发现优秀的 MCP 服务器

Desktop Commander MCP

一个服务器，它允许 Claude 桌面应用通过模型上下文协议在你的电脑上执行终端命令和编辑文件，具有命令执行、进程管理和高级文件操作等功能。

idotmatrix-mcp

An MCP server that lets AI assistants draw pixel art on iDotMatrix LED displays over Bluetooth.

Weather-Open-Meteo-MCP

Provides hourly and daily weather forecasts using the free Open-Meteo API without requiring an API key.

🧠 Telegram Bot MCP Server

电报机器人 MCP 服务器 (Diànbào jīqìrén MCP fúwùqì)

@redairforce/wikijs-mcp

A comprehensive MCP server for Wiki.js integration with hierarchical documentation support and multi-level context management.

AgentLink

Encrypted conversation bridge between two local coding agents, enabling goal negotiation and read-only findings exchange via MCP.

mcp-urlscan-io

Enables searching past scans and submitting URLs for scanning via urlscan.io, with both keyless and key-based operations.

Colab MCP

A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.

TestRail MCP Server

AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor, Windsurf, and other AI assistants browse projects, create and update test cases, kick off test runs, and record results through natural-language conversation — with strongly-typed tool schemas and per-project custom field validation that helps LLMs generate valid TestRail requests on the first try.

mem0-mcp-toggle

A local Mem0 MCP server for macOS with a menu bar toggle, storing memories locally in Chroma and using any OpenAI-compatible LLM for fact extraction.

PointsYeah MCP Server

Enables award flight search across 20+ airline programs using PointsYeah, with tools for comparing programs, estimating points value, and checking redemption deals.

Connpass MCP Server

Enables searching and retrieving IT study groups and event information from connpass.com, including user attended events, group events, and location-based event searches.

Sully Tarot MCP

Enables stateless tarot card draws for character-led readings, with support for single, three-card, and relationship spreads, and generates SullyOS HTML cards for display.

Obsidian MCP Server

A lightweight MCP server that enables AI assistants to securely read, create, and modify notes in an Obsidian vault, with support for semantic search and web scraping.

x402 Stellar MCP Server

Enables AI agents to pay for protected HTTP resources using Stellar USDC via the x402 protocol, facilitating automated payments and access to paid APIs.

QuickHelp

free dev tools (JWT, JSON, Base64, image converter, hash, UUID, and more) — each with a UI, REST API, and MCP server. No auth, stateless, <5s.

hap-oauth-mcp

Provides automated login and credential refreshing for Mingdao (HAP) using Playwright to extract session tokens and cookies. It enables AI tools to maintain authenticated access to Mingdao Cloud for automation scripts and MCP configurations.

Flightradar24 MCP Server

Provides real-time and historical flight data via the Flightradar24 API, enabling AI assistants to track aircraft positions, flight summaries, and airport details.

hybrid-rag-mcp-server

Enables natural language search over PDF documents using vector search, allowing MCP clients like Claude Desktop to query PDF content.

ObjectStack

Connect Gemini CLI to any ObjectStack deployment over the Model Context Protocol to discover objects, query and change records, and run business actions under your own permissions and row-level security.

au-trademark-trends-mcp

MCP server for analyzing Australian trade mark trends using IP Australia's IPGOD data. Provides 12 tools for filing trends, class rankings, keyword analysis, applicant profiles, and more via DuckDB.

Photography AI MCP

Photography AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

agentic-memory

A persistent, bitemporal, injection-safe memory MCP server for coding agents, offering unified retrieval across six memory layers, non-destructive belief revision, and multi-tenant namespace isolation.

Apple Health Shortcuts MCP

This MCP server exposes read-only Apple Health data to AI assistants via three tools (health_now, health_detail, health_trends), deployable to Cloudflare with a one-click button and no coding required.

aegis-dq

Agentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.

mcp-superhero

An MCP server that wraps the free akabab.github.io/superhero-api to list all superheroes with their IDs, names, and slugs.

Agent MCP Gateway

Provides per-Subagent MCP controls to any coding agent or client across all your MCPs and prevents context window waste. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed and only the servers and tools they are allowed.

crossref-local

A local CrossRef database MCP server enabling full-text search across 167M+ scholarly works, citation analysis, and impact factor retrieval without rate limits or internet dependency.

Inkscape MCP Server

Enables AI agents to create, inspect, validate, and export SVG designs using Inkscape CLI through MCP tools.

Nostr MCP Server

A Model Context Protocol server that enables AI models to interact with the Nostr network, allowing them to post notes and eventually send Lightning zaps to users.