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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

5,835 servers. Last updated -

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Matching MCP servers:

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    A powerful MCP server that provides interactive user feedback and command execution capabilities for AI-assisted development, featuring a graphical interface with text and image support.
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    19
    Python
    MIT License
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    A MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to run commands, view their output, and provide textual feedback directly to the AI assistant.
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    453
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    MIT License
    • Linux
    • Apple
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    A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction.
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    Apache 2.0
    • Apple
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    A Model Context Protocol server that converts Markdown text to interactive mind maps with support for rich interactive operations and multi-format exports.
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    TypeScript
    MIT License
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    interactive-mcp
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    TypeScript
    MIT License
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    A Node.js/TypeScript MCP server that facilitates interactive communication between LLMs and users, allowing AI assistants to request user input, display notifications, and manage command-line chat sessions.
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    357
    TypeScript
    MIT License
    • Apple
    • Linux

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  • A
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    A tool that allows penetration testing through Kali Linux commands executed via a Multi-Conversation Protocol server, supporting security testing operations like SQL injection and command execution.
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    TypeScript
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    A foundation for building interactive applications using the Model Context Protocol that integrates AI capabilities with Magic UI components.
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    JavaScript
    MIT License
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    Provides interactive user feedback capabilities for AI assistants, helping reduce excessive tool calls by prompting users for feedback before completing tasks.
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    MIT License
    • Apple
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    Enables voice-based interactions with Claude by converting text to speech using Kokoro TTS and transcribing user responses using NVIDIA NeMo ASR, creating interactive voice dialogues.
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    Python
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    A MCP server that can run Kubernetes commands with a given kubeconfig path and provide interpretation of the commands.
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    • Apple
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    A bridge between the Context Broker and other services, implementing basic operations for entity publishing, updating, and querying in FIWARE environments.
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    Apache 2.0
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    MCP server that exposes Alpaca Market Data & Broker API as tools, enabling access to financial data like stock bars, assets, market days, and news through the Message Control Protocol.
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    Connects Claude and other MCP-compatible AI assistants to a Coreflux MQTT broker, enabling them to discover and execute Coreflux commands for managing models, actions, rules, and routes through natural language.
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    Apache 2.0
    • Linux
    • Apple
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    Plays sound effects when Cursor AI completes code generation, providing audio feedback for a more interactive coding experience.
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    TypeScript
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    Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol.
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    JavaScript
    MIT License
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    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
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    • Apple
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    Facilitates interactive feature discussions with AI guidance, maintaining context and providing intelligent recommendations for implementation, architecture, and best practices in software development.
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    JavaScript
    MIT License
    • Apple
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    A modern Model Context Protocol (MCP) server that enables AI assistants to collect interactive user feedback, supporting text and image-based responses.
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    Python
    MIT License
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    A simple MCP server implementation that demonstrates streaming capabilities with tools for greetings and notifications, accessible through an interactive command-line client.
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    TypeScript
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    An interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
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    Python
    Apache 2.0
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    An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
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    Apache 2.0
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    An interface enabling high-frequency communication between AI tools (like Cursor and Windsurf) and users, allowing for option selection and information gathering through CLI, Web, or PyQt interfaces.
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    A multiplayer first-person 3D virtual house environment with interactive elements including a TV with image display system and computer terminal for accessing MCP systems.
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    JavaScript
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    A Model Context Protocol server that converts Markdown content into interactive mindmaps, allowing AI assistants to visualize hierarchical information through either HTML content or saved files.
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    104
    Python
    MIT License
    • Apple
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    A Model Context Protocol server for intelligent Excel processing and data analysis, offering tools for reading, validating, executing code, and generating interactive visualizations with Excel files.
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    MIT License
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    Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.
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    Python
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    A Model Context Protocol implementation that plays sound effects (completion, error, notification) for Cursor AI and other MCP-compatible environments, providing audio feedback for a more interactive coding experience.
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    Python
    MIT License
    • Apple
    • Linux
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    A template repository for building Model Context Protocol (MCP) servers that enables developers to create interactive AI agents with real-time bidirectional communication capabilities through WebSocket and SSE endpoints.
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    TypeScript
    MIT License
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    A high-speed MCP server that enables AI assistants like Claude to interact with local filesystems, manage Git repositories, and provide interactive experiences through a standardized JSON-based protocol.
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    • Apple
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    ModelContextProtocol server for Magic UI that allows AI assistants to easily implement UI components for web applications by providing code for components like marquees, animations, special effects, and interactive backgrounds.
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    JavaScript
    MIT License
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    This MCP server provides access to TripAdvisor data for planning vacations, enabling users to search for and get details about locations, attractions, restaurants, and hotels through an interactive planning experience.
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    Apache 2.0
    • Linux
    • Apple