发现优秀的 MCP 服务器

DevSpace

A self-hosted MCP server that gives ChatGPT a secure connection to your local machine, enabling it to read, edit, search, and run code in your projects.

Math Operations MCP Server

Enables mathematical operations and calculations through an MCP server interface. Provides computational capabilities accessible via HTTP endpoints for mathematical processing tasks.

Labor Market Intelligence

Enables Claude users to research U.S. labor-market trends through live BLS and FRED data, covering employment, unemployment, wages, job openings, occupational outlook, and industry comparisons.

Awesome MCP Servers

一份精心挑选的超棒的模型上下文协议 (MCP) 服务器列表。

Web Check MCP

MCP server that exposes 31 OSINT checks from Lissy93/web-check as tools for website analysis, including SSL, DNS, headers, WHOIS, and security presets. Enables natural-language-driven web recon and health checks.

MCP Desktop Tools

Enables searching text across configured local workspaces using ripgrep. Provides secure text search capabilities within defined workspace boundaries through both MCP server and CLI interfaces.

Society Abstract MCP

Provides comprehensive wallet, token, and smart contract utilities for the Abstract Testnet and Mainnet, including balance checks, transfers, and ERC-20 deployments. It enables users to manage Abstract Global Wallets and generate EOA accounts through natural language commands.

merk.a2a

a2a b2b protocol

shopify-mcp

MCP server for the Shopify Admin API, enabling 36 tools for managing products, orders, customers, inventory, fulfillments, collections, analytics, marketing, content, and webhooks.

satellite-anomaly-mcp

MCP server for autonomous satellite telemetry classification, anomaly detection, and fault isolation, with safety envelope arbitration and NitroCloud deployment.

MongTap

Enables LLMs to create, query, and manage MongoDB-compatible databases using natural language without actual data storage. Uses statistical modeling to generate realistic data on-the-fly from sample documents or descriptions.

genxevo-selenium

Enables AI coding agents to diagnose and repair Python Selenium UI automation using real evidence from live DOM and test runs, with enforced safety boundaries and verifiable fixes.

billy-mcp

Connects AI assistants to the Danish accounting platform Billy (billy.dk) for managing invoices, journal entries, balances, and receipts, with built-in human approval for all write operations.

Weather MCP Tool

An India-focused MCP server that provides real-time weather conditions, forecasts, air quality data, and location search capabilities using the OpenWeatherMap API.

model-router

Cost-aware multi-LLM routing MCP server that automatically routes tasks to free models first with fallback to paid, using task difficulty classification.

Scryfall MCP Server

MCP server for searching and retrieving Magic: The Gathering card information via the Scryfall API, with support for field presets, multiple output formats, and automatic rate limiting.

Databricks Permissions MCP Server

用于管理 Databricks 权限和凭据的 MCP 服务器

RimSage

Search and browse RimWorld source code, definitions, and C# symbols via MCP tools.

After Effects Motion Control Panel

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

IMAP MCP Server

A read-only IMAP server for the Model Context Protocol that lets users list mailboxes, search messages, and retrieve messages and attachments through MCP. It exposes Streamable HTTP at /mcp with strict safety limits.

korean-law-mcp

Enables natural language search and retrieval of Korean laws, precedents, administrative rules, and legal terms, with deep legal chain analysis and full-text access. Supports stdio and streamable-http transports for local and remote deployment.

redmine-mcp

Enables AI agents to fetch issues from Redmine via the MCP protocol. Requires REDMINE_API_KEY and REDMINE_URL environment variables.

adf-mcp-server

Provides read-only monitoring, inspection, and root-cause analysis of Azure Data Factory resources, including factories, pipelines, and pipeline runs, through MCP tools.

hypermnesia

A semantic memory store for AI agents, enabling persistent memory across sessions via MCP tools with semantic search, scoped access, and local embeddings.

SEO/AEO Audit MCP

Generates a comprehensive 5-section PDF audit for any website covering SEO, AEO, technical, authority, and AI visibility using Ahrefs, CrUX, and OpenAI.

jp-dates MCP Server

Provides Japanese national holidays, wareki (era) conversion, and date information. Works fully offline with no API keys required.

chess ceo

MCP server for chess.ceo — 11.7M+ games, ~1.5M FIDE player profiles, per-player opening preparation, position statistics, head-to-head, live tournament broadcasts. No API key.

mcp-crm

Enables AI agents to safely operate HubSpot CRM contacts, deals, and pipelines via MCP, with caching, idempotency, audit trails, and robust error handling.

rdf-mcp

MCP servers for querying Brick and 223P ontologies, enabling abbreviation expansion, term/property lookup, and definition retrieval.

NewsData.io MCP Server

Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, and financial market data with advanced filtering options. It enables users to access real-time headlines, historical archives, and news sources directly through natural language.