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  • Context Mode

    mksglu
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.
    11
    19,534
    19,975
    Elastic 2.0

  • DependencyMCP Server

    mkearl
    A
    license
    A
    quality
    D
    maintenance
    Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.
    6
    61
    19
    MIT

  • MCP Server Demo - Learning

    aakankshagupta18
    A
    license
    B
    quality
    D
    maintenance
    A comprehensive learning project demonstrating MCP server implementation with tools for calculator operations, file management, and system information retrieval, including Google ADK integration patterns and best practices.
    3
    8
    ISC

  • Code Reference Optimizer MCP

    FosterG4
    A
    license
    B
    quality
    D
    maintenance
    Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.
    7
    22
    1
    MIT

  • Code Snippet Server

    ngeojiajun
    A
    license
    B
    quality
    D
    maintenance
    A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.
    3
    6
    7
    MIT

  • MCP Weather Server

    FacuPVe
    F
    license
    B
    quality
    D
    maintenance
    A demonstration MCP server created for learning purposes, allowing Claude AI to interact with local files and a Postgres database while implementing a custom Model Context Protocol.
    1
    11

  • Judge0 CE MCP Server

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Enables code execution and compilation through the Judge0 CE API, supporting multiple programming languages with submission management, status checking, and language configuration retrieval.
    9
    MIT

  • MCP Server Deployment Demo

    AdarshChaudhary03
    F
    license
    C
    quality
    D
    maintenance
    A demonstration MCP server that provides a simple addition tool for learning how to create and deploy servers following the Model-Context-Protocol specification. Serves as a basic example for developers getting started with MCP server development.
    1
  • sandboxapi-mcp by sandboxapi

    sandboxapi-mcpofficial

    sandboxapi
    A
    license
    Not graded
    quality
    F
    maintenance
    Execute code in 8 programming languages via gVisor-sandboxed Docker containers. Supports Python, JS, TS, Go, Java, C++, C, and Bash.
    2
    MIT

  • Logic-LM MCP Server

    shipitsteven
    A
    license
    Not graded
    quality
    F
    maintenance
    Provides symbolic reasoning capabilities by converting natural language logical problems into Answer Set Programming (ASP) format and solving them using the Clingo solver. Enables users to perform formal logical reasoning, verify logical arguments, and get step-by-step explanations for complex logical problems.
    5
    MIT

  • Netmind Code Interpreter

    protagolabs
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables secure cloud-based execution of code across 14+ programming languages within a sandboxed environment. It supports file management, standard input/output handling, and automatic generation of visual artifacts like plots and charts.
    MIT

  • AiDD MCP Server

    skydeckai
    A
    license
    Not graded
    quality
    D
    maintenance
    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
    3
    Apache 2.0