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"Information on RAG Documents or Processing" matching MCP servers:

  • par5-mcp

    mathematic-inc
    A
    license
    A
    quality
    C
    maintenance
    Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.
    Last updated
    8
    10
    6
    Apache 2.0

  • ast-editor

    kambleakash0
    A
    license
    A
    quality
    A
    maintenance
    A robust, language-agnostic Model Context Protocol (MCP) server that provides AI coding agents with the ability to edit files surgically via Abstract Syntax Trees (AST) instead of relying on token-heavy, brittle search-and-replace or diff operations.
    Last updated
    28
    7
    MIT

  • Agent MCP Gateway

    roddutra
    A
    license
    A
    quality
    C
    maintenance
    Provides per-Subagent MCP controls to any coding agent or client across all your MCPs and prevents context window waste. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed and only the servers and tools they are allowed.
    Last updated
    4
    41
    MIT

  • skills-master-mcp

    adarc8
    A
    license
    A
    quality
    D
    maintenance
    Connects AI coding agents to the SkillsMP marketplace, allowing users to search, read, and install over 8,000 community-made skills. It enables agents to gain new capabilities either through on-the-spot instruction or permanent installation without requiring an API key.
    Last updated
    5
    14
    8
    MIT

  • NotiCode

    Antropov31
    A
    license
    A
    quality
    B
    maintenance
    Runs as an MCP server providing file system operations, shell execution, and system information tools, allowing Claude or any MCP client to edit files and control the machine.
    Last updated
    7
    MIT

  • copilot-cloud-agent-mcp

    fvegiard
    A
    license
    A
    quality
    F
    maintenance
    Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via its REST API, allowing it to research, edit, and open pull requests on repositories without manual intervention.
    Last updated
    11
    MIT

  • Rules MCP Server

    markacianfrani
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that allows coding agents to look up contextual rules and patterns on demand, providing just-in-time guidance for specific tasks like writing tests or authoring UI.
    Last updated
    2
    8

  • Qwen3-Coder MCP Server

    keithah
    F
    license
    B
    quality
    D
    maintenance
    Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.
    Last updated
    5
  • oxcode by oxgraph

    oxcodeofficial

    oxgraph
    A
    license
    -
    quality
    A
    maintenance
    Enables coding agents to navigate and query source code by providing context, symbols, and call graph information through a graph index.
    Last updated
    3
    MIT

  • Agent Collab MCP

    Nathan-Z01
    A
    license
    -
    quality
    B
    maintenance
    Enables multiple AI coding agents to collaborate on a project by coordinating tasks, file leases, and messages through a shared hub, preventing conflicts and enabling parallel development.
    Last updated
    MIT

  • kcf-mcp

    mikec-chi
    A
    license
    -
    quality
    C
    maintenance
    MCP server that lets Claude, ChatGPT, or VS Code build a complete, machine-checked model of your domain and generate an app from it.
    Last updated
    Apache 2.0

  • Boring Gemini

    Boring206
    A
    license
    -
    quality
    C
    maintenance
    An autonomous AI development agent that enables full-stack coding, automated verification, RAG-powered code search, and quality assurance through MCP tools. Supports Gemini CLI, Claude Code CLI, with features like parallel verification, security scanning, and spec-driven development.
    Last updated
    5
    Apache 2.0

  • CURSOR25X

    tuncer-byte
    A
    license
    -
    quality
    D
    maintenance
    An interactive task loop MCP server for Cursor IDE that enables continuous web application development through a persistent terminal-based task processing system. It automates file management and project operations by processing user input in a continuous loop using integrated Cursor rules.
    Last updated
    22
    MIT

  • ForLoop MCP

    Master0fFate
    A
    license
    -
    quality
    B
    maintenance
    Enables AI harnesses to run iterative loops on code repositories with built-in quality evaluations, security gates, and approval workflows for tasks like fixing tests or implementing features.
    Last updated
    37
    MIT