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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • duckduckgo-mcp-server

    1579

    This repository provides a Model Context Protocol (MCP) server offering DuckDuckGo web search, content fetching, and parsing capabilities. It includes rate limiting, error handling, and LLM-friendly output formatting for seamless integration.

    Python
  • swift-sdk

    1571

    This repository provides a Swift SDK for implementing the Model Context Protocol (MCP), enabling developers to build clients and servers that can interact with models and tools. It supports macOS

    Swift
  • LitterBox

    1570

    A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabiliti

    YARA
  • mcp-server-qdrant

    1568

    This repository provides an example of a Model Context Protocol (MCP) server for Qdrant, a vector search engine, enabling seamless integration between LLM applications and the Qdrant database as a

    Python
  • terraform-mcp-server

    1562

    The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

    Go
  • elevenlabs-mcp

    1549

    ElevenLabs MCP server. Manages model context for optimized AI speech generation. #ElevenLabs #AI #TTS #MCP

    Python
  • mcp-installer

    1538

    This repository provides an MCP server that installs other MCP servers from npm or PyPi, allowing Claude to install and manage MCP servers with specified arguments and environment variables.

    JavaScript
  • npcpy

    1524

    Here are a few options, prioritizing clarity and SEO: * **AI Dev Toolkit: MCP for building & managing AI models. #AI #ML** (63 chars) * **npcpy: Model Context Protocol toolkit for AI development.

    Python
  • short-video-maker

    1495

    Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

    TypeScript
  • kotlin-sdk

    1486

    This Kotlin SDK implements the Model Context Protocol, enabling developers to build MCP clients and servers for standardized LLM context management. It supports various transports and simplifies integration with LLM surfaces.

    Kotlin
  • mysql_mcp_server

    1415

    The MySQL MCP Server enables secure interaction with MySQL databases, allowing AI assistants to list tables, read data, and execute SQL queries through a controlled interface. This facilitates safer database

    Python
  • awesome-hacking-lists

    1404

    A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

  • langchain4j-aideepin

    1394

    基于AI的工作效率提升工具(聊天、绘画、知识库、工作流、 MCP服务市场) | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace etc)

    Java
  • cunzhi

    1390

    告别AI提前终止烦恼,助力AI更加持久

    Rust
  • damn-vulnerable-MCP-server

    1367

    Vulnerable MCP server for security testing & training. Exposes MCP weaknesses for educational purposes. #MCP #Security #Vulnerability

    Python
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