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    Not graded
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    21
    MIT
  • F
    license
    D
    quality
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    maintenance
    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    1
    3 npm
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    A
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    C
    maintenance
    Enables AI assistants to run code in 24 programming languages on HackerEarth's sandboxed servers and read the printed output or errors, without installing local toolchains. It also lists supported languages with exact identifiers for use when submitting code.
    2
    1
    MIT
  • 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
    22,567 npm
    24,082
    Elastic 2.0
  • A
    license
    A
    quality
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    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
    42 npm
    20
    MIT
  • A
    license
    A
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    maintenance
    A general-purpose MCP server providing web search, persistent memory storage, and secure code execution capabilities. It enables AI agents to search the web, store and retrieve data, and run Python/JavaScript code in sandboxed environments.
    8
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables execution of SAS code on SAS Viya compute environments with OAuth2 authentication. Allows users to run SAS programs and retrieve execution results including logs and output through the Model Context Protocol.
    92
    59
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    Enables dynamic creation and execution of custom tools/functions in multiple programming languages at runtime, exposing them to MCP clients like Claude.
    4
    6 npm
    45
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Connects AI assistants to the Repovive competitive-programming platform, enabling them to browse problems and contests, judge and submit code for real verdicts, track ratings, communicate with users, and author verified problems and rounds.
    102
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for the Pyxel retro game engine that enables AI models to autonomously run, verify, and iterate on retro game programs. It includes tools for visual verification through screenshots, sprite and layout analysis, and audio rendering.
    8
    210 PyPI
    27
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables any MCP client to debug programs through the Debug Adapter Protocol, supporting launch/attach, breakpoints, stepping, variable inspection, evaluation, and memory operations via a single debug tool.
    1
    7 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server for debugging Brainfuck programs. It provides tools to load code, step through execution, run programs, and inspect state.
    6
    44 npm
    CC BY-SA 4.0
  • F
    license
    A
    quality
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    maintenance
    A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.
    11
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