发现优秀的 MCP 服务器

BOD-25-01-CSA-Microsoft-Policy-MCP

这个 MCP 服务器根据 CSA BOD 25-01 要求，为 Microsoft 365 云服务实施了各种策略。

mcp-video-analyzer

MCP server for video analysis — extracts transcripts, key frames with OCR, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

ServiceTitan MCP Server

An MCP server that allows AI assistants to interact with the ServiceTitan API, requiring client credentials for authentication.

openchronicle-mcp

Persistent memory database for LLM agents with hybrid semantic/keyword search, project scoping, and git commit clustering.

Google OAuth2 API Server

An MCP server that enables authentication and authorization with Google's OAuth2 API, allowing users to securely authenticate and access Google services through natural language interactions.

mcp-server-polarion

A Model Context Protocol (MCP) server for Polarion ALM. Lets AI assistants read documents, work items, and traceability links — and create, update, and reorganize work items — directly from your Polarion instance.

Terminal History MCP

Developers: Search your zsh, bash, or fish shell history from Claude Code, Cline, Cursor, Zed, or any MCP client using tools like search_history (full-text with timestamp/CWD/exit code), recent_in_dir, failed_commands, and command_chains for multi-step sequences. Reindex after new activity. Local-only SQLite FTS5 with secrets redacted before storage.

portuni

An MCP server that provides a shared graph of an organization's projects, processes, areas, and principles, enabling consistent context for tools and AI agents.

perplexity-unofficial-mcp

Unofficial MCP server that wraps the Perplexity AI web API via browser cookies, enabling search, research, reasoning, and ask tools through STDIO.

MCP Veo 3 Video Generation Server

Enables video generation from text prompts or images using Google's Veo 3 API. Supports multiple models, audio generation, and various aspect ratios for creating high-quality videos.

Elasticsearch/OpenSearch MCP Server

An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.

MCP Beeminder Server

一个 MCP 服务器，为 AI 助手提供访问 Beeminder API 的权限，使它们能够通过自然语言帮助用户跟踪目标、管理数据点以及与 Beeminder 的自我承诺工具进行交互。

agent-toolbelt

Agent Toolbelt is an MCP server exposing 11 focused API tools for LLM agents — schema generation, text extraction, token counting, CSV conversion, Markdown conversion, URL metadata, regex builder, cron expressions, address normalization, color palettes, and brand kits. Each tool is a focused microservice with structured input/output, WCAG-scored color data, USPS address parsing, and multi-model to

Gemini AI Weather & Calculator Tools

Provides real-time weather data from Open-Meteo API, mathematical calculations, and time zone information through MCP protocol. Works with both Claude Desktop and Gemini AI CLI for natural language interactions.

avymcp

Provides avalanche forecasts, danger ratings, and field observations for US avalanche centers, Canadian regions, and Quebec's Chic-Chocs via natural language queries.

Google Forms MCP Server

允许与 Google 表单 API 交互，以通过自然语言命令创建表单、添加问题和检索回复。

Weather & Climate Intelligence MCP

Provides weather and climate intelligence for AI agents, including current conditions, forecasts, historical data, severe-weather alerts, agricultural outlook, and travel conditions via free and paid tools.

MCP Server Demo

A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.

AI Customer Support Bot - MCP Server

一个模型上下文协议 (MCP) 服务器，它使用 Cursor AI 和 Glama.ai 集成来提供 AI 驱动的客户支持。

Senior Developer Job Description MCP Server

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

YouGile MCP Server

Integrates with YouGile to allow AI assistants to create, update, and manage projects, tasks, and team members via the MCP protocol.

Python MCP Cat Facts

A FastAPI server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) transport to provide random cat facts on demand or as a continuous stream.

Metabase MCP

将 AI 助手连接到您的 Metabase 分析平台。通过对话界面无缝访问仪表板、执行查询和检索数据。通过结构化数据访问和强大的错误处理来增强您的分析体验。

LogicMap MCP Server

Enables creating and querying semantic knowledge graphs to model business logic, code relationships, and project structure across multiple projects.

cortex

Cortex is a Claude Code plugin that gives Claude persistent memory across sessions. A background miner extracts durable lessons (decisions, conventions, bug fixes, preferences) from your completed sessions, stores them as markdown in an Obsidian vault, and automatically surfaces relevant ones at the start of each new session via a query-tailored briefing.

MCP GraphQL Sales Server

Provides AI assistants with access to sales data from a Northwind-style database through GraphQL queries, enabling natural language requests for orders, customers, products, and analytics.

MCP StoneX UDP Genie

Enables AI assistants to interact with Databricks Genie Spaces through MCP tools. Provides secure OAuth-based access to query and interact with Databricks data catalogs and schemas via custom Genie interfaces.

Sequential Thinking

一个 MCP 服务器实现，提供一个工具，通过结构化的思考过程进行动态和反思性的问题解决。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器实现，它提供了一种工具，用于通过结构化的思考流程进行动态和反思性的问题解决。

linux-harness-mcp

Exposes a Linux host with shell, Python, and filesystem tools as MCP tools over HTTPS, enabling AI agents to execute commands and manage files remotely.

journey-log

This MCP server integrates with Journey Log to automatically document development journeys, enabling AI assistants to create, update, and retrieve documents, capture conversations, and manage code snippets.