发现优秀的 MCP 服务器

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.

🤗 Hugging Face MCP Server 🤗

镜子 (jìng zi)

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.

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.

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.

Rocket Countdown MCP Server

一个模型上下文协议 (MCP) 服务器，它实现了一个火箭倒计时计时器。它允许用户启动、停止和重置倒计时，并在倒计时到达零时显示“发射！”。 (Simplified version, potentially more natural sounding): 一个模型上下文协议 (MCP) 服务器，用于实现火箭倒计时功能。用户可以启动、停止和重置倒计时，当倒计时归零时，会显示“发射！”。

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.

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.

PlanManager MCP Server

A hierarchical plan management system built on FastMCP and SQLite that enables users to create, track, and manage various types of plans including travel itineraries, study schedules, and work tasks with templates, search capabilities, and progress statistics.

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.

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.

enterprise-agent-lab

Enables controlled AI-agent access to enterprise-shaped tools with a deny-by-default gated write path, human approval, dry-run execution, and append-only audit logging.

Student MCP Server

Enables an AI assistant to help students by providing tools for math calculations, attendance tracking, marks analysis, reading PDF notes, searching lecture notes, and checking college regulations.

Smart Conversion Debugging MCP Server

Helps debug conversion tracking issues across GoHighLevel, Meta CAPI, webhooks, and GTM by providing tools to fetch events, contacts, logs, and perform full analysis.

searxng-mcp-bridge

A minimal MCP server that exposes a private SearXNG instance as a search tool over streamable-HTTP, enabling web search from the llama.cpp WebUI or any compatible MCP client.

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.

Spec-driven Development MCP Server

An MCP server that enables AI-powered IDEs to implement a structured development workflow from requirements gathering to code implementation, guiding users through goal collection, requirements specification, design documentation, task planning, and execution.

Discord MCP Server

Enables comprehensive Discord bot management and server operations through MCP, including channel management, message handling, member moderation, role management, and voice operations. Provides secure Discord API integration with built-in permission controls and audit logging capabilities.

JSONShelf

Deterministic JSON repair, validation, example-generation, and schema-coercion for AI agents — zero LLM calls, sub-10ms, $0.0005 per call.

EdgeOne Pages MCP

Enables deployment of HTML content, folders, and full-stack projects to EdgeOne Pages to generate publicly accessible URLs. It utilizes EdgeOne Pages Functions and KV storage for high-performance edge delivery of web applications.

Open Patent MCP Gateway

Multi-source patent search MCP server that allows AI agents to search global patent databases (Google Patents, BigQuery, EPO OPS) via natural language queries.

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.

Figma MCP Bridge

Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma's free API rate limits by streaming live document data directly to AI tools via a local WebSocket connection instead of the standard cloud API.

Personal Code Skills MCP Server

Provides AI assistants with access to personal best practice skills and coding guidelines stored as markdown files in a GitHub repository, enabling retrieval and listing of custom development standards.

Snyk Studio MCP

An MCP server that enables easy integration with coding assistants, providing security context to AI agents. This runs locally using the Snyk CLI.

marinade-finance-mcp-server

A simple MCP server for interacting with Marinade Finance on Solana, providing real-time updates and secure transactions.