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Methods to Improve Development Productivity Using MPC (Model Predictive Control)

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  • Why this server?

    This server efficiently memorizes key aspects of a codebase, including logic, style, and standards, while allowing dynamic updates and fast retrieval, which can directly contribute to developer productivity.

    sourcesage

    sarathsp06
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    security
    A
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    quality
    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Last updated -
    Python
    MIT License

  • Why this server?

    Automates the creation of standardized documentation by extracting information from source files and applying templates, streamlining the documentation process and improving developer productivity.

    DocGen MCP Server

    rjadhavJT
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    security
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    license
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    quality
    Automates the creation of standardized documentation by extracting information from source files and applying templates, with integration capabilities for GitHub, Google Drive, and Perplexity AI.
    Last updated -
    3
    TypeScript
    MIT License
    • Apple

  • Why this server?

    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions, directly improving development efficiency.

    LSP MCP Server

    Tritlo
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    security
    A
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    quality
    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
    Last updated -
    2
    TypeScript
    MIT License

  • Why this server?

    A TypeScript tool that ranks files in your codebase by importance, tracks dependencies, and provides file summaries to help understand code structure through Cursor's Model Context Protocol, enhancing understanding and navigation.

    FileScopeMCP

    admica
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    security
    A
    license
    A
    quality
    A TypeScript tool that ranks files in your codebase by importance, tracks dependencies, and provides file summaries to help understand code structure through Cursor's Model Context Protocol.
    Last updated -
    14
    18
    TypeScript
    GPL 3.0
    • Linux

  • Why this server?

    A comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP, designed to improve the speed and organization of software projects.

    MCP Agile Flow

    smian0
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    security
    A
    license
    A
    quality
    A comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP.
    Last updated -
    13
    Python
    MIT License
    • Apple

  • Why this server?

    Server that enhances the capabilities of the Cline coding agent, providing intelligent code suggestions, reducing hallucinations, and documenting the knowledge base, leading to better code and faster development.

    Coding Assistant Server

    AviOfLagos
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    security
    F
    license
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    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    Last updated -
    10
    JavaScript

  • Why this server?

    Share code context with LLMs via MCP or clipboard, which makes the LLM more effective with code-related tasks.

    llm-context

    cyberchitta
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    security
    A
    license
    A
    quality
    Share code context with LLMs via MCP or clipboard
    Last updated -
    3
    181
    Python
    Apache 2.0
    • Apple
    • Linux

  • Why this server?

    A modular dynamic API server based on the MCP protocol that provides rich tool capabilities for AI assistants while significantly reducing prompt token consumption, enabling more cost-effective and efficient interactions for development tasks.

    Dynamic API Server (MCP)

    1049861657
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    security
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    license
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    quality
    A modular dynamic API server based on the MCP protocol that provides rich tool capabilities for AI assistants while significantly reducing prompt token consumption.
    Last updated -
    TypeScript

  • Why this server?

    A TypeScript implementation of Model Context Protocol that provides integration tools for JIRA ticket creation and TODO management, allowing users to manage tasks through natural language interfaces, thus streamline project workflow.

    MCP Server

    RahulRana0707
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    security
    F
    license
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    quality
    A TypeScript implementation of Model Context Protocol that provides integration tools for JIRA ticket creation and TODO management, allowing users to manage tasks through natural language interfaces.
    Last updated -
    TypeScript

  • Why this server?

    Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol, helping developers to stay organized and efficient.

    Software Planning Tool

    NightTrek
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    security
    A
    license
    A
    quality
    Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol.
    Last updated -
    6
    122
    JavaScript
    MIT License
    • Apple