Categories › Web & Browser › Web search engines & search APIs
Cited web research, transcription with word timestamps, and CSV/Excel cleaning with a change log.
Remote server: your requests and data go to patchwell.io. Claude Code: claude mcp add --transport http patchwell https://patchwell.io/mcp/ · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
transcribe — Transcribe speech in an audio or video file. Use it when you need the words in a recording, quotes with their time, who said what, or subtitresearch — Research a question on the live web and get an answer in which each sentence cites the page it came from. Use it for facts you can't answer listen_clip — Used by the transcript card to play a spot the speaker labels are unsure of. Free.get_job_result — Fetch the result of a long transcribe or research call that returned {"status": "running", "job_id"}. Call it again every 20 to 30 seconds uclean_data — Clean a messy spreadsheet or JSON export into typed, deduplicated records with a log of each change. Use it when a spreadsheet or export neeNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.