发现优秀的 MCP 服务器

Academic Research MCP

Unified scholarly search across 60+ academic sources with citation formatting (CMOS 18, SBL 2, APA 7, Turabian 9) and AI-powered research tools.

@career-now/mcp

Enables AI agents to search and explore a large database of tech job listings with filtering options.

mcp-arcgis-lincolncountync

Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGIS).

shottr-mcp

An Effect-native MCP server that lets local agents silently capture macOS windows, displays, and exact regions, then produce Shottr-style PNGs with programmable annotations, backgrounds, padding, rounded corners, and shadows.

DoubleTick MCP Server

Email read tracking for Gmail. Send tracked emails and know when they're opened, with open count, device info, and timing.

re-yara

MCP server wrapping the YARA pattern-matching engine for binary triage, enabling users to compile and scan files against analyst-defined YARA rules.

article-scraper-mcp

Enables fetching and parsing news articles from URLs, extracting title, text, author, and publication date.

jl-image-vison

MCP server for image understanding that analyzes UI designs, HTML pages, and visual layouts using Agnes 2.0 Flash, returning structured descriptions with layout hierarchy, components, text, interactions, and accessibility notes.

Deckbuilder MCP Server

Creates professional PowerPoint presentations from Markdown or JSON with intelligent layout recommendations, rich content support including tables and images, and automatic template selection based on content analysis.

MCP_SERVER

自动化 (zì dòng huà)

Pentester-MCP

Enables AI assistants to autonomously execute over 200 open-source penetration testing tools via MCP, including reconnaissance, web exploitation, and brute-forcing, through a unified server architecture with Docker sandboxing for safe execution.

mcp-arcgis-chatham

Enables querying Chatham County, Georgia open geospatial datasets (parcels, addresses, zoning, public works) through ArcGIS Feature Services, with tools to search datasets, query layers, and retrieve layer schema.

shell-as-mcp

Maps shell commands to standard MCP tools using single-file YAML specs.

Fusion Compiler Session MCP

Manages a persistent Fusion Compiler session via PTY, enabling Tcl command execution and common EDA queries through an MCP interface.

Poco MCP Service

Independent MCP service module for Poco, providing analytics and management tools such as daily usage analysis and service introspection.

featuriq

Connect your AI assistant to Featuriq — the product feedback and roadmap tool for SaaS teams. Browse top feature requests, search feedback with natural language, update statuses, notify users when features ship, and manage your roadmap — all from your AI client. Authenticates via OAuth. No manual API key setup needed.

Podman MCP Server

Enables AI tools to manage containerized applications through Podman, supporting container lifecycle operations, command execution, log viewing, image management, and resource monitoring. Features automatic network discovery for seamless integration with MCP Discovery Hub.

Smooth Operator Agent Tools

Windows自动化MCP产品 * AI视觉（例如，通过描述点击） * Windows UI自动化树工具 * 通过Playwright进行Chrome自动化 * 鼠标控制 * 键盘控制 * 还有更多（超过40个工具） 同时提供Python/TypeScript/C#客户端库和一个Windows桌面工具来尝试所有工具。

THSRC MCP Server

Enables real-time Taiwan High Speed Rail (THSRC) information queries including timetables, station details, train status, and seat availability. Supports multiple languages and integrates with TDX API for up-to-date rail service data.

mcp-dev-tools

Aggregates GitHub, GitLab, and Figma development tools via MCP, enabling file access, code search, and design inspection. Also supports executing standalone tasks with Claude Code or Codex CLI.

Google Search MCP Server

This phrase describes a system with the following capabilities: * **Google search capabilities:** Can perform searches on Google. * **Web content extraction:** Can extract content from websites. * **Screenshot functionality:** Can take screenshots of web pages. * **Advanced bot detection avoidance:** Designed to avoid being detected as a bot. * **MCP protocol:** Uses the MCP protocol (likely a custom or internal protocol) for these functions. Here's the translation into Chinese: **提供谷歌搜索功能、网页内容提取、截图功能，并通过MCP协议实现高级的机器人检测规避。** Here's a breakdown of the translation: * **提供 (Tígōng):** Provides / Offers * **谷歌搜索功能 (Gǔgē sōusuǒ gōngnéng):** Google search capabilities * **网页内容提取 (Wǎngyè nèiróng tíqǔ):** Web content extraction * **截图功能 (Jiétú gōngnéng):** Screenshot functionality * **并通过 (Bìng tōngguò):** And through / And by using * **MCP协议 (MCP xiéyì):** MCP protocol * **实现 (Shíxiàn):** Achieve / Implement * **高级的 (Gāojí de):** Advanced * **机器人检测规避 (Jīqìrén jiǎncè guībì):** Bot detection avoidance Therefore, the entire translation accurately conveys the meaning of the original English phrase.

aimemory

Gives AI agents persistent memory with semantic search, automatic extraction, and memory decay, accessible via MCP protocol.

NitroStack Calculator MCP Server

A calculator-focused MCP server for learning NitroStack fundamentals, providing tools, resources, and prompts for basic arithmetic operations.

LaTeX to MathML MCP Server

一个模型上下文协议 (MCP) 服务器，用于将 LaTeX 数学表达式转换为 MathML 格式。

Vikunja MCP

Enables managing Vikunja tasks and projects using natural language in Codex.

browsegrab

A token-efficient browser automation server that enables LLMs to navigate websites, click elements, and extract content using accessibility trees and markdown conversion. It provides eight tools for lightweight browser interaction optimized for performance with local LLM endpoints.

lidarr-mcp

MCP server exposing Lidarr's full v1 REST API as tools for reading and managing artists, albums, tracks, queue, history, and more. It enables LLMs to interact with a Lidarr instance via natural language.

classin-mcp-server

MCP server integrating ClassIn API to let AI assistants manage users, courses, classes, cloud storage, live streaming, and LMS with 48 tools.

MCP of MCPs

A meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.

mcp-nexar

Enables electronic component search via Nexar/Octopart GraphQL API for part lookup, exact MPN search, and datasheet URL extraction.