发现优秀的 MCP 服务器

oura-mcp-server

Enables AI assistants to access and analyze Oura Ring health data, including sleep, readiness, and activity metrics, with support for visualization and correlation analysis.

Sway MCP

Exposes Sway window manager commands as native tools for Claude Code, enabling window management, workspace navigation, and display configuration through natural language.

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.

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。

mcp-oceanbase

OceanBase 数据库的 MCP 服务器及其工具

EasyAR MCP Server

Enables AI coding tools like Codex and Claude to assist with EasyAR Unity workflows, including project inspection, sample preparation, and C# script generation.

Twitter MCP Server

Enables seamless interaction with Twitter/X platform through Claude AI, allowing users to post tweets with images, search for tweets, and engage in conversations using natural language commands.

Gmail MCP Server

Enables AI agents to interact with Gmail through a standardized MCP server interface, allowing for natural language email management and automation.

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.

Microsoft Business Central MCP Server

MCP server for Microsoft Dynamics 365 Business Central that enables AI assistants to query and manage Business Central data via full CRUD operations.

MongoDB MCP Server

A Model Context Protocol server that enables interaction with MongoDB databases and MongoDB Atlas, allowing users to perform database operations and manage Atlas resources through natural language.

Xpoz MCP Server

Enables AI agents to search Twitter, Instagram, Reddit, and TikTok using natural language queries, with CSV exports up to 500K rows and no API keys needed.

kegg-mcp-server

An MCP server for querying the KEGG bioinformatics database, providing tools, resource templates, and guided prompts for pathways, genes, compounds, and more.

mcp-factory

Manifest-driven MCP server scaffolder and runtime hub for tool integrations.

@run-iq/mcp-server

MCP server exposing a parametric policy engine for evaluating, simulating, and managing rules, with dynamic plugin support for domain-specific calculations.

Workers MCP Server

从 Claude Desktop 与 Cloudflare Worker 对话！

moss-brain

MCP server that provides semantic memory with search, related-content traversal, and write-back capabilities, all powered by local embeddings of your notes, documents, and chat histories.

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.

mcp-run-isolated-python

Enables LLMs to execute Python code securely in a sandboxed environment. Supports configurable restrictions like no network access and returns results including files.

Background Process Management MCP Server

Enables AI agents to efficiently manage and monitor background processes, with features like process startup, termination, log retrieval, and resource management.

MySQL MCP Server

Enables natural language interaction with MySQL databases through MCP tools for querying, executing DDL/DML, listing databases/tables, and describing table schemas, with parameterized queries and read-only mode.

mcp-searxng

Provides structured search tools (web, news, images, videos, research) via a SearXNG instance, with direct URL reading disabled by default for security.

ts-diagnostics-mcp

Provides real-time TypeScript diagnostics with intelligent caching for AI agents, enabling instant queries instead of running tsc repeatedly.

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。

Mia-Platform Console MCP Server

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

optimizely-test-data-mcp

Generates importable Optimizely CMS 12 .episerverdata packages from content plans by reading a content-type export and writing the file, without interacting with a CMS instance.

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.

MCP Router

Enables AI clients to manage multiple accounts per provider (e.g., Notion workspaces, GitHub identities) through a single MCP endpoint, with sticky account selection and context switching.

@crisog/railway-mcp-server

Unofficial MCP server for Railway that enables managing Railway infrastructure through natural language, including projects, services, deployments, environments, variables, templates, domains, volumes, observability, integrations, networking, and workflows.