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"obs_dd268e273cdc45aaf32dc019", "target_kind": "MCP_REMOTE", "target_locator": "https://gingerguide.app/mcp" }, { "after_hash": "0193918f3e2c1138741e0b84e810d1dd4880f9980eed3f57e39a2b46708acbf9", "before_hash": "4d5ec0e5435654ca6f981f60821399de12f6245070df81a6683e8c36e8f4c5c3", "diff": { "changes": [ { "compatibility_class": "NON_BREAKING", "fact": "protocol version changed", "kind": "PROTOCOL_VERSION_CHANGED", "path": "protocolVersion", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 0, "NON_BREAKING": 1 }, "taxonomy_version": "1.0.0", "total": 1, "truncated": false }, "entry_sha256": "6a9655c2bd2800894d889ecb0fda621b9082778c00324132347b420075ec6d60", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-02T03:07:09Z", "previous_entry_sha256": "624df1daf54af519d7fd9c9a5fa7da30878ed1717d57d0053bd673fdabed6614", "receipt_id": "0f80766f-9a55-5e83-b430-da41baceb79d", "receipt_url": 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The same applies to every target." }, "conformance": { "findings": "GIVEN_TO_CALLER_ONLY", "meaning": "The rule catalogue this manifest was read against at the observed time. The finding codes go only to a caller who checks the URL (check_outcomes.ask.conformance).", "observed_at_utc": "2026-10-17T15:59:51Z", "protocol": "MCP", "rule_catalogue_route": "/v1/free/knowledge/conformance-rules", "rule_catalogue_version": "1.0.0" }, "corrections": { "contact": "https://www.gaipagents.com/contact", "exclusion": "https://www.gaipagents.com/v1/free/observatory/corrections/exclusion", "opt_out": "POST kind OPT_OUT to the route; the target is withdrawn from public view at once (a pause). The site's owner makes it permanent at https://www.gaipagents.com/v1/free/observatory/corrections/exclusion.", "queued_for_review": 0, "route": "https://www.gaipagents.com/v1/free/observatory/corrections" }, "declared_derivations": { "data_appetite": { "categories": {}, "fields_read": 4, "observed_at_utc": "2026-10-17T15:59:51Z", "tools_read": 4 }, "dependency_domains": [ { "domain": "github.com", "roles": [ "repository" ] } ], "last_observed_at_utc": "2026-10-17T15:59:51Z", "meaning": "Derived by GAIP from what this agent declared, at the stated time: the categories of data its tools' input fields ask for (counts, by keyword rules gaip.data-appetite-rules.v1), the outside domains its declarations point to, and the operator as the agent itself publishes it. Facts about declarations, not an assessment of the agent or its operator.", "operator": { "as_published": "app.gingerguide", "source_kind": "registry_namespace_domain" }, "rules_version": "gaip.data-appetite-rules.v1", "schema_version": "gaip.declared-derivations.v1" }, "latest": { "baseline_at_utc": "2026-09-29T08:44:08Z", "manifest_sha256": "b3c0d6711fc92ee5d9cf7056558c0b2adfaec345d029e7f1ec97ab2711ec0828", "observed_at_utc": "2026-10-17T15:59:51Z" }, "metadata_signals": { "meaning": "Pattern rules are published only as aggregate rates across all observed targets (see the summary), never per party. GAIP issues no overall verdict and does not rank parties.", "overall_verdict": null, "per_target_results": null, "published": "AGGREGATE_ONLY_IN_SUMMARY", "rules": [ { "rationale": "Zero-width, bidirectional-control and Unicode tag characters are not visible to a human reader but are read by language models. GAIP reports whether any occur; many have ordinary uses.", "rule_id": "OBS-SIG-001", "title": "Invisible or bidirectional-control Unicode characters in names or descriptions" }, { "rationale": "Tool and skill descriptions are read by models. GAIP reports whether a description contains phrases shaped like instructions to a model (the patterns in GAIP's public conformance rule catalogue, plus the phrases listed in the Observatory method). Such phrases can be benign.", "rule_id": "OBS-SIG-002", "title": "Instruction-like text in descriptions" }, { "rationale": "When a description refers to a tool name that only a different observed server publishes, a model using both servers may connect the two. GAIP reports whether such a reference occurs; shared names are common and often coincidental.", "rule_id": "OBS-SIG-003", "title": "Description names a tool published by a different observed server" }, { "rationale": "Declared OAuth scopes whose names contain wildcard or whole-account wording (*, all, admin, root, full) request wide access by name. GAIP reports whether such a scope name is declared; it does not know what the scope grants.", "rule_id": "OBS-SIG-004", "title": "Declared authorization scopes with broad-access wording" } ], "third_party_scanners": [ { "name": "Snyk agent-scan (formerly Invariant Labs mcp-scan)", "status": "NOT_RUN", "url": "https://github.com/snyk/agent-scan" }, { "name": "Cisco AI Defense MCP Scanner", "status": "NOT_RUN", "url": "https://github.com/cisco-ai-defense/mcp-scanner" } ] }, "method": "https://www.gaipagents.com/observatory", "notice": "Facts observed by GAIP at the stated time (UTC); they may be out of date. This is not an assessment of safety, quality, security, legality or trustworthiness of any party, and not a recommendation. To request a correction, add a right of reply or opt out, POST to https://www.gaipagents.com/v1/free/observatory/corrections or use https://www.gaipagents.com/contact.", "price_gbp": 0, "schema_version": "gaip.observatory.v1.target", "silent_changes_last_30_days": { "days": 30, "entries_read_at_most": 200, "kinds": [], "line": null, "meaning": "Weeks (ISO) in which GAIP recorded a change to the agent's declared tools or interface (tools added or removed, descriptions re-worded, input or output schema, behaviour labels, sign-in, terms or prices, endpoint host) and no declared version (registry or card version, serverInfo.version) moved that week. A week whose version movement is not recorded is not counted. Dated facts from the public change log; not an assessment of the agent.", "weeks": [], "weeks_with_silent_changes": 0 }, "snapshot": { "capabilities": [ "tools" ], "description": "Read-only European city sights: search, nearby, walking routes and itineraries in 6 languages.", "name": "app.gingerguide/catalog", "parts": [ "registry_server_json", "mcp_initialize_tools_list" ], "protocol": "MCP", "protocolVersion": "2025-11-25", "public_copy": "Text excerpts of at most 300 characters; input schemas and security schemes as SHA-256 and size only.", "remotes": [ { "type": "streamable-http", "url": "https://gingerguide.app/mcp" } ], "scopes": [], "serverInfo": { "name": "gingerguide", "version": "1.0.0" }, "title": "Gingerguide: European city walking tours", "tools": [ { "annotations": { "openWorldHint": false, "readOnlyHint": true }, "description": "Totals for the whole catalog (cities, sights, countries), the supported languages, and the app download links.", "inputSchema": { "bytes": 33, "published": "HASH_ONLY", "sha256": "efddc7bd8bbcef73a14eb1ace1ffdaec81e518ef1e13c1e9271d0b8acb694a49" }, "name": "get_catalog_overview", "title": "Catalog overview" }, { "annotations": { "openWorldHint": false, "readOnlyHint": true }, "description": "Get one city with all of its narrated sights (name, one-line description, category, coordinates, and visit minutes).", "inputSchema": { "bytes": 123, "published": "HASH_ONLY", "sha256": "f00f9c59d8476cef4523f57129aa72103de11185c965b8cfb50ec64d5284b003" }, "name": "get_city_guide", "title": "Get city guide" }, { "annotations": { "openWorldHint": false, "readOnlyHint": true }, "description": "List covered countries and how many cities each one has.", "inputSchema": { "bytes": 33, "published": "HASH_ONLY", "sha256": "efddc7bd8bbcef73a14eb1ace1ffdaec81e518ef1e13c1e9271d0b8acb694a49" }, "name": "list_countries", "title": "List countries" }, { "annotations": { "openWorldHint": false, "readOnlyHint": true }, "description": "Find Gingerguide cities by name or country. 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