发现优秀的 MCP 服务器

MySQL MCP Server

Enables Cursor IDE to interact with MySQL databases through schema and data operations, including read and write capabilities with environment-specific safety controls.

OpenRouter Reasoning MCP

Enables multi-step AI reasoning by sending prompts to OpenRouter, performing a verification pass, and returning both responses with provider reasoning fields when available.

MCP TokenSage

Enables token counting, usage tracking, and cost calculation for LLM APIs, with a proxy server mode to automatically intercept and monitor API requests from clients like Cursor and Windsurf.

arXiv MCP Server

Enables AI assistants to search and retrieve academic papers from arXiv through MCP tools, supporting search by various criteria, detailed paper information, category browsing, and PDF content extraction.

Sugar

Provides persistent memory and autonomous task execution for AI coding agents, enabling them to store and recall project context, guidelines, and handle issue resolution from GitHub.

Deep SAST MCP Server

Provides deterministic, 100%-file-coverage security findings by running Semgrep, gitleaks, and osv-scanner on code repositories, enabling thorough security assessment of every file.

MiniMax MCP Server

Official MiniMax MCP server enabling AI clients to generate speech, clone voices, create videos and images, compose music, and design custom voices via MiniMax APIs.

ThirdBrAIn-MCPSERVERS-IQ

MCP 服务器相关代码仓库集合（使用 git-subrepo 方便更新 -- 全部）

laravel-forge-mcp

MCP server enabling AI assistants to manage Laravel Forge through the full Forge API v2, with ~270 tools for servers, sites, deployments, databases, backups, and more.

mcp-store

Aggregates multiple MCP servers and custom Python tools behind a single endpoint, with intelligent context and tool discovery for AI agents.

BetterDB MCP

BetterDB gives Claude Code, Cursor, Windsurf, and other MCP clients deep observability into Valkey and Redis instances. It implements 22 MCP tools including get_health, get_slowlog, get_commandlog, get_hot_keys, get_anomalies, get_cluster_nodes, get_cluster_slowlog, and get_slot_stats.

hierarchical-codex

Deterministic MCP control plane for native Codex subagents, providing durable state, policy gates, budgets, artifacts, evidence workflow, and recovery for Sol/Terra/Luna hierarchical agent threads.

Drin MCP Server

Enables MCP-capable agents to send, receive, and manage email, including domains, inboxes, contacts, templates, webhooks, and delivery metrics, through the Drin API.

Azure AI Image Editor MCP Server

Enables text-to-image generation and image editing using Azure AI Foundry models. Supports generating high-quality images from text descriptions and modifying existing images through natural language prompts.

dndbeyond-mcp

Enables AI assistants to manage D&D Beyond characters, access campaigns, and look up spells, monsters, items, and more through a reverse-engineered API.

🤗 Hugging Face MCP Server 🤗

镜子 (jìng zi)

Polyglot DB MCP

Enables interaction with 20+ databases (PostgreSQL, MongoDB, Neo4j, Elasticsearch, Redis, and more) through a single unified interface, allowing cross-database queries and operations via natural language.

mcp-code-indexer

Enables AI agents to intelligently navigate and understand codebases by providing instant file descriptions, semantic search, and context-aware recommendations, eliminating the need to repeatedly scan files.

solarbuild-mcp

MCP server for the Solar framework. Gives AI agents live access to your component registry — call manifest(), component(), and validate() tools to discover, inspect, and validate Solar components at runtime.

TaskBounty Check

Local-only GitHub Actions and CI maintenance scanner for AI-built apps. Exposes scan, explanation, and fix-planning tools to MCP clients; modifies nothing and makes no outbound requests by default.

fomox402 — Last-Bidder-Wins on Solana

fomox402 broker + MCP server for last-bidder-wins games on Solana. Drop one URL into Claude / Cursor / Goose / Cline and the agent auto-registers a Privy-managed Solana wallet (faucet-funded with ~0.0024 SOL + $fomox402), bids via x402 micropayments, claims dividends, and plays autonomously. 14 tools wired up — register_agent, place_bid, claim_winnings, claim_dividend, list_games, get_me, etc. Str

GitHub MCP Server

将 Claude Desktop 连接到 GitHub 仓库，使用户能够通过自然对话执行 git 操作和 GitHub API 交互。

meok-attestation-verify

Verifies MEOK AI Labs compliance attestations (DORA, NIS2, CRA, EU AI Act, etc.) using HMAC-SHA256. Enables piping a signed certificate on stdin to get VALID/INVALID output.

MEVA Health AI MCP Server

Enables AI agents to verify medical-record claims against synthetic FHIR evidence using a deterministic, non-AI verifier. Provides MCP tools for evidence retrieval, claim verification, and benchmark evaluation without requiring real patient data.

Google Sheets Kanban MCP Server

Enables task management and Kanban board tracking using Google Sheets as a database via the Model Context Protocol. It supports advanced filtering, batch operations, and full lifecycle management of project tasks within a spreadsheet.

Korea Real Estate MCP

Connects to Korea's MOLIT real estate API to provide 14+ tools for live transaction data and financial scenarios like buy now, buy later, or invest only based on income and savings.

AMap Maps MCP Server

Enables location-based services through AMap/AutoNavi Maps API including geocoding, weather information, route planning, and POI searches. Supports multiple transportation modes and provides detailed geographic data for Chinese locations.

MySQL MCP Server

A Model Context Protocol service that enables AI assistants to directly query and manage MySQL databases through natural language. It supports SQL execution, schema inspection, and atomic transactions for comprehensive database interaction.

plane-mcp

Local MCP server for a self-hosted Plane instance that exposes tickets, cycles, modules, labels, and states as MCP tools with both read and mutation capabilities.

Google Trends MCP

Enables Claude to query Google Trends data such as keyword interest, related queries, and regional popularity, with robust proxy rotation to bypass Google's anti-bot measures.