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    license
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    Enables coding agents to read Jira Cloud issues, search via JQL, and retrieve comments, attachments, and change history through a lightweight, context-efficient MCP toolset.
    9
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus School of Music Composition.
    5
    96 npm
    2
    MIT
  • F
    license
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    quality
    D
    maintenance
    Enables interacting with the Lunch Money personal finance API through MCP tools for retrieving user info, transactions, and performing calculations, with minimal response sizes.
    6
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  • A
    license
    A
    quality
    B
    maintenance
    Small self-hosted CMS (PHP 8, no database) for sites with a few pages and a blog, managed by an AI assistant over MCP. The AI changes content, never code: pages, posts, menus, images, PDF documents, redirects, drafts and version history.
    26
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    MCP server for headless, agent-native control of openDAW, enabling programmatic music production with tracks, instruments, effects, MIDI, automation, and rendering via 543 tools.
    8
    100
    Apache 2.0
  • A
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    quality
    A
    maintenance
    Enables read-only access to SQL Server metadata, including listing servers, databases, tables, stored procedures, and retrieving definitions.
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI agents to generate MIDI clips from natural language descriptions and export them for import into digital audio workstations. Wraps Scribbletune to provide music composition tools for creating riffs, chords, and arpeggios with scale-aware progressions, rhythmic patterns, and genre-specific parameters.
    MIT
  • A
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    quality
    B
    maintenance
    Enables agents to co-edit live music sessions, create, remix, publish, export MIDI, and analyze musical structure in the Keyboardia collaborative step sequencer.
    3
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables remote control of SwitchBot Plug Mini smart plugs via the SwitchBot Open API, including listing devices, checking power status, and turning on/off or toggling plugs through MCP tools, secured by GitHub OAuth.
    79 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that integrates with Microsoft Defender for Identity via the Microsoft Graph API, enabling natural language queries and HTML report generation for alerts, incidents, risky users, and more.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables local tool calling over Model Context Protocol via stdio, providing deterministic tools such as calc.add, text.word_count, and text.summarize_naive after JSON-RPC handshake and discovery.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A composition-focused server built on music21 for generative music workflows, enabling melody generation, musical transformations, chord reharmonization, counterpoint creation, and MIDI export through constraint-based algorithmic composition tools.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Open-source gateway for validated AI answers, serving scaffolds and cached responses via OpenMatch, with REST API and MCP support.
    2 npm
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for searching Material Design Icons, enabling AI agents to find icons by name, alias, category, or concept.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables conducting spatial preference interviews for the MIXI lighting brand via Claude.ai, with results saved to Cloudflare KV.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Exposes vaccination-appointment scheduling as standardized MCP tools backed by an in-memory mock backend. Enables agents to list available slots by date and vaccine type, book appointments, check confirmation status, and cancel bookings.
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