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"Coding tools to understand and manage a large codebase like MCP, CLINE, or ROOCODE" matching MCP servers:

  • shipmail-mcp

    shipmail-to
    A
    license
    A
    quality
    A
    maintenance
    Official MCP server for Shipmail, enabling agents to manage domains, mailboxes, messages, threads, webhooks, and suppressions via natural language.
    100
    324
    1
    MIT

  • domain-rdap-mcp

    Lulu-The-Narwhal
    A
    license
    A
    quality
    C
    maintenance
    Enables real-time domain registration lookups via RDAP, including availability, expiration, and registrar details, with no API key required. Supports natural language queries like 'is example.com available?' or 'when does example.com expire?'.
    1
    MIT

  • savvly-mcp

    Savvly
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the SEC-registered Savvly Longevity Benefit Fund: product info, Savvly-vs-alternative comparisons, eligibility checks, an audience-tagged Q\&A library, and retirement / lump-sum / monthly projections that render inline MCP Apps chart widgets. Hosted remote plus npm/PyPI/NuGet/OCI/MCPB.
    8
    2
    Apache 2.0

  • fx-converter-mcp

    Lulu-The-Narwhal
    A
    license
    A
    quality
    C
    maintenance
    Enables currency conversion and exchange rate lookups using real ECB reference rates, free and without an API key. Supports natural language queries like 'convert 100 USD to EUR' or 'what's the exchange rate between GBP and JPY?'.
    2
    MIT

  • Opal Emu MCP

    thevalmarch
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that lets LLM agents autonomously play retro games by driving a real OpalEmu emulator in a Playwright-controlled browser, exposing tools for loading ROMs, controlling buttons, and capturing screenshots.
    6
    3
    AGPL 3.0

  • meta-data-mcp

    derekslinz
    A
    license
    A
    quality
    A
    maintenance
    A single MCP server that transparently routes user requests to 83 open-data sources with built-in discovery and autonomous plugin creation.
    15
    4
    MIT

  • Memora MCP

    Servation
    A
    license
    A
    quality
    A
    maintenance
    An interactive flashcard MCP App for Claude Desktop. Claude generates flashcards from your request or the conversation and renders them as an inline, gradeable flip-card review with spaced repetition.
    10
    70
    MIT

  • demo-app-mcp-prestamo

    dponcedeleonf
    A
    license
    A
    quality
    C
    maintenance
    MCP server demo by Banco D that shows a loan application interactive widget across six steps, demonstrating three levels of agent visibility (full, result-only, and hidden) per MCP Apps (SEP-1865). It enables users to simulate a loan request with plan selection, PIN authorization, and disbursement while controlling what the agent sees.
    9
    MIT

  • mal-mcp

    UmutKDev
    A
    license
    A
    quality
    B
    maintenance
    Exposes a user's MyAnimeList data (watch list, scores, statistics) as MCP tools for AI assistants to analyze taste, build statistics, and make recommendations.
    20
    1
    MIT

  • calibre-mcp

    caelum29
    A
    license
    A
    quality
    A
    maintenance
    Connects MCP clients to a Calibre ebook library for semantic search, metadata curation, and library management via natural language.
    14
    241
    10
    MIT

  • transcriptor-mcp

    samson-art
    A
    license
    A
    quality
    A
    maintenance
    An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large responses. Supports YouTube, Twitter/X, Instagram, TikTok, Twitch, Vimeo, Facebook, Bilibili, VK, Dailymotion. Whisper fallback — transcribes audio when subtitles are unavailable (local or OpenAI API). Works with Cursor and other MCP host
    8
    19
    MIT

  • spamtitan-mcp

    wyre-technology
    A
    license
    A
    quality
    A
    maintenance
    MCP server for SpamTitan email security — manage quarantine, allowlists, blocklists, and view email stats
    9
    Apache 2.0
  • Sugra API MCP by Sugra-Systems

    Sugra API MCPofficial

    Sugra-Systems
    A
    license
    A
    quality
    A
    maintenance
    Gateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.
    12
    8
    2
    MIT

  • avanan-legacy-mcp

    wyre-technology
    A
    license
    A
    quality
    A
    maintenance
    A legacy MCP server for Avanan cloud email security, providing tools to manage threat detection, email policies, and security incidents through Avanan's API.
    17
    Apache 2.0