发现优秀的 MCP 服务器

Pictify MCP Server

Enables AI assistants to programmatically generate images, GIFs, and PDFs from HTML/CSS or web screenshots using the Pictify API. It also supports template management, batch rendering jobs, and A/B test experiment controls.

Universal Documentation MCP Server

Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.) into an AI-accessible knowledge base with intelligent caching and automatic domain detection.

Funky Junction

Enables quantum circuit design and electromagnetic simulation optimization through Qiskit Metal and Octave/OpenEMS. Provides 25+ specialized tools across two integrated MCP servers for designing transmon qubits, analyzing CPW transmission lines, and automating parameter optimization workflows.

Vitally MCP Server

An MCP server that provides access to Vitally customer data, allowing users to manage accounts, users, tasks, and conversations through the Vitally API. It enables actions like querying account health scores and creating notes via natural language.

ScrAPI MCP Server

一个服务器，可以抓取难以访问的网站，这些网站受到机器人检测、验证码或地理位置限制的影响，并以 HTML 或 Markdown 格式返回结果。

Gemini CLI MCP Server

Enables comprehensive codebase analysis using Google's Gemini AI through CLI integration. Provides architectural reviews and targeted code analysis with code2prompt integration for efficient context extraction.

Jimeng MCP Server

A TypeScript-based Model Context Protocol server that integrates with Volcengine's Jimeng AI image generation service, allowing users to generate AI images through simple tool calls.

mcp-oceanbase

OceanBase 数据库的 MCP 服务器及其工具

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

Workers MCP Server

从 Claude Desktop 与 Cloudflare Worker 对话！

Instagram MCP Server

Enables AI assistants to interact with Instagram and Facebook accounts through their APIs, supporting messaging, post management, commenting, and content creation.

Riksarkivet MCP Server

Enables users to search and access digital collections from the Swedish National Archives (Riksarkivet) through multiple APIs. Supports searching records by keywords, exploring collections, and downloading historical images and documents.

Microsoft Exchange MCP Server by CData

Microsoft Exchange MCP Server by CData

Caiyun Weather MCP Server

一个模型上下文协议服务器，基于彩云天气 API 提供全面的天气数据查询功能，支持实时天气、预报和警报，并提供多语言支持。

kr-crypto-intelligence

Korean crypto market data API for AI agents. Real-time Kimchi Premium (Upbit vs Binance), Korean exchange prices, USD/KRW FX rate. First verified Korean market data MCP server. Pay-per-use via x402 on Base.

kChat MCP Server

Enables interaction with the kChat platform to manage channels, post messages, and handle message threads. It also allows users to retrieve channel histories, manage emoji reactions, and access workspace user profile information.

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

Mia-Platform Console MCP Server

Mia-Platform 控制台 MCP 服务器 (Mia-Platform Kòngzhìtái MCP Fúwùqì)

HistGradientBoostingClassifier MCP Server

Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.

Airflow MCP

Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.

NexusNote MCP Server

Enables debate search and citation functionality through web search, Wikipedia, arXiv, and AWS documentation APIs. Designed to power debate features with comprehensive research and citation tools via MCP protocol.

Handwriting OCR MCP Server

镜子 (jìng zi)

xcsift-mcp

An MCP server that enables AI assistants to parse Xcode and Swift build outputs into structured, token-efficient formats like JSON or TOON. It provides tools for executing build commands and extracting detailed diagnostic information such as errors, warnings, and test failures.

Slack Feedback MCP Server

Enables users to collect, search, and retrieve product feedback and full conversation threads directly from Slack channels. It supports filtering messages by specific stakeholders and time ranges to facilitate efficient feedback analysis.

REI Crypto MCP Server

FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, and Arkham Intelligence for crypto data retrieval without requiring users to manage individual API keys.

DimeVision MCP Server

Enables AI assistants to analyze weld photos for quality scoring and identify common defects like porosity or undercut. It provides practical bead-building tips and technical guidance for MIG, TIG, and Stick welding processes based on AWS/ASME standards.

Podman MCP Server

用于容器运行时（Podman 和 Docker）的模型上下文协议 (MCP) 服务器

Substack Reader MCP Server

Enables users to manage and read Substack content directly within Claude, including listing subscriptions and fetching full post details. It supports searching within newsletters and retrieving recent feeds using authenticated browser cookies.