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    maintenance
    Helps YouTube content creators find perfect background music for their shorts by analyzing script content for mood, theme, and pacing, then recommending suitable tracks from YouTube Music with confidence scoring and duration filtering.
    1
    Apache 2.0
  • F
    license
    Not graded
    quality
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    maintenance
    Enables interaction with Apple's Find My network to track devices, check battery status, and manage device information. Provides secure authentication and caching for efficient access to your Apple devices' location and status data.
    1
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  • F
    license
    A
    quality
    B
    maintenance
    MCP server that fetches ServiceNow Community events for a date range and returns them as structured data, optionally writing a CSV. No login or credentials required.
    1
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  • A
    license
    A
    quality
    A
    maintenance
    CLI + SDK + MCP server for ZSpace (极空间) NAS — zero-config file management from the terminal or AI agents. No password, no SSH: reads the desktop client's login state. 12 MCP tools covering ls / find / tree / upload / download / rename / move / copy / remove.
    14
    83 PyPI
    26
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Your agent seeks what search can't find. A self-hosted perception MCP server that transcribes speech, reads behind logins, sees images and video frames, crosses languages, and remembers.
    18
    48 PyPI
    80
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    MCP server for searching and querying detailed housing listings in Taiwan, enabling AI to find properties with filters like city, district, room count, price, and age.
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Connects Claude to Disney Lorcana card data to enrich collections, search cards, find song synergies, and analyze decks.
    12
    95 PyPI
    7
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Converts a single-file MP3/M4A audiobook plus its EPUB into a chaptered M4B, using silence-gap detection to find real chapter boundaries, with checkpointed job-based progress, EPUB preview, boundary inspection/waveform review, metadata lookup, and cover fetching/embedding tools for resumable, verifiable audiobook production.
    15
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  • A
    license
    A
    quality
    B
    maintenance
    Real-time financial narrative tracking for AI agents — clustering news into structured narratives, measuring sentiment momentum, and mapping portfolio risk across 109 US equities.
    2
    2
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying the Polish National Health Fund (NFZ) public API for medical waiting lists and service dictionary, allowing AI to compare wait times and find providers.
    3
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.
    3
    3
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  • A
    license
    A
    quality
    C
    maintenance
    A field-level semantic change impact analysis MCP server for Claude Code, enabling natural language queries to find affected code when modifying fields, strings, or functions across multiple languages.
    6
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables screenwriters to search for similar scenes, fetch scene details, list indexed movies, find mood reference scenes, and get analysis style guidance, all grounded in real produced scripts.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables any AI coding agent to instantly find and resume sessions created in another agent. It indexes sessions from multiple harnesses locally and injects a compact, ready-to-resume payload without using LLM tokens.
    4
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to query GPU availability across SSH hosts, find free GPUs, list hosts, and inspect fleet status using only nvidia-smi on the remote side.
    3
    1
    MIT