{"id":2496853,"recorded_at":"2026-11-03T01:20:13.501152Z","observed_at":"2026-11-03T01:20:13.501009Z","subject_kind":"endpoint","subject":"b288b652-ad5f-44d3-8448-a2287a063013","kind":"mcp.tools","method":"probe.mcp/1","body":{"count":14,"tools":[{"description":"A public web page with the results of a completed job, for your user to open or send to others. Anyone with the link can see it until the job expires.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"job_id":{"description":"job_id returned by transcribe_url or create_upload.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"robot_key":{"description":"The robot_key you received with your first job. Required to read or start your jobs.","type":"string"}},"required":["job_id","robot_key"],"type":"object"},"name":"create_share_link"},{"description":"For a file that is neither a public link nor attached in a ChatGPT chat (for example a file attached in another chat app). Returns upload_url (send the file there with an HTTP PUT, then call start_transcription) and upload_page_url (a page where your user uploads the file in a browser instead; the transcription then starts by itself).","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"action_items":{"description":"Also extract action items when the transcript is ready.","type":"boolean"},"content_type":{"description":"MIME type, e.g. \"audio/mpeg\" or \"video/mp4\".","maxLength":100,"type":"string"},"filename":{"description":"File name including extension, e.g. \"meeting.mp3\".","maxLength":255,"minLength":1,"type":"string"},"language":{"description":"ISO 639-1 code such as \"en\". Omit to auto-detect.","maxLength":16,"type":"string"},"model":{"description":"Default \"mai-transcribe\". See get_service_info.","enum":["whisper","mai-transcribe","gemini-transcribe"],"type":"string"},"robot_key":{"description":"Pass the robot_key from your earlier jobs so all your jobs stay together. Omit on your very first call — a new one is returned.","type":"string"},"size_bytes":{"description":"Exact file size in bytes (max 2 GB).","exclusiveMinimum":0,"maximum":9007199254740991,"type":"integer"},"speaker_labels":{"description":"Label who speaks when.","type":"boolean"},"summary":{"description":"Also write an AI summary when the transcript is ready.","type":"boolean"},"translate_to_english":{"description":"Translate the speech to English while transcribing. Only with model \"whisper\".","type":"boolean"}},"required":["filename","content_type","size_bytes"],"type":"object"},"name":"create_upload"},{"description":"Delete the uploaded file, the transcript and all other results of a job right away, instead of waiting for the automatic deletion within 24 hours of its creation. Cannot be undone.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"job_id":{"description":"job_id returned by transcribe_url or create_upload.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"robot_key":{"description":"The robot_key you received with your first job. Required to read or start your jobs.","type":"string"}},"required":["job_id","robot_key"],"type":"object"},"name":"delete_job"},{"description":"Price for transcribing a recording of a given length (EUR, plus price_usdc when USDC is on). For a robot linked to its user's account it also shows the user's free minutes left today, balance and daily limit left.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"duration_minutes":{"description":"Length of the recording in minutes.","exclusiveMinimum":0,"maximum":1440,"type":"number"},"robot_key":{"description":"Pass the robot_key from your earlier jobs so all your jobs stay together. Omit on your very first call — a new one is returned.","type":"string"}},"required":["duration_minutes"],"type":"object"},"name":"estimate_cost"},{"description":"Status and results of one job whose job_id you have (from transcribe_url, transcribe_file or create_upload; list_jobs finds a lost job_id). While status is \"waiting_for_upload\", \"queued\" or \"processing\", call it again every 10-20 seconds; each answer has a next_step. \"completed\": the transcript in the chosen format, download links and zip_url (all results in one ZIP), plus summary, action_items and translations when requested. \"payment_required\": a preview of the first 100 words and a payment_url to show your user; call get_job again after they pay. \"failed\": an error message. \"deleted\": the files are gone (within 24 hours of the job being created, or delete_job).","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"format":{"description":"Transcript format. \"txt\" (default): plain text. \"srt\" or \"vtt\": subtitles with timecodes. \"timed\": timestamps per segment, with speaker names if the job was created with speaker_labels: true.","enum":["txt","srt","vtt","timed"],"type":"string"},"job_id":{"description":"job_id returned by transcribe_url or create_upload.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"robot_key":{"description":"The robot_key you received with your first job. 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Takes no parameters and changes nothing.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{},"type":"object"},"name":"get_service_info"},{"description":"Your jobs that still exist (jobs are deleted within 24 hours of being created), newest first, with their status.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"robot_key":{"description":"The robot_key you received with your first job. Required to read or start your jobs.","type":"string"}},"required":["robot_key"],"type":"object"},"name":"list_jobs"},{"description":"Pay for the full transcript of a job whose get_job status is \"payment_required\", with USDC on Tempo or a card your user shared through a Stripe Shared Payment Token (MPP). Call without payment: you get a payment challenge with the exact price — in EUR for a card, in USDC for Tempo. Your MPP client pays it and calls again. Without an MPP wallet, show payment_url from get_job to your user instead.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"job_id":{"description":"job_id returned by transcribe_url or create_upload.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"robot_key":{"description":"The robot_key you received with your first job. Required to read or start your jobs.","type":"string"}},"required":["job_id","robot_key"],"type":"object"},"name":"pay_job"},{"description":"Ask for an AI summary or action items of a completed job. Returns at once; the result appears in get_job (\"summary\" / \"action_items\").","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"job_id":{"description":"job_id returned by transcribe_url or create_upload.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"robot_key":{"description":"The robot_key you received with your first job. Required to read or start your jobs.","type":"string"},"type":{"description":"\"summary\" or \"action_items\".","enum":["summary","action_items"],"type":"string"}},"required":["job_id","robot_key","type"],"type":"object"},"name":"request_summary"},{"description":"Tell the convert.express team about a bug, a missing feature, or a question — from you or your user. A human reads every message; there is no automatic reply. Include reply_email only if your user wants an answer.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"message":{"description":"The message in plain text. Up to 2000 characters are kept.","maxLength":4000,"minLength":1,"type":"string"},"reply_email":{"description":"Email address for a human reply, only with your user's consent.","maxLength":254,"type":"string"},"robot_key":{"description":"Pass the robot_key from your earlier jobs so all your jobs stay together. Omit on your very first call — a new one is returned.","type":"string"},"type":{"description":"What kind of message this is.","enum":["feature_request","bug","question","other"],"type":"string"}},"required":["type","message"],"type":"object"},"name":"send_feedback"},{"description":"Call after the PUT to upload_url has finished. Checks the file arrived and queues it.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"job_id":{"description":"job_id returned by transcribe_url or create_upload.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"robot_key":{"description":"The robot_key you received with your first job. Required to read or start your jobs.","type":"string"}},"required":["job_id","robot_key"],"type":"object"},"name":"start_transcription"},{"description":"Start transcribing an audio or video file your user attached in a ChatGPT chat. ChatGPT fills in a temporary download link and convert.express downloads the file from it. Other chat apps cannot fill in that link: use create_upload for files attached there. Returns job_id; then poll get_job.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"action_items":{"description":"Also extract action items when the transcript is ready.","type":"boolean"},"file":{"description":"An audio or video file your user attached in a ChatGPT chat.","properties":{"download_url":{"description":"Temporary https:// link to the file, filled in by the chat client.","maxLength":4096,"type":"string"},"file_id":{"description":"The chat client's id for the file.","maxLength":200,"type":"string"},"file_name":{"description":"Original file name, shown in the job.","maxLength":255,"type":"string"},"mime_type":{"description":"MIME type, e.g. \"audio/mpeg\".","maxLength":100,"type":"string"}},"required":["download_url","file_id"],"type":"object"},"language":{"description":"ISO 639-1 code such as \"en\". Omit to auto-detect.","maxLength":16,"type":"string"},"model":{"description":"Default \"mai-transcribe\". 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Returns job_id and robot_key; then poll get_job.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"action_items":{"description":"Also extract action items when the transcript is ready.","type":"boolean"},"language":{"description":"ISO 639-1 code such as \"en\". Omit to auto-detect.","maxLength":16,"type":"string"},"model":{"description":"Default \"mai-transcribe\". See get_service_info.","enum":["whisper","mai-transcribe","gemini-transcribe"],"type":"string"},"robot_key":{"description":"Pass the robot_key from your earlier jobs so all your jobs stay together. Omit on your very first call — a new one is returned.","type":"string"},"speaker_labels":{"description":"Label who speaks when.","type":"boolean"},"summary":{"description":"Also write an AI summary when the transcript is ready.","type":"boolean"},"translate_to_english":{"description":"Translate the speech to English while transcribing. 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