{"target":"mcp:io.github.Nutshell2000/agent-data-tools","resolved_target":"mcp:io.github.Nutshell2000/agent-data-tools","message":"MCP Registry declaration recorded; observed daily by Lowdown Scanner since 2026-10-19; tool definitions change on most observed days (7 of 7); no agent-reported interactions.","registry":{"listed":true,"name":"io.github.Nutshell2000/agent-data-tools","declared_version":"1.80.0","status":"active","removed_at":null,"remote_hosts":["agent-data-tools.revmesh2074.workers.dev"],"declares_packages":false,"first_recorded_at":"2026-10-19T06:19:52.681+00:00","recorded_since_baseline":true,"changes_30d":[{"on":"2026-10-26","kind":"version","old":"1.68.0","new":"1.80.0"},{"on":"2026-10-26","kind":"description"},{"on":"2026-10-25","kind":"version","old":"1.52.0","new":"1.68.0"},{"on":"2026-10-25","kind":"description"},{"on":"2026-10-24","kind":"version","old":"1.47.15","new":"1.52.0"},{"on":"2026-10-24","kind":"description"},{"on":"2026-10-22","kind":"version","old":"1.44.0","new":"1.47.15"},{"on":"2026-10-22","kind":"description"},{"on":"2026-10-21","kind":"version","old":"1.41.0","new":"1.44.0"},{"on":"2026-10-20","kind":"version","old":"1.25.0","new":"1.41.0"},{"on":"2026-10-20","kind":"description"}],"note":"Recorded from Lowdown's first Registry snapshot (2026-10-19); first_recorded_at is not when the entry first appeared in the Registry."},"scanner":{"target":"mcp:io.github.Nutshell2000/agent-data-tools","last_observed_at":"2026-10-26T01:23:23.611+00:00","observations_30d":8,"remotes_observed":1,"latest":{"reached_level":2,"http_status":200,"error_type":null,"latency_ms":330,"tool_count":333,"schema_hash":"edce5ba0a1c69445","server_version":"1.80.0"},"schema_versions_30d":8,"status_distribution_30d":{"200":8},"in_sample":true,"observation_basis":"fixed_cohort","cohorts":["2026-10-19-v2"],"first_observed_at":"2026-10-19T06:24:05.962+00:00","definition_changes":{"pattern":"changes_on_most_days","observed_days":8,"compared_days":7,"change_days":7,"first_compared_day":"2026-10-19","last_change":"2026-10-26","days_since_last_change":0,"stable_days_before_last_change":1,"events":[{"day":"2026-10-26","kinds":["schema_changed","description_changed","tool_names_changed","server_version_changed"],"tool_count":{"from":302,"to":333},"server_version":{"from":"1.68.0","to":"1.80.0"},"returned_to_earlier_definition":false,"compared_with":"2026-10-25"},{"day":"2026-10-25","kinds":["schema_changed","description_changed","tool_names_changed","server_version_changed"],"tool_count":{"from":237,"to":302},"server_version":{"from":"1.52.0","to":"1.68.0"},"returned_to_earlier_definition":false,"compared_with":"2026-10-24"},{"day":"2026-10-24","kinds":["schema_changed","description_changed","tool_names_changed","server_version_changed"],"tool_count":{"from":187,"to":237},"server_version":{"from":"1.50.5","to":"1.52.0"},"returned_to_earlier_definition":false,"compared_with":"2026-10-23"},{"day":"2026-10-23","kinds":["schema_changed","description_changed","tool_names_changed","server_version_changed"],"tool_count":{"from":181,"to":187},"server_version":{"from":"1.48.0","to":"1.50.5"},"returned_to_earlier_definition":false,"compared_with":"2026-10-22"},{"day":"2026-10-22","kinds":["schema_changed","description_changed","tool_names_changed","server_version_changed"],"tool_count":{"from":179,"to":181},"server_version":{"from":"1.44.0","to":"1.48.0"},"returned_to_earlier_definition":false,"compared_with":"2026-10-21"}],"note":"Tool definitions changed on 7 of 7 compared days. 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No tool calls and no authentication.","vantage":"One network location (GitHub Actions). A timeout or refusal means not reachable from there, not necessarily from everywhere.","frequency":"Once per day, for a fixed sample of MCP Registry entries with a streamable-http remote, plus entries looked up through this API (observation_basis: on_request, observed from the day after the lookup).","limits":"Each row is a single probe at one moment. It is not a measure of availability or uptime, and not a score.","dataset":"https://github.com/PetShopBros/lowdown-data"},"note":"Observed by Lowdown Scanner (initialize + tools/list only; no tool calls). Not included in success_rate."},"interactions":0,"success_rate":null,"confidence":"none","source":{"name":"Lowdown","lookup":"https://lowdown-proxy.vercel.app/api/reputation/mcp:io.github.Nutshell2000/agent-data-tools","dataset":"https://github.com/PetShopBros/lowdown-data","license":"CC BY 4.0","license_url":"https://creativecommons.org/licenses/by/4.0/","license_applies_to":"registry and scanner blocks (MCP Registry records and Lowdown Scanner observations)","retrieved_at":"2026-10-26T07:15:29.198Z","cite":"Lowdown (https://github.com/PetShopBros/lowdown-data), retrieved 2026-10-26, CC BY 4.0"}}