{"name":"io.github.OpenHCSDev/openhcs","slug":"openhcsdev-openhcs","title":"OpenHCS","description":"Inspect, author, validate, and run high-content microscopy workflows.","url":"https://mcp.market/server/openhcsdev-openhcs","rating":null,"grade":"B","score":83,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":38,"stars":6,"forks":1,"downloads_week":252,"last_push_at":"2026-10-15T11:48:24.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"pypi","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/OpenHCSDev/OpenHCS","website":"https://openhcs.readthedocs.io/","version":"0.8.6","remotes":[],"packages":[{"registryType":"pypi","registryBaseUrl":"https://pypi.org","identifier":"openhcs","version":"0.8.6","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"description":"Install the matching OpenHCS GUI, MCP, Napari, and Fiji dependencies.","value":"openhcs[gui,mcp,viz]==0.8.6","type":"named","name":"--with"}],"packageArguments":[{"value":"mcp","type":"positional"}]}],"tools":[{"name":"openhcs_bootstrap_failure","description":"Return the OpenHCS MCP startup failure payload.","write_action":false,"price_micros":0,"input_schema":null},{"name":"openhcs_health_check","description":"Report why the full OpenHCS MCP server could not start.","write_action":false,"price_micros":0,"input_schema":null}],"scan":{"score":83,"grade":"B","scanned_at":"2026-10-15T11:59:18.210Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-10-15T11:59:18.331Z","components":{"code":{"score":20,"max":25,"notes":["691 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":12,"max":15,"notes":["local package, no credentials required"]},"maintenance":{"score":15,"max":15,"notes":["last push 0 days ago"]},"identity":{"score":7,"max":10,"notes":["registry namespace matches repository owner"]}},"findings":[{"id":"exec.eval","severity":"medium","component":"code","title":"eval / new Function used","evidence":"openhcs-0.8.6/openhcs/processing/backends/analysis/dxf_mask_pipeline.py: …torch().to(device) registration_cnn.eval() for z_idx in range(Z): im…"}],"inputs":{"packages":[{"registryType":"pypi","identifier":"openhcs","version":"0.8.6","found":true,"weeklyDownloads":252,"license":"MIT","dependencyCount":107,"publishedAt":"2026-09-19T23:54:19.769149Z","repositoryUrl":"https://github.com/OpenHCSDev/OpenHCS"}],"repo":{"found":true,"owner":"OpenHCSDev","repo":"OpenHCS","archived":false,"pushedAt":"2026-10-15T11:48:24Z","stars":6,"forks":1,"openIssues":19,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/254549482?v=4","ownerCreatedAt":"2026-01-12T21:14:57Z","license":"MIT"},"icon":{"url":"https://avatars.githubusercontent.com/u/254549482?v=4&s=128","source":"registry","width":128,"height":128},"presence":{"stars":6,"forks":1,"downloadsWeek":252,"license":"MIT","lastPushAt":"2026-10-15T11:48:24.000Z","score":38}}}},"grade_history":[{"kind":"restore","fromGrade":"C","toGrade":"B","reason":"score 83: eval / new Function used","createdAt":"2026-09-19T21:04:02.817Z"}],"reviews":[]}