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"version", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "description changed", "kind": "DESCRIPTION_CHANGED", "path": "description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 4, "NON_BREAKING": 7 }, "taxonomy_version": "1.0.0", "total": 11, "truncated": false }, "entry_sha256": "daa2373a116f7c934b4937dbd2a17223c238ecef1b90470a96b35ecc65c547aa", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED", "TOOL_LIST_OR_TOOL_TEXT_CHANGED" ], "observed_at_utc": "2026-10-19T03:26:57Z", "previous_entry_sha256": "7be199f7e7470d00ee4e13ee192ce40b4f3103bd0a861e18653ca1cbebfeac77", "receipt_id": "511f2c88-5822-58bb-b36a-4e655483e550", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/511f2c88-5822-58bb-b36a-4e655483e550", "sequence": 37119, "target_id": "obs_f15d32f49682575502d5c0aa", "target_kind": "MCP_REMOTE", "target_locator": "https://buildersinfintech.ai/mcp" }, { "after_hash": "ab93702bc1f64df07eb90c934d9fd30562c868d336ff866abf4315ba248765b2", "before_hash": "927150ab73ba65efdf80ef1bb6e69cb148f614394251a51e6c6628a4b7d74cde", "diff": { "changes": [ { "compatibility_class": "NON_BREAKING", "fact": "tool added", "kind": "TOOL_ADDED", "path": "tools[get_daily_digest]", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "tool description changed", "kind": "TOOL_DESCRIPTION_CHANGED", "path": "tools[search_content].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "version patch", "kind": "VERSION_PATCH", "path": "version", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "description changed", "kind": "DESCRIPTION_CHANGED", "path": "description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 3, "NON_BREAKING": 1 }, "taxonomy_version": "1.0.0", "total": 4, "truncated": false }, "entry_sha256": 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response time, conformance findings) are given only to a caller who asks about the URL, never on a public page, list or feed. 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": "2026-10-21T05:55:08Z", "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": 80, "observed_at_utc": "2026-10-21T05:55:08Z", "tools_read": 23 }, "dependency_domains": [], "last_observed_at_utc": "2026-10-21T05:55:08Z", "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": "ai.buildersinfintech", "source_kind": "registry_namespace_domain" }, "rules_version": "gaip.data-appetite-rules.v1", "schema_version": "gaip.declared-derivations.v1" }, "latest": { "baseline_at_utc": "2026-10-04T22:13:18Z", "manifest_sha256": "38aedb5fa9bd3b5c3fc5cb1cab3ac76c02bb4313c29136adb8dd0006fc89224f", "observed_at_utc": "2026-10-21T05:55:08Z" }, "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. 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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": [ "prompts", "tools" ], "description": "Fintech companies, products, investors, funding rounds, news, podcast. 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