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Glama

Related Servers

Alternatives to squish

Related Servers

  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to index videos locally once and then browse a compact text map of shots, transcript, silences and visual embeddings, so they can query moments, cut dead air, apply edit scripts, render with ffmpeg and run QA checks without spending tokens on frames. Pixels are only fetched when the agent explicitly peeks at labeled contact sheets.
    9
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables coding agents to search and interrogate video by screening labelled contact sheets with typed decision-model questions, returning timed hits with probabilities, full-resolution frames and nearby dialogue without building any vector index. Agents can find specific moments, verify them, zoom into frames, box objects, and map an entire film.
    32
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to watch YouTube videos by extracting frames at scene changes and visual references, pairing each frame with the exact words spoken at that timestamp. Provides dense frame-transcript interleaving for any model.
    9 npm
    2
    MIT

TDQS

A4.8/5.0

Scored across 1 tool

Disambiguation5/5

There is only one tool, so there is no overlap or ambiguity to confuse an agent. `squish_video` is clearly the single, distinct operation the server provides.

Naming Consistency5/5

The single tool name `squish_video` follows a clear verb_noun pattern and matches the server name. There are no mixed conventions or conflicting styles.

Tool Count4/5

One tool is on the low side compared to typical MCP servers, but the tool itself is substantial and self-contained: it supports overview, zooming, timestamps, and audio activity in one call. The count is slightly thin but reasonable for this focused purpose.

Completeness4/5

The tool covers the main video-to-contact-sheet workflow completely, including repeated drill-down into time ranges. The only real boundary is that it does not transcribe or classify audio content, so agents needing speech-level detail would need an external tool.

Maintenance

ActivitySlowing
ResponsivenessUnresponsive