发现优秀的 MCP 服务器

architecture-pattern-mcp

Provides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.

D365 F&O MCP Server

Enables AI-assisted X++ development for Dynamics 365 Finance and Operations by pre-indexing the entire codebase and providing 54 specialized tools for metadata lookup, code generation, and best practice validation.

Redshift MCP Server

A secure, read-only MCP server for Amazon Redshift that enables AI assistants to discover, query, and export data through natural language via 10 specialized tools, with schema allowlisting and row limits for safety.

mcp-openapi

Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code. Supports Swagger 2.0, OpenAPI 3.x, Bearer/API-key/OAuth2 auth, flat parameter schemas for better LLM accuracy, and smart response truncation.

Spark Feed MCP

OAuth-protected remote MCP server for Cloudflare Workers that exposes get_videos and get_articles tools to read configured RSS/Atom feeds filtered by date, returning entries and article previews.

Video Pipeline MCP Server

An MCP server for managing a video pipeline with file, Excel, and search tools, integrated with Claude AI via a cloudflared tunnel; media processing (TTS/STT/images/montage) is under development.

truepng-mcp

Recovers genuine transparency from images with painted checkerboard backgrounds, outputting RGBA PNGs with proper alpha channels. Supports CLI and MCP stdio server for macOS.

troedler

Enables searching multiple second-hand marketplaces simultaneously from a local command line or AI assistant, providing unified results with pricing insights while respecting each source's terms and robots.txt.

mcp-recherche-entreprise

Enables searching for French companies using the official data.gouv.fr API, with filters for name, location, activity, and certifications.

VentureOS

Provides startup verification tools including domain/package/org availability checks, unit economics, runway, market size, and cap table calculations with transparent formulas and warnings to prevent common agent errors.

DocScan MCP Server

MCP server that scans, indexes, and semantically searches local documents (PDF, DOCX, images, etc.) using Docling and local vector search.

midjourney-mcp

Enables Midjourney image generation via PiAPI with daily cost caps, audit logs, and SSRF-safe image URL inputs.

UltraThink

A Python-based MCP server that facilitates structured problem-solving through sequential thinking, branching, and confidence scoring. It allows users to track assumptions and manage multiple concurrent reasoning sessions to break down complex tasks.

Apify MCP Server

Enables AI assistants to use thousands of Apify Actors for web scraping, data extraction, and automation via the Model Context Protocol.

dsh-mcp-admin

Exposes DeepSeek Harness skill and agent preset management as an MCP server, letting remote agents read, create, update, and delete skills/presets over HTTP with audit logging. It enables a production-to-review-to-modification workflow without SSH.

payme-mcp

MCP server for Payme payment system (Uzbekistan). Supports transactions, statements, payment links, and balance queries via JSON-RPC 2.0.

Local Project Sync

A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

Chargily MCP

An MCP server for the Chargily Pay V2 API, enabling payment management including customers, products, prices, checkouts, and payment links.

Sponsorable MCP server

Connects a podcast-sponsorship database to AI assistants, allowing users to search for brands that sponsor podcasts and reveal buyer contacts by name and email.

SongCheck MCP

Enables AI agents to detect AI-generated music, images, and video by analyzing files through SongCheck's ensemble detector, providing verdicts and confidence scores.

TradingView MCP Jackson

Enables Claude to control TradingView Desktop for automated morning briefs, chart analysis, Pine Script development, and session management via MCP tools.

CrossAgentMCP

An A2A pool MCP server that enables multiple AI agents to register, collaborate in sessions, critique each other, and self-improve towards shared goals with no human intervention.

Model Context Protocol Server for Solana Client

一个服务器，可以与 Solana 区块链进行交互，提供对 40 多个 Solana RPC 方法的访问，包括获取余额、交易详情、区块信息和发送交易。

mt5-mcp

An MCP server that lets an AI agent read your MetaTrader 5 account and place trades over the Model Context Protocol, with a configurable human approval gate.

sqlite-mcp-server

Read-only MCP server for SQLite databases, enabling AI assistants to safely query and inspect database schemas without write access.

gomcp-worker

Cloudflare Workers 上的 MCP 服务器，通过 CDP 控制 Lightpanda 浏览器，支持导航、搜索、获取 Markdown 和链接提取。

korea-academic-mcp

An MCP server that searches Korean academic databases (KCI, DBpia, RISS) via their official Open APIs, enabling Claude and other MCP clients to retrieve academic papers.

pushtodisplay

Send structured content to selected boards on iOS and android devices via MCP server, route updates to specific panels, and render in real time with display-focused multi-panel layouts.

Perplexity MCP Server

这个服务器允许用户使用 Perplexity AI 执行网络搜索，提供了一个通过简单 API 接口检索搜索结果的工具。