发现优秀的 MCP 服务器

ArchMCP

A centralized remote MCP server that gives AI coding assistants real-time microservices architecture intelligence, including service search, database schema lookup, API discovery, and change blast-radius analysis.

Papers with Code MCP Server

Enables searching and discovering machine learning papers, state-of-the-art benchmarks, tasks, datasets, methods, and leaderboards from Papers with Code. Supports mapping papers to their benchmark results and browsing evaluation tables.

WindUI MCP

Provides AI assistants with offline, deterministic access to WindUI's structured metadata for component, theme, and icon lookup, enabling accurate UI generation without relying on the AI's internal training.

mcp-youtube-intelligence

MCP server for extracting structured intelligence from YouTube channels and videos — transcripts, topics, and competitive signals for AI-powered research workflows.

CrowdCent MCP Server

Enables AI assistants to interact with CrowdCent's prediction challenges, allowing them to access challenges, download datasets, submit predictions, and monitor submissions through natural language commands.

Terminal Capture MCP Server

Enables AI agents to run commands, capture outputs, and manage background processes with filtering capabilities for debugging and monitoring.

api-redbox-mcp

Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LLM-driven security analysis of REST APIs, confining blast radius via container isolation.

docmancer

Local-first memory for coding agents. Discovers the memory, instructions, and rules Claude Code, Codex, and Cursor already wrote on your machine, combines them into one canonical Markdown tree, and serves grounded, cited recall through tools like ask_memory and canonical_memory.

API Testing MCP

A lightweight, local-first MCP server for executing HTTP requests and managing API collections and environments without cloud dependencies. It enables testing APIs, handling authentication, and importing OpenAPI specifications directly within MCP-compatible workflows.

Dynamic API Server (MCP)

一个基于 MCP 协议的模块化动态 API 服务器，为 AI 助手提供丰富的工具能力，同时显著降低 prompt token 的消耗。

jellyfin-api

Provides interaction with Jellyfin media server via the Jellyfin REST API, enabling content management and server configuration through natural language.

discord-bot-mcp

A local MCP server that lets AI clients control a Discord bot via Discord's REST API, offering messaging, administration, and moderation tools. Includes safety features such as guild scoping, allowlists, and opt-in write permissions.

fillout-mcp-server

Enables form management, response handling, and analytics via the Fillout.io API, allowing users to create, update, and fetch forms and submissions through natural language.

x402-farm

MCP server providing 10 pay-per-call APIs for web scraping, DNS, email validation, and French business data, with autonomous micropayments via the x402 protocol (USDC on Base).

email-send-mcp

An MCP server that enables LLMs to compose and send emails with attachments, and search for files in directories by pattern.

FreshMCP

Provides standardized MCP interfaces for Azure services including Cosmos DB operations (container and item management) and AI Search operations (index management), deployed through Azure API Management gateway.

YOKATLAS MCP Server

Provides access to Turkish higher education data, enabling search and retrieval of detailed information about bachelor's and associate degree programs from universities across Turkey.

x402-discovery-mcp

Discovers and routes across 251+ x402-enabled payment services with smart routing strategies (cheapest, fastest, most trusted) and signed attestations. Provides real-time health monitoring, facilitator compatibility checks, and service quality scoring for the x402 agent payment ecosystem.

Claude Document Management MCP Server

This MCP server enables Claude AI to read and edit documents through natural language, leveraging tools, resources, and prompts for document management in a Ruby-based CLI application.

swiss-knife

Provides MCP tools for common developer operations like file outlining, git commit context, test summary, process management, and waiting for conditions, returning structured JSON to reduce token usage.

DETRAN AC: Veículo

MCP server for querying official vehicle data from DETRAN AC (Brazil) in a read-only manner, enabling natural language access to vehicle information.

plaky115-mcp

MCP server for the Plaky project management API. Provides 32 generated and 7 curated tools for spaces, boards, items, comments, and more, with safe defaults and dry-run mutations.

video-editor-mcp

Integrates with Video Jungle to allow LLMs to upload, search, edit, and generate videos from natural language commands.

paranoia-local

A local MCP server that provides adversarial code review by having one frontier agent (Claude Code or Codex) critique code changes using the other agent (Codex or Claude Code) with full repository access, enabling a genuine second opinion on code and plans.

FilDOS MCP Server

Enables AI agents to autonomously manage files on the Filecoin decentralized network through folder management, file uploads, and AI-powered semantic search. Provides seamless integration with Filecoin storage through simple MCP tool calls.

SQL Server MCP Server for Windsurf IDE

用于 Windsurf IDE 的 SQL Server MCP 服务器 - 提供 SQL Server 集成功能的独立 MCP 服务器

monter-mcp

Enables local analysis of personal finance data from a Monter JSON export, answering questions about spending, subscriptions, debts, and more via MCP-capable assistants without any cloud servers.

TMDB MCP Server

通过模型上下文协议接口，使 AI 助手能够从电影数据库 (TMDB) API 搜索和检索电影信息。