发现优秀的 MCP 服务器

Valkey MCP Task Management Server

Enables AI agents to create, manage, and track tasks within plans using Valkey as the persistence layer. Supports plan and task management with Markdown notes, status tracking, and prioritization through multiple transport protocols (SSE, Streamable HTTP, STDIO).

mcp-image-optimizer

A Model Context Protocol server for image optimization with advanced transformations powered by Sharp, enabling resize, convert, batch process, crop, watermark, and favicon generation from URLs or local files.

Fiji MCP Server

Enables AI agents to control Fiji/ImageJ for microscopy image analysis through natural language commands, supporting operations like image opening, filtering, particle analysis, and automated workflows.

ScarletPlan

Local-first Rutgers course planning assistant that answers 'what should I take and when?' using a CP-SAT solver, real transcript data, and live SOC data, connected to Claude via MCP.

Google Search Console MCP Server

Enables AI agents to query Google Search Console data including search analytics, URL inspection, sitemap management, and site performance monitoring, with per-user OAuth authentication.

Librarian

Provides AI agents with persistent knowledge storage, enabling them to store, search, and retrieve text, documents, and files using semantic and keyword search via MCP tools.

Roblox Studio MCP Server

A free, open-source MCP server that lets Claude, Cursor, Codex, or Gemini operate Roblox Studio — debug live playtests, bulk-edit places, and scaffold whole games — with a built-in safety layer.

OpenAlex MCP Server

Enables AI agents to search and analyze OpenAlex scholarly database for OSINT research, including works, authors, institutions, funding, citations, and collaboration networks.

sernobre-moodle-mcp

MCP server for Moodle that lets AI agents publish and manage pedagogical content — courses, lessons, quizzes, forums — via Moodle Web Services with idempotency.

AFSIM MCP Server

Enables LLMs and AI agents to interact with AFSIM through standardized MCP tools for scenario management, entity/component control, simulation execution, and results analysis.

shortcuts-mcp-server

shortcuts-mcp-server

Pagos Data MCP Server

Enables Claude to retrieve BIN (Bank Identification Number) data for payment cards, with options for basic or enhanced insights through the Pagos API.

Thrive MCP API Server

A remote MCP server that can be deployed on Cloudflare Workers, using OAuth authentication and SSE transport for tool invocation.

MCP Web Extractor

使用 Readability.js 提取网页内容的 MCP 服务器。

MidPay MCP Server

Enables AI models to manage escrow payments, account monitoring, and blockchain-verified transactions through the Model Context Protocol.

Ariel

Ariel is an MCP server that exposes AT Protocol (Bluesky) operations as tools, enabling AI assistants to read, write, and interact on Bluesky with human-in-the-loop control.

strava-mcp

Enables full integration with Strava API v3 for managing activities, athletes, clubs, segments, and routes through MCP-compatible clients like Claude Desktop.

YouTube Knowledge MCP

Transforms YouTube into a queryable knowledge source with search, video details, transcript analysis, and AI-powered tools for summaries, learning paths, and knowledge graphs. Features quota-aware API access with caching and optional OpenAI/Anthropic integration for advanced content analysis.

MCP-Kit Developer Task Assignment System

Enables intelligent task assignment to developers using hybrid AI algorithms that match tasks based on past experience, skill sets, workload balance, and project alignment. Features enterprise-grade security with AES-256 encryption and 75% performance optimization through smart caching.

app.wishpool/indonesia-payments-mcp

Enables AI agents to accept Indonesian payments including GoPay, QRIS, ShopeePay, DANA, bank transfers, and convenience store payments via Midtrans Snap's hosted checkout.

baramundi MCP Server

MCP Server für das baramundi Management Center. Erlaubt Claude, Geräte abzufragen, Jobs zu starten und Compliance-Reports zu generieren.

iconscout-mcp

Search and download icons, illustrations, 3D assets, and Lottie animations from Iconscout directly through an AI agent.

meta-mcp-manager

Federates multiple MCP servers into a single endpoint with search, call, and admin tools, plus inbound/outbound OAuth.

nist-rag-mcp-server

A local FastMCP STDIO server exposing two tools (ask_nist_rag and get_nist_visual) and one read-only resource (nist://visuals/catalog) that provides grounded question answering over NIST AI RMF documents using local RAG with selective OCR, hybrid retrieval, and verified visual figure retrieval.

Outlook MCP Server

Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assistants to search, analyze, and extract insights from emails in personal and shared mailboxes.

x-mcp-server

Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, searching, liking, retweeting, and more through natural language.

MCPGex

Enables LLMs to systematically develop and validate regex patterns by defining test cases with expected matches, testing patterns against them, and iteratively refining until all requirements are satisfied.

SQLx MCP Server

Provides comprehensive database management tools for PostgreSQL, MySQL, and SQLite databases. Enables querying table structures, executing read-only and write queries, exporting DDL statements, and managing database metadata through natural language.

LedFX MCP Server

Enables AI assistants to control a local LedFX instance through natural language, allowing management of LED devices, virtuals, effects, scenes, palettes, and playlists.

ModelSim MCP Server

Exposes ModelSim/QuestaSim command-line tools as 57 MCP tools for FPGA simulation automation, covering library management, compilation, simulation, waveform analysis, and coverage collection.