发现优秀的 MCP 服务器

MCP Feedback Server

Enables agents to request and receive user feedback during task execution through a terminal-based interactive feedback system.

RunCue

RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI using natural language tasks via WebDriverAgent. It provides tools for running UI flows, checking UI state, listing devices, and diagnosing WDA setup.

dbt MCP Server

一个用于与 dbt 资源交互的 MCP (模型上下文协议) 服务器。

yandex-mcp

Enables AI assistants to work with Yandex Webmaster, Direct, and Metrika data through natural language, including managing sites, sitemaps, recrawls, ad campaigns with write-safety guards, and pulling traffic, conversion, and ad statistics.

Personal AI Assistant MCP

Enables comprehensive personal task management through specialized MCP servers including email sending, PDF reading with OCR, web search, meeting scheduling, pizza ordering, and interactive question handling. Provides a unified chat interface for natural language interaction with all these capabilities.

cloud-audit

Open-source AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server. 47 checks across 15 AWS services. Every finding includes copy-paste remediation (CLI + Terraform) and a dollar-risk estimate with verified source. First free standalone AWS security MCP server - Prowler and Wiz require paid SaaS.

@emit/xhs-cover-mcp-server

Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-compatible tools.

web-search-mcp

Provides web search and page fetch capabilities using a browser-based approach, enabling LLMs to search DuckDuckGo, Google, or Yandex and retrieve rendered HTML from URLs.

Lad MCP Server

A project-aware AI design and code review server that uses dual reviewers via OpenRouter to catch context-blind errors in AI-generated code, optionally integrating with Serena for long-term project memory.

mssql-mcp

Enables AI assistants to interact with MSSQL databases through natural language, supporting CRUD operations and schema management.

Social Fetch MCP

Lets coding agents fetch real social media and web data from platforms like TikTok, Instagram, YouTube, and more, directly inside editors like Cursor and VS Code.

base120-mcp

Exposes 120 named mental models as reasoning primitives via MCP, enabling AI agents to apply structured reasoning, generate prompts, and persist ledger-style outputs deterministically.

Swytchcode MCP server

Swytchcode 加速了 API 集成，使开发者能够使用 Postman 集合或 OpenAPI 规范无缝集成任何 API。借助 Swytchcode，开发者可以获得他们首选编程语言的、可用于生产环境的代码，从而将集成时间缩短高达 90%。 Swytchcode 平台支持为 80 多个 API 生成代码，并能够根据需求添加更多 API。这种简化的方法使开发者能够专注于创新，而不是繁琐的集成任务。 主要特点： API 支持：与 80 多个 API 集成，包括 Stripe、PayPal 和 Shopify 等流行的金融科技服务。 代码生成：生成多种编程语言的代码，确保与各种开发环境的兼容性。 按需添加 API：允许开发者根据需要请求对其他 API 的支持。

Gondola AI

Travel award search: compare cash vs points on hotels, flights & cars, cents-per-point, and book

Email MCP Server

Integrates Gmail with Claude Desktop to fetch unread emails, generate AI-powered draft replies with customizable tone and style guides, and manage your inbox through natural language commands.

Credit Karma MCP

Connects Claude to Credit Karma for natural-language access to transactions, spending patterns, and account summaries.

JayOfemi/shikamaru

Deterministic day-count and accrued-interest engine. Six ISDA/ICMA conventions, proven exact against QuantLib over 3,600 date pairs. Stops the AI guessing your interest math.

identity-storage-mcp

Provides persistent, inspectable memory storage for AI agents using SQLite. Agents can store, recall, and search memories across sessions via three MCP tools.

FileToPDF MCP server

Enables conversion of files, HTML, and Markdown to PDF through natural language, using the FileToPDF API.

Coppermind

Enables AI assistants to design PCBs in KiCAD through natural language, with transactional preview-verify-commit workflow, undo/redo, and an engineering knowledge base.

Coolify MCP Server

Enables AI assistants to interact with Coolify for complete infrastructure management including applications, databases, servers, deployments, and team operations. Provides 100% API coverage with 64 tools for managing the entire Coolify ecosystem through natural language.

MCP-Saptiva

An MCP server for interacting with Saptiva AI's suite of models, offering capabilities such as chat completions, chain-of-thought reasoning, and OCR. It enables users to generate semantic embeddings, access specialized prompts, and manage AI-driven workflows through a standardized interface.

Jupyter Notebook MCP Server

Enables AI agents to read, edit, execute cells, and capture outputs from Jupyter notebooks directly within VS Code or Cursor via the Model Context Protocol.

Promptibus MCP

Provides AI agents with structured knowledge about 67+ generative AI models, including model recommendations, prompt formatting, parameter guidance, and validation. It acts as a prompt engineering co-pilot that helps agents use their existing tools more effectively.

FedMCP - Federal Parliamentary Information

Provides access to Canadian federal parliamentary data (debates, bills, MPs, votes, Hansard transcripts) and legal information (case law and legislation through CanLII) for research and analysis.

Undisk MCP

Provides versioned file storage for AI agents with immutable writes, auditing, and rollback capabilities.

Kanban MCP Server

Enables users to manage Kanban-style tasks with priorities, tags, and statuses (todo, in progress, done) through natural language. Provides task analytics including lead time, cycle time, and status distribution with MongoDB storage.

Active Directory MCP Server by CData

Active Directory MCP Server by CData

The Movie DB MCP Server

A server that connects to The Movie Database API, enabling clients to fetch popular movies, now playing movies, movie details, cast information, and search for movies through a Message Control Protocol interface.

deribit-mcp

MCP server for Deribit's crypto options exchange, enabling AI assistants to query market data, manage accounts and orders, and execute trades with safety defaults (testnet, trading disabled by default).