Discover Awesome MCP Servers

Agent Email

An open-source MCP server that provides AI agents with secure access to read, search, and manage emails via Microsoft 365 and Gmail. It features security-first defaults like recipient allowlists and markdown content conversion to facilitate safe agent interaction with mailboxes.

MCP Bluesky Stock Sentiment

Analyzes recent Bluesky posts about stocks and provides sentiment analysis using Cloudflare Workers AI. Searches for stock-related content on Bluesky and returns sentiment summaries with confidence scores and post details.

CodeMind MCP

Enables users to manage GitCode repositories and automatically generate mind maps from project README files using Coze workflows. It serves as an architectural assistant to help developers quickly understand codebase structures and automate repository management tasks.

Bugsnag MCP Server

一个用于与 Bugsnag 交互的模型上下文协议 (MCP) 服务器。该服务器允许像 Cursor 和 Claude 这样的 LLM 工具调查和解决 Bugsnag 中的问题。

Maipharm Domae MCP

Enables integrated search and ordering across eight pharmaceutical wholesalers to compare prices and manage inventory. Users can monitor stock levels and execute orders through natural language commands in Claude.

LoadRunner Cloud MCP Server

Enables automated access to LoadRunner Cloud APIs for retrieving performance test data, managing projects, and collecting test results. Supports integration with AI clients for building performance engineering workflows and dashboards.

mcp-longbridge

LongBridge Securities Model Context Protocol (MCP) Server

Taiga MCP Server

Enables seamless integration between Large Language Models and Taiga project management platform, allowing users to manage projects, user stories, tasks, and team collaboration through natural language commands.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search and retrieve comprehensive information about movies, TV shows, and people. It supports trending lists, recommendations, and media details, returning results in Chinese by default.

PentestThinkingMCP

Enables automated penetration testing workflow planning using Beam Search and Monte Carlo Tree Search algorithms to generate step-by-step attack paths, score vulnerabilities, and recommend tools for reconnaissance, exploitation, and privilege escalation tasks.

test-12-mcp

Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) through standardized MCP tools for seamless integration and interaction.

Zhipu AI Image Generation MCP Server

Enables high-quality image generation using Zhipu AI's CogView models through the Model Context Protocol. Users can generate, download, and manage images with customizable sizes and quality settings.

Mermaid SVG MCP Server

Generates SVG diagram files from Mermaid syntax with support for multiple themes and customizable backgrounds, using Puppeteer for reliable rendering.

Logica Context

An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.

ID Factory MCP Server

Provides unified ID handle resolution and querying functionality through the ID Factory API, supporting single and batch ID parsing, component analysis, and detailed metadata retrieval including site information, attribution, and permissions.

AI IDE Integration MCP Server

A comprehensive MCP server for AI IDE integration

Mcp Mindmesh

具有场相干性的 Claude 3.7 Swarm：一个模型上下文协议 (MCP) 服务器，它协调多个专门的 Claude 3.7 Sonnet 实例，形成一个受量子启发的集群。它在模式识别、信息论和推理专家之间创建一种场相干效应，从而从集成智能中产生最佳相干响应。

IMAP Email MCP Server

Enables AI assistants to read, search, compose, and send emails by connecting to any IMAP/SMTP provider. It supports comprehensive mailbox management, including draft handling and message deletion, directly through natural language.

Hatch MCP Server

A Model Context Protocol server for Hatch API integration that provides tools for finding and verifying contact information including emails, phone numbers, LinkedIn profiles, and company data.

ImageEditorMCPServer

A TypeScript-based MCP server that enables image editing operations including brightness adjustment, cropping, and compression through natural language commands.

mcp-server-taiwan-aqi

好的，请稍等。我需要连接到台湾空气质量监测站的数据源。由于我无法直接访问外部数据源，我建议您访问以下网站获取您需要的信息： * **行政院环境保护署空气品质监测网 (Taiwan EPA Air Quality Monitoring Network):** 这是台湾官方的空气质量监测网站。您可以在这里找到实时和历史的空气质量数据。通常，您可以选择不同的监测站，并查看过去24小时的数据。 * **中文网址:** [https://airtw.epa.gov.tw/](https://airtw.epa.gov.tw/) * **其他第三方空气质量监测网站/App:** 还有一些第三方网站和App也提供台湾的空气质量数据，它们可能提供更友好的用户界面或数据可视化。您可以在应用商店或搜索引擎中搜索 "台湾 空气质量" 或 "Taiwan Air Quality" 来找到它们。 **建议您在访问这些网站时，注意以下几点：** * **选择正确的监测站:** 台湾有很多空气质量监测站，请选择您感兴趣的区域或城市附近的监测站。 * **了解空气质量指标:** 台湾使用的空气质量指标可能是 AQI (Air Quality Index) 或其他指标。请了解这些指标的含义，以便更好地理解空气质量状况。 * **注意数据更新时间:** 确保您查看的是最新的数据。 希望这些信息对您有帮助！

MCP Haystack Demo

在 Haystack Pipeline 中使用 MCP 服务器的演示

ChatPPT-MCP

A multi-document RAG engine server that enables intelligent querying and analysis of PPT documents using the Model Context Protocol (MCP).

AGI MCP Server

A Model Context Protocol server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations through episodic, semantic, procedural, and strategic memory types.

CRM Employee Management MCP Server

Enables LLMs to interact with a CRM system through natural language to manage employees, including creating, updating, searching, and viewing employee records and statistics.

mcp-snowflake-server-no-write-system-prompt

MCP server for snowflake that doesn't allow write operations under any circumstances, and includes a system prompt.

MCP-Midscene

A server that allows using natural language to automate test flows with Playwright, leveraging MidScene's AI agent capabilities to interact with web elements and perform assertions.

MCP App Workers Template

A production-ready template for building MCP servers on Cloudflare Workers that expose server-side tools with rich, interactive React-based UI widgets using the MCP Extensions Apps API.

uniswap-price-mcp

uniswap-price-mcp

Tabcorp API MCP Server

Enables comprehensive interaction with Tabcorp betting services through 30+ specialized tools covering racing data, sports betting, results, and FootyTAB with OAuth authentication. Supports all Australian jurisdictions and provides access to race meetings, next-to-go events, form guides, jackpots, and sports competitions.