发现优秀的 MCP 服务器

CapabilityHub MCP Server

Provides deterministic search, load, and execution operations for progressively disclosing agent capabilities (skills, MCP, CLI, HTTP/API, RAG). Enables scope-bound reference access with budgets and audit.

build_club_mcp

MCP server with example tools for arithmetic and greeting, designed for deployment on Amazon Bedrock AgentCore Runtime with OAuth authentication.

Ask-My-Data MCP

Automatically routes natural language questions to RAG or Text2SQL paths to answer queries about virtual construction site data, supporting semantic search and structured aggregation.

CI-1T Prediction Stability Engine

Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.

AWS FinOps MCP Server

Enables natural language analysis of AWS cloud costs, waste audits, and budget insights across multiple profiles and regions.

MCP-Server-for-CFD

Provides aerodynamic analysis tools through MCP, enabling geometry generation, meshing, CFD solving, and visualization for 2D airfoils.

cinch-mcp

MCP server that gives AI assistants a secure gVisor-isolated sandbox to run Python or JavaScript code, returning stdout, stderr, and exit codes without local access.

SEFAZ MG: Certidão Negativa de Débitos

MCP server for consulting Minas Gerais state tax debt clearance certificates from the official SEFAZ MG source. Read-only, pay-per-use, works with any MCP client.

ProofScope

An evidence-first integration decision service that assesses GitHub repositories and returns transparent scores, adoption recommendations, and verification gates.

Financial Datasets MCP Server

一个 MCP 服务器，通过模型上下文协议接口 (Model Context Protocol interface) 为 AI 助手提供访问股票市场数据的能力，包括财务报表、股票价格和市场新闻。

Adzuna Jobs MCP Server

Enables AI assistants to search jobs, analyze salary data, and research employers across 12 countries via the Adzuna API.

zenodo-mcp

An MCP server for discovering, retrieving, citing, and evaluating scientific records from the Zenodo repository.

Harness MCP Server

Provides AI agents full access to the Harness.io platform through 10 consolidated tools and 137 resource types, enabling management of CI/CD, GitOps, Feature Flags, cost data, and more.

emojikey-server MCP Server

通过存储基于表情符号的上下文键（表情符号键），在不同设备和应用程序之间保持一致的 LLM 交互风格。

MCP-Based Weather Information System

Provides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP.

Windows-MCP

Enables AI agents to interact with Windows operating systems by providing tools for UI automation, file navigation, application control, and system operations. Works with any LLM to perform tasks like clicking, typing, launching applications, and executing PowerShell commands through native Windows integration.

git-mcp

Standalone MCP server for GitHub that enables repository management, branch operations, pull request handling, and commit retrieval via tools listed in the README.

dcc-mcp-substance3d-designer

Adapter that runs an MCP server inside Substance 3D Designer, enabling tools to inspect and interact with the active designer session and its packages through natural language.

CoinGecko MCP Server

CoinGecko MCP 服务器

Xberg MCP Server

MCP server that extracts clean text, tables, and structured data from documents, images, code, and audio files, supporting 97 formats with OCR, transcription, and code intelligence.

stripe-mcp

MCP server for the Stripe API with 10 tools covering payments, customers, invoices, and subscriptions. Generated with MCPForge. Destructive and financial operations require human approval.

Pressable MCP Server

Provides a comprehensive suite of 56 tools for the management and automation of WordPress sites via the Pressable API. It enables users to handle site lifecycles, backups, DNS, and server operations through 13 specialized modules.

ReviewWebsite MCP Server

MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.

GitHub MCP Server

一个自定义的 MCP 服务器实现 (Yī gè zì dìngyì de MCP fúwùqì shíxiàn)

Neo4j MCP Server

Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.

JSON Filter MCP

Query only the data you need from your JSON file and keep your context clean

Code Mode MCP Server

Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code instead of direct tool calls. Provides a code execution sandbox that accesses MCP servers through HTTP proxy endpoints.

MCP & Copilot Studio Learning Project

A comprehensive learning project providing hands-on experience with Model Context Protocol (MCP) server development, featuring calculator and text utility tools for integration with Claude Desktop.

mcp-multi-model

One MCP server that routes to 12+ AI providers for text, image, and video generation, with smart task delegation, web search, and model comparison—all from the terminal.

MCP Enhanced Data Retrieval System

Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.