{"source":{"cite":"Lowdown (https://github.com/PetShopBros/lowdown-data), retrieved 2026-10-30, CC BY 4.0","name":"Lowdown","lookup":"https://lowdown-proxy.vercel.app/api/reputation/mcp:ai.analyticslegends/sap-analytics","dataset":"https://github.com/PetShopBros/lowdown-data","license":"CC BY 4.0","feedback":"https://lowdown-proxy.vercel.app/api/feedback","freshness":"Lowdown observes servers daily, so this record changes from day to day. A copy older than 1 day may be outdated: query the lookup URL for the current record before relying on it.","menu_card":"https://lowdown-proxy.vercel.app/menu.json","license_url":"https://creativecommons.org/licenses/by/4.0/","retrieved_at":"2026-10-30T08:11:37.867Z","license_applies_to":"registry and scanner blocks (MCP Registry records and Lowdown Scanner observations)"},"status":{"basis":"One check per day from one network location: POST initialize, then tools/list; no tool calls and no credentials. A day without a check is not counted as a failure and ends a consecutive run. When remotes differ on a day, the day is mixed. Recorded facts, not a score or an availability measure.","stale":false,"state":"answered","checks_30d":{"mixed":0,"answered":12,"observed":12,"no_response":0,"auth_required":0},"definition":{"id":"target_status","version":1},"tool_count":22,"computed_at":"2026-10-30T03:37:00.219Z","latest_check":"2026-10-30","remote_states":{"answered":1},"consecutive_days":12,"consecutive_break":"no_earlier_observation","consecutive_since":"2026-10-19","observation_basis":"fixed_cohort","days_since_latest_check":0},"target":"mcp:ai.analyticslegends/sap-analytics","message":"Answered initialize and tools/list on all 12 daily checks recorded in the last 30 days (2026-10-19 to 2026-10-30); 22 tools listed. MCP Registry declaration recorded; observed daily by Lowdown Scanner since 2026-10-19; tool definitions last changed on 2026-10-28 after 2 days without change; no agent-reported interactions.","scanner":{"note":"Observed by Lowdown Scanner (initialize + tools/list only; no tool calls). Not included in success_rate.","tools":{"count":22,"names":["count_firms_by","find_academy_modules","find_opportunities","find_partner_candidates","find_sap_clients","get_academy_module","get_concept","get_concept_card","get_day_rate_benchmark","get_expansion_brief","get_firm","get_firm_intel","get_sap_client_profile","get_study","list_firm_kinds","list_freelance_platforms","list_sap_modules","list_studies","query_knowledge_graph","search_concepts","search_firms","search_news"],"partial":false,"observed_at":"2026-10-30T01:17:38.869+00:00","set_first_observed_at":"2026-10-20T18:16:10.822+00:00"},"latest":{"error_type":null,"latency_ms":737,"tool_count":22,"http_status":200,"schema_hash":"ef719208a145cb72","reached_level":2,"server_version":"1.1.0"},"method":{"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","vantage":"One network location (GitHub Actions). A timeout or refusal means not reachable from there, not necessarily from everywhere.","requests":"POST initialize, then tools/list. No tool calls and no authentication.","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)."},"target":"mcp:ai.analyticslegends/sap-analytics","cohorts":["2026-10-19-v2","2026-10-29-v3"],"daily_30d":[{"day":"2026-10-19","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":null,"retry_reached_level":null},{"day":"2026-10-20","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null},{"day":"2026-10-21","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null},{"day":"2026-10-22","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null},{"day":"2026-10-23","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null},{"day":"2026-10-24","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":true,"retry_reached_level":null},{"day":"2026-10-25","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":true,"retry_reached_level":null},{"day":"2026-10-26","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":true,"retry_reached_level":null},{"day":"2026-10-27","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null},{"day":"2026-10-28","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null},{"day":"2026-10-29","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null},{"day":"2026-10-30","remotes":1,"error_type":null,"tool_count":22,"http_status":200,"reached_level":2,"tools_changed":false,"retry_reached_level":null}],"in_sample":true,"missing_days":[],"last_observed_at":"2026-10-30T01:17:38.869+00:00","observations_30d":12,"remotes_observed":1,"first_observed_at":"2026-10-19T06:27:22.633+00:00","observation_basis":"fixed_cohort","definition_changes":{"note":"Tool definitions changed on 4 of 11 compared days.","basis":"Each daily observation is compared with the previous one from the same remote URL, using hashes of tool schemas, descriptions and names. Description text is not returned. A change is a recorded fact, not a judgment about the server.","events":[{"day":"2026-10-28","kinds":["description_changed"],"new_flags":[],"compared_with":"2026-10-27","returned_to_earlier_definition":false},{"day":"2026-10-26","kinds":["schema_changed"],"new_flags":[],"compared_with":"2026-10-25","returned_to_earlier_definition":false},{"day":"2026-10-25","kinds":["schema_changed"],"new_flags":[],"compared_with":"2026-10-24","returned_to_earlier_definition":false},{"day":"2026-10-24","kinds":["schema_changed"],"new_flags":[],"compared_with":"2026-10-23","returned_to_earlier_definition":false}],"pattern":"changed","change_days":4,"last_change":"2026-10-28","compared_days":11,"observed_days":12,"first_compared_day":"2026-10-19","content_flags_basis":"new_flags lists content markers that appeared with a change, compared with the previous tool set from the same remote: description_url (a tool description contains an http(s) URL; domains that were not in the previous set are listed), hidden_direction_controls (text-direction control characters U+200E-200F, U+202A-202E, U+2066-2069), hidden_tag_characters (Unicode tag characters U+E0000-E007F), hidden_zero_width (U+200B, U+2060-2064, U+FEFF) and hidden_joiners (U+200C-200D, used in normal writing of Persian, Arabic and Indic scripts and in emoji). Only the first three are stated in the first sentence. Computed from the tool definitions Lowdown stored; the text is not returned. null means not checked. A marker is a recorded fact, not a judgment.","content_flags_checked":true,"days_since_last_change":2,"stable_days_before_last_change":2},"schema_versions_30d":4,"declared_vs_observed":{"declared_hosts":["analyticslegends.ai"],"observed_hosts":["analyticslegends.ai"],"declared_version":"1.1.0","observed_server_version":"1.1.0"},"status_distribution_30d":{"200":12}},"registry":{"name":"ai.analyticslegends/sap-analytics","note":"Recorded from Lowdown's first Registry snapshot (2026-10-19); first_recorded_at is not when the entry first appeared in the Registry.","listed":true,"status":"active","removed_at":null,"changes_30d":[],"remote_hosts":["analyticslegends.ai"],"declared_version":"1.1.0","declares_packages":false,"first_recorded_at":"2026-10-19T06:19:52.681+00:00","recorded_since_baseline":true},"confidence":"none","interactions":0,"success_rate":null,"resolved_target":"mcp:ai.analyticslegends/sap-analytics"}