发现优秀的 MCP 服务器

skeleton-mcp

A starter template for building an MCP server with Vault-based secret management and Postgres-backed configuration, featuring tool-level authorization and redacted output.

reframed-mcp

Tailors a resume to a job description by providing two voice-preserving versions and a provenance summary.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright on Cloudflare Workers, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

agentrisk

Provides risk guardrails for AI trading agents by analyzing portfolio risk, checking trades against policies, and generating risk policies.

Plane MCP Server

A Model Context Protocol (MCP) server that enables LLMs to interact with Plane.so, allowing them to manage projects and issues through Plane's API. Using this server, LLMs like Claude can directly interact with your project management workflows while maintaining user control and security.

Switchboard

A human-in-the-loop input gateway for AI coding agents that lets agents pause mid-task and ask questions via a native Android app, designed for away-from-desk workflows.

IWAC MCP Server

A read-only MCP server for the Islam West Africa Collection (IWAC) digital archive, providing 37 tools to search and analyze newspaper articles, publications, references, and more.

mcp-test-server

A lightweight MCP test server for verifying client connectivity, providing tools, resources, and prompts for integration.

trilium-bolt

Lightning-fast MCP server for Trilium Notes — returns LLM-friendly markdown instead of raw HTML, so AI can read and write your notes naturally. Search, create, update, and organize your notes with AI.

Figma MCP PRO

Professional Model Context Protocol server that enables AI-optimized Figma design analysis and comprehensive design-to-code conversion through a structured 5-step workflow.

Springboot + MCP + JUnit 模板项目

一个使用 Spring Boot、MCP（服务器）和 JUnit 的模板项目，包含 JUnit 测试方法。 (Or, a slightly more literal translation:) 一个基于 Spring Boot、MCP（服务器）和 JUnit 的模板项目构想，其中包含 JUnit 测试方法。

Minecraft Survival MCP Server

Enables LLM agents to play and survive in Minecraft by abstracting low-level tasks like pathfinding, building, and crafting into high-level transactional commands. It utilizes a "Helix" architecture to handle execution and coordinate math autonomously, allowing models to focus on strategy and high-level intent.

grants-gov

Provides access to open federal grant opportunities from Grants.gov without authentication. Enables querying and exploring grant data through natural language via Pipeworx gateway.

Obsidian Lumina MCP

A Model Context Protocol server that enables semantic vector search over Obsidian notes, allowing AI assistants to intelligently search and retrieve relevant note content.

@raygister/mcp

Read-only MCP server for Raygister, enabling AI assistants to browse construction projects, lots, specifications, and locations via natural language.

Cloud Pilot MCP

Provides AI agents with natural language control over AWS, Azure, GCP, and Alibaba Cloud infrastructure through dynamic API discovery and execution. Supports 51,900+ cloud operations and includes OpenTofu integration for complete infrastructure lifecycle management.

fulfil-mcp

MCP server for Fulfil.io ERP with 29 tools for inventory, orders, shipments, customers, purchasing, returns, warehouse operations, and analytics. Integrates with Claude Desktop and other MCP clients via Fulfil.io REST API v2.

Elasticsearch MCP Server

通过 Model Context Protocol 服务器和自然语言命令，方便用户与 Elasticsearch 集群进行交互，执行索引操作、文档搜索和集群管理。

tokens-saver-mcp

Routes narrow text-processing tools (classification, extraction, summarization, etc.) to budget models to reduce token consumption on the main model.

io.github.sathvic-kollu/techtenstein-linkedin

MCP server that enriches LinkedIn profiles, companies, and enables people search using the Techtenstein LinkedIn Enrichment API.

@cyanheads/met-museum-mcp-server

Searches the Metropolitan Museum of Art collection and fetches full artwork records with open-access images via MCP, supporting STDIO and Streamable HTTP transports.

altic-mcp

A macOS automation MCP server providing 40+ tools for controlling Messages, Contacts, Notes, Reminders, Calendar, Files, Clipboard, Windows, Safari, Chrome, screenshots, and system settings via natural language.

Smart Context MCP Server

An AI Context Engineer that transforms vague queries into structured context packages for LLMs by extracting code, mapping relationships, and providing insights.

RTK Motion Intelligence MCP Server

Provides agent-to-agent paid access to motion capture, rehabilitation biomechanics, location threat intelligence, and commercial truck-sighting data via 21 MCP tools with USDC payments.

Linkedin-Profile-Analyzer

一个强大的 LinkedIn 个人资料分析器，与 Claude AI 无缝集成，可以获取和分析公开的 LinkedIn 个人资料，使用户能够通过 RapidAPI 的 LinkedIn 数据 API 提取、搜索和分析帖子数据。

Secure Schema MCP

A read-only MCP server that provides AI coding tools with database schema structure (tables, columns, keys, relationships) without exposing row data.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API via the Model Context Protocol. Allows users to perform web searches and retrieve information from the internet through natural language queries.

Archway MCP Server

Provides governance posture assessment, engagement scoping, and R&D risk screening tools via MCP, deployed on Cloudflare Workers.

Plaid Transactions MCP Server

Enables secure interaction with Plaid's Transactions API to sync, search, and analyze financial transactions from linked bank accounts using natural language queries.