发现优秀的 MCP 服务器

MCP-Maestro

Connects AI assistants to the Maestro research framework to orchestrate multi-agent research missions, including planning, research, and writing phases. It enables users to launch research tasks, track real-time progress, and retrieve comprehensive structured reports and notes.

safe-docx

Editing of existing Word (.docx) files with formatting preservation. Supports comments, footnotes, and document comparison.

Antrenör MCP

Enables interaction with simulated fitness data (activity history, wellness, pain logging, coaching rules) via MCP protocol, allowing Claude Desktop to query and log data through natural language.

AI Canvas

Enables bidirectional communication between AI agents and a tldraw canvas, allowing agents to push content as interactive cards and users to select cards for conversation context.

pramana-mcp

Enables citation-audited deep research with tools for web-grounded answers, source conflict detection, and per-claim citation auditing.

app-generation-microservice

Generates compiled Flutter apps from JSON Product Requirements Documents. Exposes endpoints for PRD validation, schema, payment terms, and build status.

formal-proof-mcp

MCP server that provides six verification tools (Lean proof checking, axiom audit, bound, gridlock check, certificate verification, residency check) with honest status reporting (ok/failed/unavailable) to prevent agents from claiming unchecked proofs passed.

Corvus

Solana DeFi Intelligence MCP server enabling natural language queries for wallet analytics, DeFi positions, protocol metrics, and token prices.

pdf2mcp

Turn any PDF folder into a searchable MCP server with semantic, hybrid, or keyword search.

MCP Task Proxy

Proxies a remote MCP server to add protocol-native background task support, including task management and progress forwarding, while preserving synchronous calls.

sharecut-mcp

Enables generating QR codes from URLs or text without an API key, and creating trackable short links whose printed QR codes can be re-pointed after printing.

devflows-mcp

Enables AI coding agents to drive developer workflows as BPMN processes on a local CIB seven engine, including starting releases, inspecting runs, and approving human-decision gates via MCP tools.

video-url-parser

Extracts direct download URLs for video and audio streams from various platforms, returning metadata like quality options and file sizes.

bepaid-mcp

MCP server for bePaid payment gateway enabling payment operations including create, capture, void, refund, card tokenization, and subscriptions through natural language prompts.

OpenWeatherMap MCP Server

Provides weather data integration using the OpenWeatherMap API, enabling users to fetch current weather conditions, hourly and daily forecasts, weather alerts, and geocoding services for any location worldwide.

mcp-cocktail

Provides a framework to benchmark, evaluate, and inject real-time guardrails across competing MCP servers, CLIs, and AI agent tools. It enables recursive self-improvement by mining failures and synthesizing weakest valid guardrails.

telegram-bot-testing-mcp

Enables AI agents to test Telegram bots by driving the official Telegram Web client in a real browser, allowing visual verification of bot responses, inline keyboards, and Mini Apps.

Casebook MCP

Enables agents to query a registry of documented AI-agent failures for debugging incidents, deployable on Cloudflare Workers.

Hermes Atlas MCP Server

Enables AI agents to search, browse, and recommend tools from the Hermes Agent ecosystem directory with zero configuration.

Bixi MCP Server

Provides real-time access to Montreal's Bixi bike-sharing data through the GBFS API. Enables querying station information, availability, nearby stations, and system alerts.

cPanel MCP Server

Enables AI assistants to manage cPanel hosting accounts including DNS, email, databases, SSL, files, security, and more through natural language using cPanel's UAPI and API2.

TD/OMS MCP

A standalone MCP server for TD/OMS change management that connects directly to TD/OMS REST APIs and enables workflow planning, execution, and monitoring for IBM i development tools.

X(Twitter) V2 MCP Server

一个 MCP 服务器实现，提供用于与 [Twitter/X API v2] 交互的工具。

SolanaOracle

12 MCP tools for DeFi risk & compliance on Solana

mcp-chat

Enables chat with Claude AI via terminal, supporting document retrieval, command-based prompts, and extensible tools through the Model Context Protocol.

arc-world-engine-mcp

Enables interaction with an explicit ARC-AGI-3 world model through typed operations for actor/rule editing, deterministic simulation, rendering, and observation comparison.

VibeShift

An automated security engineer that integrates with AI coding assistants to perform vulnerability scanning, static analysis, and AI-driven remediation. It also provides tools for recording and executing self-healing web tests using Playwright, including visual regression and test discovery.

powerbi-mcp

Enables discovery of Power BI workspaces and datasets, retrieval of semantic model definitions (TMDL), and execution of DAX queries through the Power BI and Microsoft Fabric REST APIs, using MSAL/WAM authentication for secure token caching.

Dudoxx EverArt MCP Server

Advanced EverArt Model Context Protocol server enabling text-to-image and image-to-image generation with custom resolution, format, and model selection. Supports web integration and local storage for seamless AI image creation workflows.

holded-mcp-server

Integrates with Holded API to manage documents (list, get, PDF, create) through n8n workflows using Docker MCP Gateway.