发现优秀的 MCP 服务器

MCP-FinTechCo

Provides real-time weather data for cities worldwide using the Open-Meteo API, with planned expansion into financial technology tools including market data, stock prices, and economic indicators.

Resume Analysis MCP Server

An intelligent server that processes and evaluates resumes by extracting structured data, analyzing skills and experience, scoring candidates against job requirements, and generating detailed reports.

igaming-odds-mcp

MCP server providing deterministic betting odds tools including conversions, margin, parlay pricing, settlement, and Kelly staking.

CPAN-Package-Info

An MCP server for obtaining the README content, metadata and search function of CPAN packages.

pega-code-review

MCP server for exploring Pega branches and fetching full rule XML for LSA-style code reviews.

Cosmic MCP Server

An MCP server that enables AI assistants to manage content, media, and schemas within Cosmic CMS buckets. It allows users to perform CRUD operations on objects and types while providing tools for AI-driven text, image, and video generation.

ArXiv MCP Server

Enables AI assistants to search, download, and read arXiv papers, with automatic detection of open-source code repositories and support for both LaTeX and PDF content.

Sophos Central MCP Server

MCP server for interacting with Sophos Central APIs, providing 255 tools for managing endpoints, alerts, policies, and more across partners, organizations, and single tenants.

macOS Mail MCP

Discovers and reads mail accounts configured in Apple Mail via macOS automation, allowing MCP clients to access email without storing passwords.

mcp-document-converter

Converts documents between multiple formats (Markdown, HTML, DOCX, PDF, Text) enabling AI agents to easily transform documents.

mcp-web-calc

An MCP server that enables web searching, URL content extraction, and summarization without requiring API keys. It also provides advanced mathematical evaluation and multi-language Wikipedia summary retrieval tools.

mcp-sanctions-screening

Screens names against the US Consolidated Screening List including OFAC SDN and BIS Entity List, keyless.

Shopify MCP

A read-only MCP server that exposes the full Shopify Admin GraphQL API through 6 universal tools, with multi-store support and mutation rejection at the parser level for safety.

ICICI Direct MCP Server

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SmoothSend MCP Server

Enables AI assistants to help developers integrate gasless transactions on the Aptos blockchain by providing access to documentation, code snippets, and transaction cost estimation. It facilitates interaction with the SmoothSend SDK and API through MCP-compatible tools like Cursor and Claude.

Just Facebook MCP Server

Automates Facebook Page management through the Graph API, enabling content posting, comment moderation, analytics tracking, and engagement monitoring through natural language interactions.

mcp-architect

Stop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.

Keap MCP Server

Complete Model Context Protocol server for Keap (formerly Infusionsoft) with 111 tools and 22 React apps.

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APIM ❤️ AI - 此仓库包含对 Azure API Management 的 AI 功能的实验，集成了 Azure OpenAI、AI Foundry 等等 🚀

SemiProcess MCP Server

A specialized MCP server for semiconductor manufacturing that provides 8 tools for defect analysis, process recipe standardization, and equipment monitoring. It enables users to resolve process defects, validate process windows, and track real-time metrics and SPC status.

script-runner

Remote MCP server that launches user-supplied scripts inside disposable Docker containers, returning task IDs for async tracking and bounded output tails.

prismix-status-mcp

Enables checking real-time operational status of 75+ AI services (OpenAI, Anthropic, Cursor, etc.) through tools like check_ai_status and list_ai_services.

Heroku MCP Tool Search Server

Enables dynamic tool discovery and loading for Claude using BM25, regex, and semantic search algorithms. It supports managing a catalog of over 10,000 tools with minimal context overhead and provides a REST API for tool management.

loop-mcp

Enables reading, listing, creating, and editing Microsoft Loop pages as Markdown through browser automation.

UGS-MCP

MCP server for controlling CNC machines via Universal GCode Sender. Lets Claude (or any MCP-compatible AI assistant) connect to a CNC machine, inspect G-code, and issue motion commands — all through the UGS Pendant REST API.

Mcp Server Template

一个快速启动模板，用于开发您自己的 MCP 服务器，使 AI 能够访问您的工具/资源。

mcpc

MCP 服务器脚手架工具 (MCP fúwùqì jiǎoshǒujià gōngjù)

metacode-sci

Provides read-only, offline MCP tools to find papers' own code, method chains, and evidence boundaries from a curated knowledge bundle, without executing candidate code or contacting the network.

OSSInsight MCP Server

为 GitHub 上的仓库、开发者和组织提供数据分析，通过 API 调用和自然语言查询，深入了解开源生态系统。