发现优秀的 MCP 服务器

Stealth Browser MCP

Enables AI agents to perform undetectable browser automation that bypasses Cloudflare, antibots, and social media blocks. Provides 105 tools for element extraction, network debugging, and real-world web scraping with a 98.7% success rate on protected sites.

Redshift MCP Server

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, list tables, describe schemas, and retrieve sample data.

shopify-reports-mcp

Enables AI agents to query Shopify analytics with ShopifyQL via the Admin GraphQL endpoint, executing queries and interpreting results like 'show me the products with the highest margins'.

TheeDiscordMCP

Local MCP server for inspecting and managing an allowlisted Discord server via Discord's REST API, with safety modes, idempotent JSON blueprints, and destructive-operation safeguards.

regmd-mcp

An MCP server for regMD that provides global medical device regulatory intelligence across 15 jurisdictions. It enables users to classify devices, query regulatory alerts, and find market expansion pathways via agencies like the FDA and EU MDR.

flux7-memory

Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with full-text search, vector retrieval, and LLM reranking. Three transports: MCP stdio, HTTP JSON-RPC, and MCP SSE. One Go binary

MCP-AWS

A custom server with tools that enable AI agents to provision and terminate AWS EC2 instances through natural language commands.

Telegram Reminder MCP

Enables users to manage Telegram reminders via natural language or commands, with features like setting, updating, deleting, and listing reminders, while ensuring multi-user privacy.

Salesforce MCP

Connects any MCP-compatible AI assistant directly to a Salesforce org for querying data, exploring schema, running Apex, and managing deployments.

voice-audio-mcp

Enables text-to-speech, voice cloning, audio generation, and transcription using Kokoro TTS and Whisper STT.

MCPServer (FastMCP)

A minimal Model Context Protocol server built with FastMCP that provides basic utility tools including user greetings, number addition, and file listing operations. Includes examples of exposing tools, resources, and prompts for MCP-aware clients.

openapi-dynamic-mcp

Connect AI clients to OpenAPI APIs quickly, with one MCP server, direct CLI access, and built-in auth support.

mcp-polib

A Model Context Protocol server for reading, writing, and managing GNU Gettext .po translation files, enabling language models to perform file operations, entry management, partial updates, and fuzzy entry detection.

Educhain MCP Server

An MCP server that utilizes Google Gemini and the educhain library to generate educational content such as MCQs, flashcards, and lesson plans. It provides specialized tools and resources for building structured learning materials directly within MCP-compatible clients like Claude Desktop.

vaglio-mcp

MCP server for academic research with shared token bucket governance, evidence-based read depth, and archival inscription. Uses multiple sources with failover to avoid rate limits.

mcp2term

Enables safe execution of system shell commands with real-time streaming output and rich metadata capture. Provides configurable command execution with timeout controls, environment management, and extensible plugin architecture for monitoring command lifecycles.

esg-mcp-servers

Open-source MCP servers for ESG data extraction, analysis, and regulation management, providing 31 tools across 6 servers for tasks like metrics extraction, PDF processing, vector storage, and web scraping.

Agent Workflow MCP Server

Enables AI agents to create, share, discover, and execute reusable multi-step workflow templates.

Code Ocean MCP Server

Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.

ArXiv MCP Server

Enables AI assistants to search, download, and read arXiv papers, with automatic detection of open-source code repositories and support for both LaTeX and PDF content.

Database MCP Server

Enables AI to query and manage PostgreSQL and MongoDB databases through natural language. Supports automatic schema discovery, safe data operations, and network-wide database access with zero-configuration deployment.

Omada Identity MCP Server

Enables interaction with Omada Identity Governance and Administration system for identity management, access requests, and compliance monitoring via MCP.

Tribunal TRT3: Certidão Eletrônica de Ações Trabalhistas (CEAT)

Enables querying official TRT3 labor court records (CEAT) through a read-only MCP tool with prepaid credits, supporting any MCP-compatible client.

HackBridge

An MCP server that connects AI clients to a Linux terminal for real-time automated penetration testing and CTF challenge solving. It enables AI models to execute terminal commands and interact with offensive security tools like Nmap, SQLMap, and Gobuster.

Snowflake MCP Server

Enables interaction with Snowflake databases through SQL queries, schema exploration, and data analysis. Supports read/write operations, table management, and automatic insight tracking for comprehensive database operations through natural language.

agentable-mcp

MCP server for agent-readiness auditing of websites, providing tools to audit URLs, bulk audit up to 50 URLs, compare multiple URLs, and fetch a leaderboard of top agent-ready sites.

XcodeBuildMCP

XcodeBuildMCP

The Trench MCP Server

MCP server for controlling satellite ground station operations in the Trench simulation, including pass management, downlink control, and antenna pointing.

datetime-mcp

A lightweight MCP server that provides date and time tools, including the ability to retrieve current timestamps and parse date strings with IANA timezone support. It enables AI models to interact with the host OS clock and perform temporal calculations via stdio transport.

ReaMCP

An MCP server that enables users to control and edit REAPER projects through a Python-based interface and a Lua bridge. It supports managing tracks, controlling transport, manipulating MIDI and audio items, and adjusting FX parameters within the digital audio workstation.