Summary
A pay-per-job video workflow server that exposes transcription, summarization, clip detection, and video cutting operations through MCP. You point it at MP3, MP4, MOV, or WebM files and get back timestamped transcripts, episode recaps, or ranked highlight candidates for short-form cuts. The vertical clip tool outputs 9:16 center-cropped video ready for TikTok and Reels. No account setup, just Stripe checkout on first paid call. Pricing runs $0.50 for audio transcripts up to $2.00 for AI clip discovery. Files auto-delete after 24 hours. Useful when you need to script podcast show notes, pull quotes from interviews, or batch-cut social clips without opening an editor.
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Tools
Public tool metadata for what this MCP can expose to an agent.
8 tools
transcribeTranscribe 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 ex...3 params
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 ex...
Parameters* required
job_idstringJob ID returned from a previous call. Include along with payment_credential to confirm payment and receive the presigned upload URL. Also include alone to recover the current challenge/state if the original response was lost.
filenamestringFilename with extension (e.g. "podcast.mp3"). Required on the first call — used to infer media type (audio vs video) and label outputs. Supported extensions: mp3, wav, m4a, ogg, flac, mp4, mov, webm, mkv.
payment_credentialstringMPP payment credential (full Authorization header value, e.g. "Payment eyJ...") obtained by paying the challenge returned from the first call. Include with job_id to verify payment and receive the upload URL.
summarizeSummarize 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 `j...3 params
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 `j...
Parameters* required
job_idstringJob ID returned from a previous call. Include along with payment_credential to confirm payment and receive the presigned upload URL. Also include alone to recover the current challenge/state if the original response was lost.
filenamestringFilename with extension (e.g. "podcast.mp3"). Required on the first call — used to infer media type (audio vs video) and label outputs. Supported extensions: mp3, wav, m4a, ogg, flac, mp4, mov, webm, mkv.
payment_credentialstringMPP payment credential (full Authorization header value, e.g. "Payment eyJ...") obtained by paying the challenge returned from the first call. Include with job_id to verify payment and receive the upload URL.
find_clipsSTART 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...4 params
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...
Parameters* required
querystringOptional. Switches the analyzer from "best clips" discovery mode to query mode — finds segments matching this content (e.g., "they discuss pricing", "the part about hiring"). Same output shape either way; the `mode` field in clip-candidates.json tells consumers how to interpret per-candidate scoring.
job_idstringJob ID returned from a previous call. Include along with payment_credential to confirm payment and receive the presigned upload URL. Also include alone to recover the current challenge/state if the original response was lost.
filenamestringFilename with extension (e.g. "podcast.mp3"). Required on the first call — used to infer media type (audio vs video) and label outputs. Supported extensions: mp3, wav, m4a, ogg, flac, mp4, mov, webm, mkv.
payment_credentialstringMPP payment credential (full Authorization header value, e.g. "Payment eyJ...") obtained by paying the challenge returned from the first call. Include with job_id to verify payment and receive the upload URL.
extract_clipCut 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...6 params
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...
Parameters* required
titlestringOptional title for the assembled clip. Surfaces in get_job_status and download filenames; doesn't affect the cut itself.
job_idstringJob ID returned from a previous extract_clip call. Include along with payment_credential to confirm payment and trigger processing. Also include alone to recover the current state.
segmentsarrayOrdered array of source-relative segments to cut and concatenate into the output. Single segment for a simple cut; multiple segments compose a single mp4 from non-contiguous moments — same flat $0.50 either way. Total summed duration capped at 30 minutes per call. Required on the first call.
source_job_idstringJob ID of any prior video job (find_clips, summarize, or video transcribe). Possessing this id is the capability — extract_clip is not session-bound, so a user can come back from a different session within the parent's TTL and still extract. Required on the first call.
include_transcriptbooleanDefault true. When true, the pipeline writes clip-srt + clip-words outputs stitched to match the assembled video. Set false to skip and just receive the .mp4.
payment_credentialstringMPP payment credential (full Authorization header value, e.g. "Payment eyJ..."). extract_clip accepts Tempo USDC and Stripe SPT — see the challenge's WWW-Authenticate header or /.well-known/mpp.json for the supported methods. Include with job_id after paying the challenge to start processing.
extract_vertical_clipCut 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 -1...7 params
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 -1...
Parameters* required
endnumberSource-relative end time in seconds (must be > start, and end - start ∈ [1, 90]). Required on the first call.
startnumberSource-relative start time in seconds. Required on the first call.
titlestringOptional title for the assembled clip. Surfaces in get_job_status and download filenames; doesn't affect the cut itself.
job_idstringJob ID returned from a previous extract_vertical_clip call. Include along with payment_credential to confirm payment and trigger processing. Also include alone to recover the current state.
profilestringOptional encoding profile. Default: tiktok-primary (1080×1920 H.264 fast preset, CRF 22, 6 Mbps cap). tiktok-primary-720p: 720×1280, CBR 3 Mbps — half-resolution mobile-optimized, ~40% faster wall time. instagram-reels: 1080×1920 H.264 slow preset, CBR 4 Mbps. instagram-stories: same encode shape as instagram-reels. All four apply loudness normalization to -14 LUFS / -1.5 dBTP.one of
tiktok-primary · tiktok-primary-720p · instagram-reels · instagram-storiessource_job_idstringJob ID of any prior video job (find_clips, summarize, or video transcribe). Possessing this id is the capability — extract_vertical_clip is not session-bound, so a user can come back from a different session within the parent's TTL and still extract. Required on the first call.
payment_credentialstringMPP payment credential (full Authorization header value, e.g. "Payment eyJ..."). extract_vertical_clip accepts Tempo USDC and Stripe SPT — see the challenge's WWW-Authenticate header or /.well-known/mpp.json for the supported methods. Include with job_id after paying the challenge to start processing.
complete_uploadConfirm 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 retri...1 params
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 retri...
Parameters* required
job_idstringThe job_id returned from a previous transcribe or summarize call.
get_job_statusCheck the status of a transcribe or summarize job. Returns the current state and, when completed, presigned download URLs for each output file (roles include `transcript`, `transcript-words`, and for summarize jobs also `summary`). Optionally pass `format` (srt, txt, vtt, json...2 params
Check the status of a transcribe or summarize job. Returns the current state and, when completed, presigned download URLs for each output file (roles include `transcript`, `transcript-words`, and for summarize jobs also `summary`). Optionally pass `format` (srt, txt, vtt, json...
Parameters* required
formatstringWhen the job is completed, return the transcript inline in this format instead of only a download URL. Options: "srt" (SubRip with timestamps), "txt" (plain text — no timestamps), "vtt" (WebVTT), "json" (v1, segments only), "words" (v2, segments + per-word timestamps matching /.well-known/weftly-transcript-v2.schema.json). Omit for download URLs only.one of
srt · txt · vtt · json · wordsjob_idstringThe job_id returned from a previous transcribe or summarize call.
mpp_smoke_testSmoke-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. "...1 params
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. "...
Parameters* required
payment_credentialstringMPP payment credential (full Authorization header value, e.g. "Payment eyJ...") obtained by paying the challenge returned from the first call. Include to verify payment and receive {paid: true}. Omit on the first call.
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
