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"Understanding File Systems and Their Functions" matching MCP servers:

  • dep-diff-mcp

    DigiCatalyst-Systems
    A
    license
    A
    quality
    C
    maintenance
    Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).
    2
    118
    2
    MIT

  • AREL

    Akgithub2028
    -
    license
    -
    quality
    C
    maintenance
    A production-oriented reliability, benchmarking, and evaluation system that layers multi-version protocol negotiation, adaptive streaming, connection pooling, and resilience onto an MCP agent runtime.
    1

  • feedbug-mcp

    joffreyBerrier
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    license
    A
    quality
    A
    maintenance
    Read visual bug reports from Feedbug in your AI coding agent: screenshot, console logs, failed network requests, session replay and the DOM context of the element the tester clicked. Trace the bug to its source file, comment and resolve without leaving the editor.
    2
    7
    14
    MIT
  • oathe-mcp by oathe-ai

    oathe-mcpofficial

    oathe-ai
    A
    license
    A
    quality
    C
    maintenance
    MCP server for https://oathe.ai security audits. Runtime behavioral analysis and security scanner for Ai systems. Check trust scores before installing MCP servers, plugins, or AI agent skills.
    5
    20
    1
    MIT

  • Veris

    vighriday
    A
    license
    A
    quality
    C
    maintenance
    Behavioral verification intelligence for AI coding agents. Reads a TypeScript or JavaScript repo, clusters functions into 25 semantic workflows (Authentication, Payments, Webhooks, Caching, Queue, and more), and emits concrete adversarial probes per workflow. 17 MCP tools, local SQLite state, zero cloud.
    17
    55
    1
    MIT

  • Visionaire Engine

    mi60dev
    A
    license
    A
    quality
    A
    maintenance
    Eyes for AI coding agents: deterministic MCP server that tells the LLM which CSS rule wins, in which file, on which line — and why. Cascade verdicts, blast radius, interaction timelines, pixel-perfect audits.
    22
    23
    4
    Apache 2.0

  • xlsx-audit-mcp

    arose26
    A
    license
    A
    quality
    C
    maintenance
    Audits Excel workbooks by tracing cell dependencies and detecting circular references, volatile functions, and other formula risks, enabling natural-language audit queries on local files.
    4
    46
    MIT

  • MantisBT MCP Server

    dpesch
    A
    license
    A
    quality
    A
    maintenance
    Integrates MantisBT bug tracker into Claude and other MCP clients via the REST API. Read and manage issues, notes, file attachments, tags, relationships, and monitors — with optional offline semantic search across all issues.
    2
    34
    99
    4
    MIT
  • OverlayQA MCP by OverlayQA

    OverlayQA MCPofficial

    OverlayQA
    A
    license
    A
    quality
    B
    maintenance
    Enables AI coding agents to audit web pages for WCAG accessibility and color-contrast issues, and file dev-ready issues directly into OverlayQA projects.
    9
    118
    MIT

  • MCP Test MCP

    rdwj
    A
    license
    A
    quality
    D
    maintenance
    A specialized testing harness that enables AI assistants to thoroughly test other MCP servers by connecting to them, discovering their tools/resources/prompts, executing test calls, and performing end-to-end validation with LLM integration.
    14
    4
    MIT

  • ADB MCP Server

    LLL-404
    F
    license
    A
    quality
    D
    maintenance
    A MCP server that enables AI assistants to control Android devices via ADB, supporting device info, screen control, input simulation, app management, shell execution, file transfer, and UI parsing.
    20