发现优秀的 MCP 服务器

Application Tracker MCP

A privacy-first MCP server for locally managing job, fellowship, and graduate-school applications. It offers tools for tracking application status, analyzing role fit, generating LaTeX CV/cover letters, interview prep, and discovering public jobs from ATS APIs.

webvox-mcp

Enables voice robots to perform real-time web searches via the Xiaozhi platform and ZhipuAI API.

Dev.to MCP Server

An MCP server implementation that allows AI assistants to access, search, and interact with Dev.to content, including fetching articles, retrieving user information, and publishing new content.

TalkDB

Enables natural language querying of databases with multi-turn conversations, auto-generated charts, and proactive monitoring via scheduled queries and alerts.

RemindersBridge

Enables ChatGPT to interact with Apple Reminders on your Mac through a secure local agent, providing tools to search, create, complete, and update reminders.

3DiVi Face SDK MCP Server

Local MCP server for on-premise face recognition, liveness detection, and identity verification, enabling AI agents to use 3DiVi Face SDK tools without cloud dependency or SDK integration code.

TypeScript MCP Server Boilerplate

A starter project designed to quickly build and deploy Model Context Protocol (MCP) servers using the TypeScript SDK and Zod for schema validation. It features example implementations for tools and resources, providing a solid foundation for custom MCP development and integration.

aihub-mcp

Enables agents to generate images, video, audio, and documents via AihubMax API, with task management and media analysis capabilities.

Notion MCP Server

Enables AI agents to interact with Notion workspaces through the Notion API, allowing them to search, read, create, update pages and databases, and manage comments using natural language commands.

Whissle MCP Server

A Python-based server that provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.

perplexity-mcp

A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat, embeddings, and content moderation using Perplexity's search-focused AI models.

gpui-mcp

An embedded, cross-platform Model Context Protocol bridge for testing and automating GPUI applications.

PixLint

Provides AI assistants with a comprehensive computer-vision dataset toolkit for analyzing, curating, augmenting, and exporting datasets, including label error detection and automatic publishing.

skim-mcp

Provides code compression and analysis tools for Claude Code, reducing token usage while preserving code structure.

fallhub-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in MCP clients like Claude and Cursor.

BuildWindow

Enables scheduling of construction works against weather forecasts, using deterministic tools to check weather suitability, estimate curing times, and place dependent tasks into the earliest non-prohibited time windows.

Browser MCP

Enables AI agents to drive your real, logged-in Chrome browser with existing sessions and cookies, bypassing CAPTCHA and anti-bot measures, with support for multi-session and human-in-the-loop workflows.

mspbots-agent-mcp

Exposes MSPbots Agent Platform connector inventory to MCP clients, listing connectors with installation and connection status. Supports per-request header authentication over Streamable HTTP/SSE.

MCP Memory System

Enables AI assistants to maintain persistent conversations and context between sessions through automated saving and global installation across projects. Provides zero-configuration memory persistence with automatic conversation history preservation.

mcp-document-intelligence

Enables AI assistants to analyze, rename, categorize, and organize local documents using OCR, metadata extraction, and batch processing, with preview mode and undo support.

MCP Nexus

Enables universal access to MCP tools and capabilities from external clients, client-side, and server-side within a Next.js application.

AI Research MCP Server

Enables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research areas with smart caching.

iaas-conversion-mcp

A Model Context Protocol (MCP) server that converts Confluence pages into standardized formats for the IaaS Storage team.

MCP Multi-Language Sandbox

Enables local, Docker-isolated code execution across six programming languages including Python, Rust, and TypeScript. It features pre-warmed container pooling, persistent sessions, and built-in support for machine learning libraries.

Apple Notes MCP Server

Enables Claude to read, write, search, and manage Apple Notes on macOS via AppleScript automation.

ContextForge

MCP orchestrator combining code knowledge graph and context compression into a single pipeline to reduce token usage by 60-99%.

Red MCP Server

Connects AI assistants to Big Red Cloud accounting data, allowing natural-language queries and controlled write operations with safety checks.

Switchboard

Switchboard is a local-first, governed MCP endpoint that aggregates multiple MCP servers into one, with per-tool policy controls, an encrypted vault for credentials, and a dashboard for management.

MCP DS Toolkit Server

A standalone MCP server that brings complete data science capabilities to AI assistants, enabling them to load data, train models, and track experiments through natural language.

VirusTotal MCP Server

Enables security analysis of URLs, files, IPs, and domains using the VirusTotal API, with automatic fetching of relationship data to provide comprehensive reports.