{"name":"io.github.RudrenduPaul/agent-observability","slug":"rudrendupaul-agent-observability","title":null,"description":"AI agent observability with deterministic record/replay for debugging agent failures.","url":"https://mcp.market/server/rudrendupaul-agent-observability","rating":null,"grade":"A","score":92,"certified":false,"status":"active","category":"ai","tags":["ai"],"presence":{"score":15,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-09-18T17:37:41.000Z","license":"Apache-2.0"},"uptime":null,"claimed":false,"transport":"pypi","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/RudrenduPaul/agent-observability","website":null,"version":"0.1.11","remotes":[],"packages":[{"registryType":"pypi","identifier":"agent-observability-trace-cli","version":"0.1.11","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"value":"agent-observability-trace-cli","type":"named","name":"--from"}],"packageArguments":[{"value":"agent-trace-mcp","type":"positional","valueHint":"script_name"}]}],"tools":[{"name":"run","description":"Shell out to `agent-trace <args...> --json` and return the parsed JSON result as a dict. Errors (non-zero exit, unparsable stdout) are returned as a dict with an \"error\" key rather than raised, so a calling agent gets a structured result either way.","write_action":true,"price_micros":0,"input_schema":null}],"scan":{"score":92,"grade":"A","scanned_at":"2026-09-23T21:39:09.175Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-23T21:39:09.120Z","components":{"code":{"score":25,"max":25,"notes":["55 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 5 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":"agent-observability-trace-cli","version":"0.1.11","found":true,"license":"Apache-2.0","dependencyCount":45,"publishedAt":"2026-08-10T20:24:48.854718Z","repositoryUrl":"https://github.com/RudrenduPaul/agent-observability"}],"repo":{"found":true,"owner":"RudrenduPaul","repo":"agent-observability","archived":false,"pushedAt":"2026-09-18T17:37:41Z","stars":0,"forks":0,"openIssues":10,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/38769913?v=4","ownerCreatedAt":"2018-04-26T21:59:35Z","license":"Apache-2.0"},"icon":{"url":"https://avatars.githubusercontent.com/u/38769913?v=4&s=128","source":"github"},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":"Apache-2.0","lastPushAt":"2026-09-18T17:37:41.000Z","score":15}}}},"grade_history":[],"reviews":[]}