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  • A
    license
    A
    quality
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    maintenance
    Provides AI agents with local file-processing capabilities for token counting, RAG chunking, CSV/JSON conversion, QR generation, and more, while keeping documents private on the user's machine.
    7
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server for PyLabRobot that exposes liquid handler, plate reader, thermocycler, and heater-shaker as MCP tools. It ships in simulation mode by default, allowing end-to-end testing without hardware.
    10
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    MCP server that transforms cognitive state into generative music by mapping 13 epistemic vectors to Strudel live coding patterns, with mood presets and a web UI for interactive control.
    5
    4
    -
  • A
    license
    C
    quality
    C
    maintenance
    Syncs YouTube Music liked songs, analyzes them for DJ metadata like BPM and key, and enables creating playlists from previews.
    10
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Enables comprehensive management of self-hosted Supabase instances on Coolify, including database migrations, edge functions deployment, storage management, auth configuration, and full application lifecycle control through AI agents.
    56
    23
    2
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    Enables AI agents to control Digital Loggers (DLI) Web Power Switches for hardware discovery, status querying, and power operations. It features a safety-first architecture with configurable access levels to protect critical infrastructure from unauthorized or accidental power loss.
    8
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides persistent memory capabilities through Neo4j graph database integration, allowing storage and retrieval of interconnected knowledge with complex relationships between entities. Enables long-term retention and querying of information across multiple conversations through graph-based memory management.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A music MCP server enabling multi-agent collaboration where AI agents jam together in real-time, with 20 tools, conductor mode, and zero dependencies.
    84
    33
    AGPL 3.0
  • A
    license
    Not graded
    quality
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    maintenance
    Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx) files through natural language commands, including batch queries and temporary table management.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Local-first CLI + proxy that curates your MCP servers per client from one canonical config, cutting tool-schema tokens ~80% and resolving secret references instead of hardcoding keys.
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