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"Understanding File Usage" matching MCP servers:

  • File Search MCP

    elad12390
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    Enables blazingly fast file and content searching in large codebases using ripgrep, with intelligent filtering, fuzzy finding, and directory tree visualization while respecting .gitignore and avoiding common bloat directories.
    Last updated
    4
    9
    2
    MIT

  • claude-usage-mcp

    NG-Bullseye
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    license
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    quality
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    maintenance
    Reports your Claude subscription usage (5-hour and weekly limits) with a forecast and velocity recommendation, using Claude Code's existing OAuth session without requiring an API key.
    Last updated
    2
    1

  • LLM Usage & Cost Tracker

    zhaoyue722
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    A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.
    Last updated
    7
    3
    MIT

  • copilot-usage-mcp

    tatsuyamiyazaki
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    maintenance
    An MCP server that retrieves GitHub Copilot usage metrics and seat assignment data across Enterprise, Organization, and Team levels. It allows users to monitor code completions, chat activity, and active user counts through integrated tools.
    Last updated
    5
    2
    MIT

  • GitHub Copilot Usage MCP

    lucasliet
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    quality
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    maintenance
    An MCP server that retrieves current GitHub Copilot usage data, including quotas, limits, and usage statistics. It allows AI agents to monitor premium interaction status and detailed account usage via raw or formatted summaries.
    Last updated
    3
    6
    MIT

  • Context File MCP Service

    yrstruely
    F
    license
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    quality
    D
    maintenance
    Manages AI context files from local directories and GitHub repositories with file watching, tag-based organization, and full-text search.
    Last updated
    11

  • Huoshui File Search

    huoshuiai42
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    license
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    quality
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    maintenance
    Enables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.
    Last updated
    1
    MIT

  • File AI

    flyfish-dev
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    license
    B
    quality
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    maintenance
    A read-only MCP server that provides document awareness for agents by parsing local files into structured profiles, blocks, chunks, and search results, enabling agents to understand and cite document content without dealing with raw file formats.
    Last updated
    5
    101
    2
    Apache 2.0

  • MCP File Forge

    mcp-tool-shop-org
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    license
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    quality
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    maintenance
    A Model Context Protocol server for secure, sandboxed file operations and project scaffolding with built-in search and regex capabilities. It is optimized for Windows environments and features configurable access controls to restrict operations to specific directories.
    Last updated
    17
    8

  • MIDI File MCP

    xiaolaa2
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    quality
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    maintenance
    A powerful MCP tool for parsing and manipulating MIDI files that allows users to read, analyze, and modify MIDI files through natural language commands, supporting operations like reading file information, modifying tracks, adding notes, and setting tempo.
    Last updated
    11
    28
    11
    MIT

  • 3D Cartoon Generator & File

    falahgs
    F
    license
    B
    quality
    D
    maintenance
    Enables high-quality 3D-style cartoon image generation using Google Gemini AI alongside secure file system operations like reading, writing, and managing directories. It provides a dual-purpose toolkit for creative asset generation and local file management via the Model Context Protocol.
    Last updated
    6
    3