发现优秀的 MCP 服务器

Code Search MCP Server

High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

Chainstack MCP Server

Provides AI agents direct access to the Chainstack platform, enabling blockchain node deployment, documentation search, platform status checks, and more.

Website

具有人工智能的对抗模拟和红队平台 (Jùyǒu réngōng zhìnéng de duìkàng mónǐ hé hóng duì píngtái)

my-mcp-server

A minimal starter template for building Model Context Protocol (MCP) servers using TypeScript and FastMCP, including an example weather tool for demonstration.

DeepMiro

Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-source.

mcp-server

Provides read-only operational tools (sales summaries, orders, top customers) over a multi-tenant dataset, with tenant isolation enforced server-side so no tenant parameter appears in the tool schema.

dbmcp-server

Provides an instant MongoDB MCP server that can be used from any AI agent without local installation.

it2mcp

An MCP server that enables AI assistants to control iTerm2 sessions, windows, tabs, and profiles using the official iTerm2 Python API. It includes a security model with session tagging and tiered permissions to ensure safe and controlled terminal interactions.

gemini-image-mcp

MCP server that analyzes images with Google's Gemini vision models, allowing agents to describe or ask questions about images without bloating context.

LeetCode MCP Server

一个模型上下文协议服务器，提供与 LeetCode API 的集成，从而能够自动与 leetcode.com 和 leetcode.cn 平台上的编程问题、竞赛、解决方案和用户数据进行交互。

CoinRithm/coinrithm-agent-trading

Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a user-minted API key. Simulated funds only; includes 21 MCP tools and Agent Arena performance tracking.

PPT-MCP

Enables creating, analyzing, and managing PowerPoint presentations using pure Node.js. Supports generating professional presentations with custom templates, reading existing files, and performing content analysis through natural language commands.

Screenshot MCP Gateway

A unified MCP server that combines screenshot capture with HTTP/SSE gateway for remote access, enabling full-page and element-specific screenshots via Puppeteer.

Google Tasks MCP

An MCP server that lets Claude manage Google Tasks, including listing, creating, updating, completing, moving, and deleting tasks and task lists. It supports both local and remote deployments and can be used with Claude Desktop or as a Cloudflare Worker.

Runbox Website Builder MCP

Provides a remote coding environment for AI to publish static websites as live URLs, with live code editing and sandbox execution.

mcp-server-quint

Integrates the Quint formal specification language into LLM workflows for accessible formal verification. It provides tools for type-checking, random simulation, exhaustive model checking, and syntax documentation.

nextscan

MCP server that scans Next.js projects and returns a compact summary of routes, API endpoints, schema, and security issues.

Atom of Thoughts

Structured reasoning MCP server that decomposes problems into atomic steps (premise, reasoning, hypothesis, verification, conclusion) with confidence scoring, live visualization, and approval feedback.

expo-assets-mcp

Generates and transforms Expo assets (icons, splash, adaptive icons) from source images. Also includes image transformation and SVG conversion tools.

Spotify MCP Server

Dual-mode tool server for controlling Spotify through terminal or AI assistants like Claude or ChatGPT.

MJML MCP Server

Enables creation and management of professional email templates using MJML markup language. Provides compilation to responsive HTML, template generation, validation, and component documentation for building email campaigns.

quillink-mcp

A read-only MCP server for accessing Quillink notes, folders, and tags, enabling AI tools like Claude to search, retrieve, and list notes and related metadata. Requires a Pro Quillink plan and supports OAuth or personal access token authentication.

Data Intelligence MCP Server

Enables natural language interaction with BigQuery, providing tools to list tables, fetch schemas, and generate/execute queries via MCP.

hacienda-cr MCP Server

MCP server that enables AI assistants to issue electronic invoices (facturas electrónicas) in Costa Rica through the Hacienda API v4.4.

invest-gate-ksa

Enables conversational querying of structured, source-linked datasets about investing in Saudi Arabia, including fees, sectors, and SEZs, through 8 MCP tools.

pb-hypernode-mcp

Enables AI assistants to create, sanitize, and manage disposable Hypernode Brancher preview environments cloned from production, with automatic PII anonymization, credential reset, and sandbox-forcing before any access URL is revealed.

hy3d-mcp

Turns a single concept image into a game-ready textured 3D model (GLB) locally on Apple Silicon by wrapping Hunyuan3D-MLX, with tools for generation, finishing, preview, and setup diagnostics.

ChatGPT Apps SDK Next.js Starter

A minimal MCP server demonstrating how to build ChatGPT-compatible applications using Next.js with widget rendering capabilities. Provides a starter template for integrating Next.js applications with the ChatGPT Apps SDK through the Model Context Protocol.

mcp-pdf-tools

Okay, here's the translation of the English text into Chinese, focusing on clarity and common usage in a technical context: **使用 PyPDF2 的 mcp 来实现:** * **合并 PDF 文件 (merge-pdfs)** * **提取页面 (extract-pages)** * **搜索 PDF 文件 (search-pdfs)** * **按指定顺序合并 PDF 文件 (merge-pdfs-ordered)** (This emphasizes the user-specified order) * **查找相关 PDF 文件 (find-related-pdfs)** (使用正则表达式从文本中提取信息来查找相关 PDF 文件) (This adds context about using regex) **Explanation of Choices:** * **mcp:** I've left "mcp" as is, assuming it's a specific tool or project name. If it's an acronym, you might want to spell it out in Chinese if you know the full name. * **合并 (hébìng):** The most common and direct translation for "merge." * **提取 (tíqǔ):** The standard translation for "extract." * **搜索 (sōusuǒ):** The standard translation for "search." * **页面 (yèmiàn):** The standard translation for "page." * **文件 (wénjiàn):** The standard translation for "file." * **按指定顺序 (àn zhǐdìng shùnxù):** This translates to "according to specified order" and is clearer than a more literal translation. * **查找相关 (cházhǎo xiāngguān):** This translates to "find related." * **正则表达式 (zhèngzé biǎodáshì):** The standard translation for "regular expression." * **从文本中提取信息 (cóng wénběn zhōng tíqǔ xìnxī):** This translates to "extract information from text." The added context in the last bullet point clarifies the method used for finding related PDFs. This makes the translation more informative.

mcp-server-comparedge

Query verified pricing, aggregated user ratings, feature comparisons, and category rankings for 508+ SaaS, AI, and security tools across 45 categories. No API key required - install with npx @comparedge/mcp-server