发现优秀的 MCP 服务器

Codex MCP Server

Connects AI assistants like Claude to the Codex CLI for code analysis, editing, and execution. Supports file references with @ syntax, sandboxed code execution with approval workflows, and structured code changes for automated refactoring and documentation.

stash-mcp

Enables interaction with Bitbucket Server/Data Center (Stash) for project and repository discovery, pull request management, code review, and code search.

Prometiam Company Data

Company data for Spain, France, the UK, Ireland and Poland — registry, KYB and sanctions.

DFlow MCP Server

Provides access to Kalshi prediction market data with 23 tools for querying events, markets, trades, forecasts, candlesticks, and live data from the CFTC-regulated exchange for trading on real-world events.

memecoin-radar-mcp

Real-time radar for Solana memecoins, Pump.fun launches, and KOL trades.

yek-mcp

Enables natural language querying of the Turkish Manuscript Institution's catalog of 674,000+ manuscripts, allowing AI-assisted browsing and discovery.

THU Agent by CyberCraze

An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.

Contentrain MCP Server

Enables AI agents to manage Contentrain CMS content, models, and assets with automatic git branch synchronization across different environments. It provides standardized tools for performing CRUD operations on git-based headless CMS projects through natural language.

Embody

MCP server embedded in TouchDesigner with 45 tools for creating operators, setting parameters, wiring connections, managing externalizations, and building real-time visual projects through natural conversation.

KASB Accounting MCP

Enables searching and retrieving Korean accounting standards (K-IFRS, general corporate accounting standards) and Q&A summaries from the Korea Accounting Standards Board (KASB) database directly in Claude.

risques_territoire_mcp

Assess natural and technological risks for French addresses or communes using open APIs (Géorisques, Base Adresse Nationale).

Promokit Prestashop MCP Server

A Model Context Protocol server designed to integrate with Claude Desktop, allowing users to interact with Prestashop e-commerce platforms through natural language interfaces.

Bilig WorkPaper

Headless WorkPaper MCP server for spreadsheet formulas, workbook edits, JSON persistence, and verified readback from TypeScript services.

provespec-mcp

Enables agents to fetch specifications from the public ProveSpec catalog, search and retrieve specs, and grade their own implementations against capability checklists, returning parity scores and gap lists.

MCP Midjourney

Enables AI image and video generation using Midjourney through the AceDataCloud API. It supports comprehensive features including image creation, transformation, blending, editing, and video generation directly within MCP-compatible clients.

whatsapp-mcp-server

Enables LLMs to interact with WhatsApp via the official WhatsApp Cloud API, providing tools for sending messages, templates, media, and managing conversations.

mcp-unify

Unifies multiple MCP servers behind a single endpoint with lazy loading, auto-cleanup, Python plugins, and role-based filtering.

zotero-mcp-server

An MCP server that integrates with Zotero to manage research references, enabling search, citation, and organization of your library.

Recruit CRM MCP Server

Enables AI tools like Claude and Codex to access and manage Recruit CRM data including candidates, jobs, companies, tasks, meetings, notes, and call logs through natural language.

Wake County Public Library

Enables searching the Wake County Public Library catalog and all NC Cardinal libraries, returning book details including title, author, format, availability status, and direct catalog links.

mcp-repo-context

A Weaviate-backed MCP server that gives Claude Code agents semantic search over your repository's PR review comments and source code.

DICOM API MCP Server

Exposes DICOM operations as tools for AI agents to interact with medical imaging systems and PACS. It enables searching for studies and series, querying instance metadata, and retrieving pixel data from DICOM entities.

site24x7-code-mode-mcp

A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbox to execute API calls, enabling management of monitors, accounts, and MSP/BU tenancy through natural language.

figma-opencode-mcp

Local-first MCP server that connects AI coding agents to the currently open Figma file through a local plugin bridge, requiring no Figma API token.

NeverOnce

Persistent, correctable AI memory with zero dependencies. Corrections always surface first and never decay. SQLite-backed, 400 lines of pure Python, MCP server included.

usensedata-mcp-server-query-china-company

羽山数据API服务现已全面兼容MCP协议，打造数据服务MCP Server。usensedata-mcp-server-query-china-company 项目是一个为企业类数据查询服务而设的服务器，用户可以通过简单的配置，快速地通过LLM使用羽山数据的企业类数据服务。它依赖于MCP Typescript SDK，因此可以快速接入到支持MCP协议的智能体助手中。

svg-generator-mcp

Generates SVGs from text prompts and converts raster images to SVG using the Quiver AI API.

JunZero_08

My own Server

XMCP

A comprehensive MCP server for X/Twitter featuring over 70 tools for research, engagement, and publishing with granular permission-based access control. It includes specialized Playwright-powered tools for fetching X articles and supports extensive account management and thread operations.

Docker Forge MCP

Generates, audits, and tunes Docker Compose stacks inside Claude Code.