发现优秀的 MCP 服务器

GameCodex

MCP server that provides game design lenses and knowledge base docs to help AI assistants and programmers make better design decisions during game development.

YouTube Summarizer MCP Server

Enables AI agents to fetch, search, and summarize YouTube video transcripts via tools, resources, and prompts.

vision-mcp

Enables text-only models to understand images through a conversational MCP server, supporting multi-turn follow-ups, URL inputs, and OpenAI-compatible vision APIs.

ProjectDocHelper

ProjectDocHelper 是一个 MCP (模型上下文协议) 服务器，旨在自动生成项目文档，并通过 MCP 使 AI 开发工具（如 Cursor）可以访问这些文档，从而提高 AI 响应的准确性和相关性。

Medium MCP Server

Enables AI assistants to interact with Medium's platform for publishing, updating, and managing articles and drafts through OAuth 2.0 authentication with automatic retry logic and rate limit handling.

Vimeo MCP Server

An MCP server that provides tools for interacting with the Vimeo API, enabling management of videos, transcripts, and retrieval of video statistics through a standardized interface.

AWS OpenSearch MCP Server

A read-only MCP server for investigating Amazon OpenSearch Service domains using natural language, with tools for cluster health, index management, search, and diagnostics, secured by allowed profiles and regions.

MCP JSON Server

Enables comprehensive JSON file operations including reading, writing, transforming, and analyzing JSON data from local files and URLs. Supports JSON pointer access, schema inference, data merging, and specialized market data optimization tools.

tui-mcp

What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launch any TUI app, take screenshots, send keystrokes, read text - works with any framework.

leonardo-ai-mcp-server

Integrates Leonardo AI image generation capabilities into MCP-compatible clients like Cursor, Claude Desktop, and VS Code, allowing natural language commands to generate, upscale, vary, and manage images.

Planthire AI MCP

Planthire AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CC Fig MCP

Enables bidirectional control between Claude Code and Figma with real-time sync, allowing creation and manipulation of design elements, component management, and document inspection through natural language commands.

ollama-mcp

Enables AI agents to offload mechanical, high-token work to local Ollama models through MCP, with role-based model discovery, batch processing, and file-aware inputs.

revenuecat-charts-mcp

An MCP server that enables AI agents to query RevenueCat's subscription analytics API using natural language, retrieving metrics like MRR, churn, and revenue.

Athena MCP Server

A comprehensive MCP server integrating OpenAI GPT models for AI-powered tasks like code analysis, generation, and translation, along with system utilities, Docker management, network diagnostics, and web tools.

kubeaid-mcp

Exposes a Kubernetes cluster to MCP-compatible AI clients, enabling read-only and optional write operations on cluster resources like pods, deployments, and namespaces through natural language.

MCP Server for cryptographic hashing

一个模型上下文协议（MCP）服务器，用于计算 MD5 和 SHA-256 哈希值，并提供工具和指南，帮助您理解和构建 MCP 服务器。可与 Claude Desktop 和 VSCode 配合使用。

Mcp Pallete

一个简单的玩具版 MCP 服务器，可以获取图像颜色并从中生成 PNG 调色板。

SuperDocs MCP Server

Enables AI-powered document editing, drafting, searching, summarizing, and exporting styled documents (docx, PDF, HTML, Markdown) across large files via 38 MCP tools.

hs-sql-agent

C# SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded Admin UI. Eliminates LLM hallucinations and security risks across 6 major databases.

auto-mcp-server

Local MCP server for AI agents that enables Jira issue management, Confluence Wiki page creation and editing, Git commit analysis, and diagram generation.

AlphaFold3 MCP Server

Enables AI-powered protein structure prediction and variant analysis via Docker, with tools for submitting predictions, batch processing variants, and monitoring jobs.

TradingView MCP Bridge

Enables AI assistants to interact with TradingView Desktop charts for analysis, Pine Script development, and workflow automation via Chrome DevTools Protocol.

abap-accelerator

Enables ABAP development on SAP systems by exposing ADT APIs as MCP tools for browsing, creating, updating, and testing ABAP objects.

react-profiler-mcp

Streams live React profiler data to AI agents, enabling them to analyze performance and suggest specific, actionable fixes for slow components.

wealthapi-mcp

MCP server that enables AI assistants to answer portfolio questions about a wealthAPI account, with read-only tools for accounts, transactions, investments, dividends, and market data.

mcp-data-ny

MCP server for accessing data.ny.gov datasets via the Socrata Open Data API, enabling search, query, metadata retrieval, and column value exploration.

Log MCP Server

Enables AI assistants to automatically inspect and analyze application runtime log files for debugging and troubleshooting. Supports monitoring multiple log directories simultaneously with tools for listing, reading, searching, and paginating through log files.

DETRAN CE: Emissão de Taxa de Multas

Enables querying DETRAN Ceará traffic fine issuance data from official sources via a read-only MCP tool, with pay-per-use prepaid credits and magic-link login.