Discover Awesome MCP Servers

MCP Sentiment Analysis Server

This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).

HandoffOS

An enterprise workflow intelligence MCP server that reconstructs events into live workflow state, detects bottlenecks with deterministic rules, and provides evidence-based explanations and actions.

mcp-geo

Enables geographic utilities from public APIs: geocoding addresses and places, reverse geocoding coordinates, retrieving country details, timezone data, and sunrise/sunset times through natural language requests.

mcp-ory-kratos

MCP server for managing Ory Kratos identities, sessions, and authentication flows, enabling AI assistants to perform identity management tasks via natural language.

Mix Server

这是世界上最简单的获取本地当前时间的 MCP 服务器。

mcp-gmail

Provides a suite of 17 tools for searching, reading, sending, and managing Gmail messages and drafts through the Model Context Protocol. It enables comprehensive email management including label organization, archiving, and attachment handling directly within MCP-compatible clients like Claude.

MedVision MCP

Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.

Tribunal TRF5 Certidão MCP Server

Enables querying official TRF5 Brazilian court records for negative civil and criminal certificates through a read-only MCP tool. Supports natural language consultation with pay-per-use prepaid credits across MCP-compatible clients.

claims-coverage-assessment-assistant

MCP server that reviews insurance claims against policy documents, providing coverage decisions, policy clause retrieval, claim history lookup, coverage rule checks, and fraud risk scoring via four tools.

EPA MCP Server

Access EPA environmental data — facility compliance (ECHO), toxic releases (TRI), Superfund sites, drinking water systems, environmental justice screening (EJScreen), and real-time air quality (AirNow) via MCP.

qURL

qURL is the portal to the invisible internet -- expiring, scope-limited URLs that let AI agents reach services no one else can see.

Computer Use MCP Server

Enables Claude Code to interact with Linux X11 desktops by performing mouse actions, keyboard input, and capturing screenshots. It provides a suite of tools for automation tasks such as clicking, typing, and zooming on specific screen regions.

dex-metrics-mcp

An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.

TrendRadar

A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through various services like Telegram, WeChat, and Slack.

OpenAPI MCP Server

Enables LLMs to explore and query OpenAPI specifications, allowing natural language interaction with API endpoints, parameters, request bodies, and response schemas from any OpenAPI 3.x spec.

SSMCP

A stateless HTTP-based protocol for building MCP-compatible servers. Enables easy creation of tools, resources, and prompts using RESTful conventions.

suse-mcp

MCP server that bridges AI assistants with the SUSE Linux ecosystem, enabling safe access to openSUSE Wiki, OBS, and repositories for system management.

icloud-mcp

An MCP server that connects Claude to iCloud Mail for reading, searching, sending, and organizing emails through natural language. It supports advanced management tasks like bulk operations, mailbox organization, and automated rules for inbox maintenance.

Remote MCP Server (Authless)

Enables deploying a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and connection to AI Playground or Claude Desktop.

Safe Local Python Executor/Interpreter

Stdio MCP 服务器，封装了来自 Hugging Face 的 smolagents 框架的自定义 Python 运行时 (LocalPythonExecutor)。该运行时结合了易于设置的优点（与 Docker、VM、云运行时相比），同时提供了安全保障，并限制了运行时内部允许的操作/导入。

slack-patron-mcp

Enables querying Slack message history via slack-patron API, allowing Claude to list channels, retrieve channel messages with pagination and time range, and fetch thread replies.

PromptSmith

An MCP server that provides 'Reasoning as a Service' by analyzing tasks to select and generate meta-prompts from 40 distinct reasoning frameworks. It enables AI agents to optimize their execution strategy based on task complexity and category, featuring tools for strategy recommendation and performance tracking.

mcp-youtube-transcript

MCP server that extracts YouTube video transcripts, supporting multiple languages and URL formats, for use with AI agents.

genspark-mcp

Enables image and video generation through Genspark's UI from Claude Code, Codex CLI, or any stdio-compatible MCP client, using your own local browser and Genspark account.

Documentation Crawler & MCP Server

Toolset that crawls websites, generates Markdown documentation, and makes that documentation searchable via a Model Context Protocol (MCP) server for integration with tools like Cursor.

AWS MCP Server

一个模型上下文协议服务器，允许 Claude AI 通过自然语言与 AWS 资源交互，使用户无需使用传统的 AWS 控制台或 CLI 即可查询和管理 AWS 服务。

Bike MCP Server

Enables reading, writing, and manipulation of Bike outlines on macOS through natural language, using AppleScript for local document management.

OmniTaskAgent

A multi-model task management system that enables intelligent task creation, decomposition, status tracking, and dependency management through natural language, with support for integration into editors via MCP protocol and connection to various professional task management systems.

obsidian-ts-mcp

A Model Context Protocol server that wraps the official Obsidian CLI to allow AI agents to read, write, search, and manage notes within an Obsidian vault. It provides 16 specialized tools for comprehensive vault interaction, including note management, task tracking, and metadata manipulation.