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Glama

Related Servers

Alternatives to ShortsFlow

  • A
    license
    Not graded
    quality
    B
    maintenance
    AI-native timeline editor for short-form video. Your agent cuts, captions, adds motion graphics and renders against a real, editable timeline over MCP — not a render queue. Human-in-the-loop by design: it calls request_review and waits while you supervise in a browser. Local-first and AGPL; your footage never leaves your machine.
    2
    AGPL 3.0

Related Servers

  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that turns a topic into a finished narrated, subtitled short video — neural voice-over, stock footage retrieval, word-highlighted styled captions, background music and 9:16/16:9/1:1 ffmpeg rendering — plus voiceover generation, voice browsing, footage preview and environment checks. It runs the whole pipeline inside Claude with no LLM API key required.
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that gives agents a video engine for cutting beat-synced 9:16 shorts from existing footage, generating original short films from a prompt, and swapping characters in a clip while preserving motion and sound. It handles the deterministic work — scene detection, tracked crops, captions and rendering — while generation runs on private Hugging Face ZeroGPU Spaces in the user's own account.
    3
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to extract spoken hooks, burned-in OCR captions, retention scores, timecoded transcripts, UGC ad briefs, and localized scripts from TikTok, Instagram Reels, and YouTube Shorts. It can be used as a remote HTTP endpoint or a local stdio server.
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    A local MCP server that lets chat-based coding agents turn a folder of raw clips into finished, beat-synced montage videos by handling shot selection, music matching, subtitles, transitions, and rendering through natural language. It returns a timeline digest and contact sheet for approval before any frame is rendered.
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    Open-source video pipeline (clipper, AI video & more) with a local MCP server: scout trends, download and transcribe videos, cut clips, build captioned shorts and run editing tools from your agent. Runs in the ViralMint desktop app on 127.0.0.1 with a bearer token; AGPL-3.0, bring your own API keys.
    199
    AGPL 3.0

TDQS

A4.3/5.0

Scored across 5 tools

Disambiguation5/5

Each tool occupies a distinct slot: two creation paths (extract_clips vs generate_short), one text-only tool (generate_social_package), one job poller (get_render_status), and one read-only options lister. The descriptions explicitly cross-reference each other ("use generate_short instead to create a video from a topic"), so the two video-producing tools cannot be confused.

Naming Consistency5/5

All five names follow a strict verb_noun snake_case pattern: extract_clips, generate_short, generate_social_package, get_render_status, list_supported_modes. There is no mixing of conventions or vague verbs.

Tool Count5/5

Five tools is a tight, well-scoped surface for a short-video pipeline: two render entry points, one status poller (required because renders are asynchronous), one text helper, and one options reference. Every tool earns its place and nothing is redundant.

Completeness4/5

The core lifecycle is covered: start a render (from topic or existing video), poll it, get platform text, and discover valid option values. Minor gaps remain — there is no cancel/abort for a running job, no list of past or active jobs, and no way to retrieve output file paths or clean up sessions, so an agent must infer results from status logs.

Maintenance

ActivityActive
ResponsivenessLimited data