{"name":"io.github.DavidNgugi/flowscope","slug":"davidngugi-flowscope","title":"FlowScope UX Flow Analyser","description":"Turn YouTube product demos into structured UX flow reports, and compare demos side by side.","url":"https://mcp.market/server/davidngugi-flowscope","rating":null,"grade":"B","score":83,"certified":false,"status":"active","category":"ecommerce","tags":["ecommerce","media"],"presence":{"score":35,"stars":2,"forks":1,"downloads_week":353,"last_push_at":"2026-10-12T10:03:33.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"pypi","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/DavidNgugi/flowscope","website":"https://github.com/DavidNgugi/flowscope","version":"0.1.1","remotes":[],"packages":[{"registryType":"pypi","registryBaseUrl":"https://pypi.org","identifier":"flowscope-mcp","version":"0.1.1","runtimeHint":"uvx","transport":{"type":"stdio"},"environmentVariables":[{"description":"Base URL of the running FlowScope backend. '/api' is appended if absent.","format":"string","default":"http://127.0.0.1:8000","name":"FLOWSCOPE_API_URL"},{"description":"Bearer token, only needed when the backend sits behind an authenticating proxy.","format":"string","isSecret":true,"name":"FLOWSCOPE_API_TOKEN"},{"description":"Default seconds that flowscope_analyze_video waits for a job before returning a job id.","format":"number","default":"900","name":"FLOWSCOPE_MAX_WAIT"}]}],"tools":[{"name":"flowscope_analyze_video","description":"Args: urls: YouTube video URLs to analyse. wait: Block until the analysis finishes (or the wait budget expires). wait_seconds: Override the wait budget in seconds. 0 uses the server default (FLOWSCOPE_MAX_WAIT, 900s). Ignored when wait is false. force: Re-analyse even if this video id is already stored. Costs money; only use it to deliberately replace an existing analysis. force_local_transcriptio","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_compare_videos","description":"Args: video_ids: Two or more FlowScope video ids that have finished analysing. force_refresh: Recompute even though a stored comparison exists.","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_delete_video","description":"Args: video_id: The FlowScope video id to delete. delete_media: Also delete the downloaded video and frame files from disk.","write_action":true,"price_micros":0,"input_schema":null},{"name":"flowscope_frame_image","description":"Args: video_id: The video the frame belongs to, from flowscope_get_report. frame_id: The frame_id field on any entry of that report's frames.","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_get_report","description":"Args: video_id: The FlowScope video id. max_frames: Maximum screens to include, evenly sampled across the flow. Use 0 for every screen. Defaults to 24 to keep the response small. include_transcript: Include the full transcript text. Off by default because it is long and the per-screen excerpts already carry the relevant narration.","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_health_check","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_job_status","description":"Args: video_id: The FlowScope video id returned by flowscope_analyze_video.","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_list_videos","description":"","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_reanalyze_video","description":"Args: video_id: The FlowScope video id to re-analyse.","write_action":false,"price_micros":0,"input_schema":null},{"name":"flowscope_retry_video","description":"Args: video_id: The FlowScope video id to retry.","write_action":false,"price_micros":0,"input_schema":null}],"scan":{"score":83,"grade":"B","scanned_at":"2026-10-14T05:23:10.563Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-10-14T05:23:10.557Z","components":{"code":{"score":25,"max":25,"notes":["10 source files scanned"]},"reliability":{"score":-1,"max":20,"notes":["no gateway calls yet and no remote to probe"]},"poisoning":{"score":-1,"max":15,"notes":["tools not inspected (local package is not executed); not counted"]},"auth":{"score":6,"max":15,"notes":["static API keys via environment variables"]},"maintenance":{"score":15,"max":15,"notes":["last push 2 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"packages":[{"registryType":"pypi","identifier":"flowscope-mcp","version":"0.1.1","found":true,"weeklyDownloads":353,"license":"MIT","dependencyCount":10,"publishedAt":"2026-10-07T00:56:26.221065Z","repositoryUrl":"https://github.com/DavidNgugi/flowscope"}],"repo":{"found":true,"owner":"DavidNgugi","repo":"flowscope","archived":false,"pushedAt":"2026-10-12T10:03:33Z","stars":2,"forks":1,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/5968269?v=4","ownerCreatedAt":"2013-11-18T11:16:21Z","license":"MIT"},"icon":{"url":"https://avatars.githubusercontent.com/u/5968269?v=4&s=128","source":"github"},"presence":{"stars":2,"forks":1,"downloadsWeek":353,"license":"MIT","lastPushAt":"2026-10-12T10:03:33.000Z","score":35}}}},"grade_history":[],"reviews":[]}