HWP and HWPX documents without Hancom Office. Extracts text, tables with merged cells, and hidden memos, compatible with various MCP clients.

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.

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.

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.

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.

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.

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.

the-committee

MCP server that wraps the StupidAPIs' 'The Committee' tool, which convenes five random number generators to argue and vote with one always dissenting.

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.

Agent Memory Control Plane

Enables governance of AI-agent memory through deterministic routing, explicit ownership, review before promotion, scope-aware retrieval, conflict handling, and auditable receipts via seven MCP tools.

tracegraph

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

ExaltByte MCP Server

Enables AI assistants like Claude to deploy apps, manage databases, and operate cloud infrastructure on the ExaltByte platform using natural language commands.

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.

Airflow MCP

A Model Context Protocol server that exposes Apache Airflow's REST API to AI agents, enabling them to inspect and operate on DAGs, DAG runs, task instances, and logs.

X (Twitter) MCP

Enables interaction with X (Twitter) to post tweets, threads, and replies while retrieving tweet metrics and account information. It supports core management tasks like deleting tweets and verifying authentication through the Twitter API.

file-indexer-mcp

An HTTP MCP server that indexes large documents into exact-line-numbered sections, enabling AI models to locate, read, summarize, and edit parts of a document without ingesting the whole file.

Saju MCP Server

Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Saju) through natural language, including calculation, interpretation, compatibility analysis, and daily fortune.

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.

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.

frida-mcp

An MCP server that enables AI models to perform Android dynamic analysis using Frida, including spawning and attaching to applications, listing apps, and injecting scripts.

vle-mcp

This MCP server enables AI clients to calculate the boiling temperature of water at a given absolute pressure using the IAPWS-IF97 standard, separating natural-language reasoning from authoritative scientific computation.

secure-banking-mcp

Demonstrates secure banking operations with mock data, enabling an AI assistant to query accounts while identity and authorization are enforced via signed tokens outside the conversation.

MCP Clipboard Server

A high-performance server that provides clipboard access for AI assistants, specifically designed to solve the VSCode + WSL2 image clipboard limitation when using Claude.

NotebookLM MCP Server

Enables interaction with Google's NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Drive, perform AI-powered research and analysis, and generate audio overviews, videos, infographics, and slide decks from research content.

MCP Server NocoBase Remote

Remote MCP server that auto-generates tools from NocoBase OpenAPI specs to enable full CRUD operations on collections across multiple instances. Supports streamable HTTP transport and API key authentication for secure, natural language interaction with NocoBase deployments.

Etherscan MCP

An MCP server that provides access to Etherscan blockchain data APIs, allowing users to query Ethereum blockchain information through natural language.

swagger-mcp-server

Enables natural language interaction with any Swagger/OpenAPI-defined API, allowing discovery, parameterized calls, and automated testing through large language models.