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A lightweight MCP server for MarkItDown supporting STDIO, Streamable HTTP, and SSE, exposing a convert_to_markdown tool.

OpenMetadata's MCP server enables large language models (LLMs) and AI agents to interact with and leverage OpenMetadata's Unified Knowledge Graph, facilitating intelligent data management and automated data operations by providing crucial business context from metadata.

An MCP server providing guidance on AWS Cloud Development Kit (CDK) best practices, infrastructure as code patterns, and security compliance with CDK Nag.

Phoenix is an open-source AI observability platform for experimentation, evaluation, and troubleshooting of LLM applications. Its MCP server provides a unified interface to Phoenix's capabilities, enabling tracing, evaluation, and prompt management.

A core MCP server by awslabs that provides planning and orchestration capabilities, including prompt understanding and translation to AWS services, and serves as a starting point for other awslabs MCP servers.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with authentication.

Basic Memory is a local-first knowledge base that integrates with Large Language Models (LLMs) via the Model Context Protocol (MCP), allowing AI assistants to read and write to your local Markdown files, enabling persistent memory for conversations and structured knowledge management.

Official Firecrawl MCP Server integrating Firecrawl for web scraping, supporting Cursor, Claude, and other LLM clients.

An MCP server providing AI assistants access to Mastra.ai's documentation, examples, blogs, and changelogs, integrating with Cursor, Windsurf, and Mastra agents.

An MCP server that enables text-based and color-guided image generation using Amazon Nova Canvas, supporting customizable dimensions, quality, and multiple image outputs, with secure AWS authentication and workspace integration.

An open-source MCP server providing containerized environments for coding agents to work safely and independently.

A MCP server for Lingo.dev that enables AI tools to translate apps, websites, and data using LLMs via the Model Context Protocol

Official MCP Server for Notion API integration, enabling AI agents to interact with Notion content

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

E2B provides a secure, open-source cloud sandbox runtime for executing AI-generated code, designed for agentic and AI use cases.

An MCP server providing tools to access, search, and get recommendations for AWS documentation.

Apollo MCP Server enables AI assistants like Claude Desktop to interact with any GraphQL API by exposing GraphQL operations as AI-accessible tools, facilitating real-time data queries.

The Terraform MCP Server integrates with Terraform Registry APIs, providing advanced automation and interaction capabilities for Infrastructure as Code (IaC) development, enabling discovery and analysis of providers, modules, and policies.

一个轻量快速的MCP服务器，通过Puppeteer的结构化可访问性数据为LLM提供浏览器自动化能力，支持视觉模式和跨平台配置

MCP server to run Python code in an isolated sandbox using Pyodide and Deno.

A Model Context Protocol (MCP) server that acts as a proxy to integrate JetBrains IDEs (IntelliJ, PyCharm, WebStorm, Android Studio) with MCP clients, enabling AI tools to interact with the IDE's context.

An MCP server that integrates with the Perplexity API to provide real-time web search capabilities for large language models within the Model Context Protocol ecosystem.

Official Firecrawl MCP Server for web scraping integration with LLMs.

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

An official Qdrant Model Context Protocol (MCP) server implementation

Playwright MCP server

An open source MCP server for databases that simplifies tool development, integration, and management with features like connection pooling, authentication, and observability.

Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, you can find several MCP servers allowing you to connect to Cloudflare's service from an MCP client (e.g. Cursor, Claude) and use natural language to accomplish tasks through your Cloudflare account.

An official Model Context Protocol (MCP) server for Qdrant, a vector search engine, providing semantic memory capabilities to LLM applications for storing and retrieving information.

Bright Data's MCP server enabling LLMs, agents, and apps to access real-time web data seamlessly without getting blocked