{"name":"io.github.groundlens-dev/groundlens","slug":"groundlens-dev-groundlens","title":"GroundLens","description":"Guardrails for LLM answers: exact checks against sources, PASS/REVIEW/FAIL, signed records.","url":"https://mcp.market/server/groundlens-dev-groundlens","rating":null,"grade":"A","score":89,"certified":false,"status":"active","category":"ai","tags":["ai"],"presence":{"score":38,"stars":7,"forks":4,"downloads_week":151,"last_push_at":"2026-10-31T20:53:14.000Z","license":"Apache-2.0"},"uptime":null,"claimed":false,"transport":"pypi","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/groundlens-dev/groundlens","website":"https://groundlens.dev","version":"6.0.5","remotes":[],"packages":[{"registryType":"pypi","identifier":"groundlens","version":"6.0.5","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"description":"The package with its MCP extra.","value":"groundlens[mcp]","type":"named","name":"--from"}],"packageArguments":[{"description":"The subcommand that runs the MCP server over stdio.","value":"mcp","type":"positional"}]}],"tools":[{"name":"verify_answer","description":"Check an answer against the passages it was written from, before you send it.","write_action":false,"price_micros":0,"input_schema":null},{"name":"verify_records","description":"Verify a log of records offline: every hash, every link, every signature.","write_action":false,"price_micros":0,"input_schema":null},{"name":"verify_run","description":"Verify an MCP execution trace under an execution policy and return the run record.","write_action":true,"price_micros":0,"input_schema":null}],"scan":{"score":89,"grade":"A","scanned_at":"2026-11-01T13:27:17.220Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-11-01T13:27:17.186Z","components":{"code":{"score":25,"max":25,"notes":["36 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 1 days ago"]},"identity":{"score":6,"max":10,"notes":["registry namespace matches repository owner"]}},"findings":[],"inputs":{"packages":[{"registryType":"pypi","identifier":"groundlens","version":"6.0.5","found":true,"weeklyDownloads":151,"license":"Apache-2.0","dependencyCount":4,"publishedAt":"2026-10-16T10:12:52.573538Z","repositoryUrl":"https://github.com/groundlens-dev/groundlens"}],"repo":{"found":true,"owner":"groundlens-dev","repo":"groundlens","archived":false,"pushedAt":"2026-10-31T20:53:14Z","stars":7,"forks":4,"openIssues":4,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/283118079?v=4","ownerCreatedAt":"2026-05-09T08:56:55Z","license":"Apache-2.0"},"icon":{"url":"https://avatars.githubusercontent.com/u/283118079?v=4&s=128","source":"registry","width":128,"height":128},"presence":{"stars":7,"forks":4,"downloadsWeek":151,"license":"Apache-2.0","lastPushAt":"2026-10-31T20:53:14.000Z","score":38}}}},"grade_history":[],"reviews":[]}