发现优秀的 MCP 服务器

EPH-MCP: Emergent Pattern Hunter

Enables AI systems to reason through emergent thinking by breaking queries into fragments that interact and form patterns, simulating how insights naturally arise in complex systems. Provides tools for emergent reasoning, pattern analysis, thought comparison, and reasoning session history.

GachaMCP

A Python MCP server that helps AI interact with Gacha games through screenshot capture and click automation, enabling game analysis and automated actions.

Multi-Database MCP Server

Enables simultaneous querying and schema exploration across multiple database types, including PostgreSQL, MySQL, SQL Server, and SQLite. It supports parallel query execution and detailed inspection of tables and schemas across different database instances.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

mcp-data-kcmo

MCP server for accessing Kansas City, MO open data through the Socrata SODA API. Enables querying and retrieving public datasets from data.kcmo.org.

HubSpot MCP Server

Enables AI assistants to interact with HubSpot CRM data, providing tools for managing contacts and companies, retrieving activity and conversations, and performing semantic search with vector storage and caching for improved performance.

SkyFi MCP Server

Enables AI agents to search, compare pricing, and order satellite imagery from 150+ satellites across 12+ providers via natural language.

MCP-GET

A unified Model Context Protocol server that provides a consistent interface for AI assistants to interact with productivity tools like Linear, GitHub, Slack, and Notion. It enables users to search, retrieve, and manage tasks and data across multiple workplace services from a single endpoint.

data-santaclara

MCP server for querying Santa Clara County open data via Socrata APIs, enabling dataset search, SoQL queries, and metadata retrieval.

XTRF Home Portal API Server

Enables interaction with XTRF translation management system through their Home Portal API. Provides access to XTRF's project management, translation workflow, and client portal functionalities via natural language interface.

MCP QA Lab

Evidence-driven quality testing for Model Context Protocol servers. It connects as a real client, captures the complete model-facing contract, identifies agent-usability risks, measures context cost, and executes only explicitly approved target calls.

Godbolt Compiler Explorer MCP

Enables compiling source code and exploring assembly outputs via the Godbolt Compiler Explorer API. Supports multiple languages, compilers, and optimization levels.

Homey MCP Server

Enables Claude AI to control and manage Homey Pro smart home devices, flows, and analytics through natural language.

flight

Enables flight search and Google Maps directions via SerpApi.

auto_video_generator-mcp

An MCP-based intelligent video generation system that automatically adds subtitles, synthesizes voice, and edits video clips.

Hedera Testnet Mirror Node MCP Server

镜子 (jìng zi)

Cursor Talk to Figma MCP

Implements a Model Context Protocol integration between Cursor AI and Figma, allowing Cursor to programmatically read and modify Figma designs.

Linear Lite MCP Server

A lightweight Linear MCP server on Cloudflare Workers that enables managing issues, documents, and workspace overview using human-friendly names through Streamable HTTP.

msbuild-mcp-server

Enables building MSBuild projects and solutions by dynamically locating MSBuild and providing customizable build options, with clear error reporting and cross-client compatibility.

Nara Home MCP

Enables ChatGPT to read selected Home Assistant data and perform limited home-control actions like turning on/off lights and running scenes, with a strict allowlist for security.

MCP OAuth Gateway

A transparent proxy server that simplifies authentication by chaining its own OAuth layer with an upstream MCP server's credentials. It manages dual token sets behind a single interface, enabling secure and streamlined access to protected MCP resources.

ntfy-notify

Lets you send push notifications to your phone via ntfy, enabling alerts from scheduled tasks or direct messages.

neuron

A Discord MCP server that gives AI agents full control of a Discord bot — messages, channels, roles, threads, forums, events, webhooks, reactions, moderation, image generation, and real-time voice.

kubopt

Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE — directly from Claude

SignaTrust MCP Server

Enables AI assistants to manage document signing workflows via natural language, including creating envelopes, uploading documents, analyzing contracts, and verifying blockchain anchors.

Bun Novel Processor MCP

A Bun-based MCP server designed for processing and segmenting long-form novel text files. It enables AI agents to incrementally read novels, validate chapter drafts, and manage cleaned chapter metadata through standard stdio transport.

MCP PDF Server

A PDF processing server that extracts text via normal parsing or OCR, and retrieves images from PDF files through the MCP protocol with a built-in web debugger.

microsoft-ads-mcp

An MCP server for the Microsoft Advertising (Bing Ads) API. Gives an MCP client live read and management access to your Microsoft Advertising accounts — reporting, campaign structure, and full write operations.

Instant-MCP Studio

Turns any OpenAPI/Swagger spec (JSON, YAML, or URL) into a production-ready, type-safe FastMCP Python server with visual endpoint selection and 1-click Claude Desktop or Cursor IDE integration.