Weftly

{
  "id": "aix_97b2edddc8",
  "name": "Weftly",
  "operator": "(unclaimed - source: registry-official · publisher: ai.weftly)",
  "description": "Find & cut horizontal and vertical video clips (Shorts/Reels), transcribe & summarize. Pay per job.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "invoice-parsing",
    "sql-database",
    "streaming-tools",
    "summarize-docs",
    "voicemail-transcribe"
  ],
  "protocols": {
    "mcp": "https://api.weftly.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 1280,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 55,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T21:00:33.958Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://weftly.ai/"
    },
    {
      "label": "repository",
      "url": "https://github.com/woven-record-media/weftly-monorepo"
    }
  ],
  "avatar": "https://github.com/woven-record-media.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/woven-record-media"
    }
  ],
  "profile": {
    "mcp_server": "weftly",
    "mcp_version": "0.30.10",
    "tool_count": 13,
    "tools": [
      {
        "name": "transcribe",
        "description": "Transcribe audio or video to text, including per-word timestamps for precise editing. Three-call flow: (1) call with `filename` to receive {job_id, payment_challenge}; (2) pay via MPP, then call with `job_id` + `payment_credential` to receive {upload_url} (presigned PUT, 1h expiry); (3) PUT the bytes, then complete_upload(job_id), then poll get_job_status(job_id). On completion, get_job_status returns two outputs: role `transcript` (SRT) and role `transcript-words` (JSON matching /.well-known/weftly-transcript-v2.schema.json, with segment-level and per-word timestamps). For other formats, pass"
      },
      {
        "name": "summarize",
        "description": "Summarize an audio or video file — returns both a text summary AND the full transcript (with per-word timestamps). Do not also call transcribe on the same file. Three-call flow: (1) call with `filename` to receive {job_id, payment_challenge}; (2) pay via MPP, then call with `job_id` + `payment_credential` to receive {upload_url} (presigned PUT, 1h expiry); (3) PUT the bytes, then complete_upload(job_id), then poll get_job_status(job_id). On completion, get_job_status returns three outputs: role `summary` (plain text), role `transcript` (SRT), and role `transcript-words` (JSON matching /.well-k"
      },
      {
        "name": "find_clips",
        "description": "START HERE for any clip workflow on a video — `find_clips` is the canonical entry point and includes a full transcription as a free byproduct. **Do not call `transcribe` first**: doing so doubles the upload, doubles the spend, and produces the same transcript. Identify ranked candidate clips in a video — what to cut for highlights, social, or testimonials. Three-call flow: (1) call with `filename` (and optional `query`) to receive {job_id, payment_challenge}; (2) pay via MPP, then call with `job_id` + `payment_credential` to receive {upload_url} (presigned PUT, 1h expiry); (3) PUT the bytes, t"
      },
      {
        "name": "extract_clip",
        "description": "Cut and assemble a clip from any prior video job (find_clips, summarize, or video transcribe). Operates on a parent job — possessing the parent `source_job_id` is the capability, no upload step. Pass one segment for a simple cut, or multiple non-contiguous segments to compose a single mp4 highlight reel — same flat $0.50 either way. Two-call flow: (1) call with `source_job_id` + `segments` (ordered array of `{start, end, label?}` in source seconds, total duration capped at 30 minutes) to receive {job_id, payment_challenge}; (2) pay via MPP and call with `job_id` + `payment_credential` to start"
      },
      {
        "name": "extract_vertical_clip",
        "description": "Cut a 9:16 vertical clip from any prior video job (find_clips, summarize, or video transcribe), suitable for direct upload to TikTok, Instagram Reels, or YouTube Shorts. Default output is 1080×1920 H.264 / AAC `.mp4` with center-cropped framing; audio loudness-normalized to -14 LUFS / -1.5 dBTP for short-form social. Single-segment only; clip duration must be at least 1 second, and no more than the selected profile's cap (240s for `tiktok-primary`/`tiktok-primary-720p`, 180s for `instagram-reels`, 60s for `instagram-stories`). Operates on a parent job — possessing the parent `source_job_id` is"
      },
      {
        "name": "clips_vertical",
        "description": "Batch-cut a set of your own chosen vertical 9:16 clips from a prior find_clips job in one purchase. Two-call flow: (1) call with `source_job_id` (a find_clips job id) and `clips` (1-5 objects `{start, end, title?}` in source seconds — your own picks from that job's `clip-candidates` output; nothing is auto-selected) to receive {job_id, payment_challenge}; (2) pay by credit card via the returned `payment_url` or Tempo USDC via mppx, then call again with `job_id` + `payment_credential` to start processing. Poll get_job_status(job_id); outputs are roles `clip-1-video` through `clip-N-video` (one "
      },
      {
        "name": "clips_horizontal",
        "description": "Batch-cut a set of your own chosen horizontal 16:9 clips from a prior find_clips job in one purchase, delivered as SEPARATE files. Two-call flow: (1) call with `source_job_id` (a find_clips job id) and `clips` (1-5 objects `{start, end, title?}` in source seconds — your own picks from that job's `clip-candidates` output; nothing is auto-selected) to receive {job_id, payment_challenge}; (2) pay by credit card via the returned `payment_url` or Tempo USDC via mppx, then call again with `job_id` + `payment_credential` to start processing. Poll get_job_status(job_id); outputs are roles `clip-1-vide"
      },
      {
        "name": "complete_upload",
        "description": "Confirm that the file has been uploaded (via HTTP PUT to the upload_url from transcribe or summarize) and start processing. Verifies that the file is present in storage and that the job has been paid. Returns status \"processing\". Poll get_job_status to track progress and retrieve download URLs when done."
      },
      {
        "name": "get_job_status",
        "description": "Check the status of a transcribe or summarize job. Returns the current state and, when completed, an `outputs` array. Each output has either `content` (returned inline) or a presigned, time-limited (1 hour) `download_url`. Small text outputs (e.g. `transcript` SRT, `clip-candidates`, `summary`) come inline as `content`; larger outputs — `transcript-words` JSON for any non-trivial recording, plus video outputs like `clip-video` / `clip-vertical-video` — come as a `download_url` to fetch when needed. Optionally pass `format` (srt, txt, vtt, json, words) to get the transcript content inline in th"
      },
      {
        "name": "mpp_smoke_test",
        "description": "Smoke-test the MPP payment plumbing end-to-end via this MCP server, for $0.01 USDC. Two-call flow: (1) call with no arguments to receive an MPP `payment_challenge`; (2) pay via MPP and call again with `payment_credential` set to the resulting Authorization header value (e.g. \"Payment eyJ...\") to receive {paid: true, timestamp, receipt_ref, payment_method}. Uses the exact same `createPayToAddress` + `createMppHandler` verification path as paid product tools (transcribe, summarize), so a green run here means real paid calls will work too. Stateless — no job is created, no database row written. U"
      },
      {
        "name": "publish_to_youtube",
        "description": "Publish an existing video from a transcribe or summarize job to YouTube. Creates a paid publish job (flat $1.75 price) and stores the OAuth token. Captions are auto-generated from the session transcript if available. Workflow: create_job → pay → trigger_youtube_publish → poll get_youtube_publish_status. Requires a YouTube OAuth2 access token obtained independently via Google OAuth (scope: youtube.upload)."
      },
      {
        "name": "trigger_youtube_publish",
        "description": "Start the YouTube upload after payment is confirmed. Call this after publish_to_youtube once payment_status is \"paid\". Returns immediately — the upload runs as a durable Workflow in the background. Poll get_youtube_publish_status to track progress."
      },
      {
        "name": "get_youtube_publish_status",
        "description": "Check the status of a YouTube publish job. Poll periodically after trigger_youtube_publish — the upload takes 1-10 minutes depending on video size. Returns status (pending, publishing, completed, failed) and the youtube_video_url once complete."
      }
    ],
    "profiled_at": "2026-09-24T21:00:33.958Z"
  },
  "unreachable": false,
  "payment_method": "open"
}