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            "path": "tools[resolution-verdict]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "BREAKING",
            "fact": "tool removed",
            "kind": "TOOL_REMOVED",
            "path": "tools[sanctions-screen]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "BREAKING",
            "fact": "tool removed",
            "kind": "TOOL_REMOVED",
            "path": "tools[security-posture]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "BREAKING",
            "fact": "tool removed",
            "kind": "TOOL_REMOVED",
            "path": "tools[shipping-alpha]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "BREAKING",
            "fact": "tool removed",
            "kind": "TOOL_REMOVED",
            "path": "tools[translate]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[basis-btc]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[deliverability]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[dnsdomain]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[doaj-article-search]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[npm-downloads-range]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[nyfed-all-reference-rates-latest]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[rocketpool-reth-apr-validators]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[sourcify-contract-verification]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[stablecoin-peg]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[token-verdict-base]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[who-gho-indicator-timeseries]",
            "security_relevant_field": false
          },
          {
            "compatibility_class": "NON_BREAKING",
            "fact": "tool added",
            "kind": "TOOL_ADDED",
            "path": "tools[wikidata-entity-search]",
            "security_relevant_field": false
          }
        ],
        "classified": true,
        "counts_by_class": {
          "BREAKING": 12,
          "INFO": 0,
          "NON_BREAKING": 12
        },
        "taxonomy_version": "1.0.0",
        "total": 24,
        "truncated": false
      },
      "entry_sha256": "b1e3d76b50fcf93ac78402041860194402ea97905eaae3279ad9efe0d0957400",
      "evidence_class": "MANIFEST_CHANGE",
      "labels": [
        "MANIFEST_CHANGED",
        "TOOL_LIST_OR_TOOL_TEXT_CHANGED"
      ],
      "observed_at_utc": "2026-10-03T07:53:20Z",
      "previous_entry_sha256": "b16833034354b1130bb65753e31ef60047b4d41e5ee4fa9af9845f0d2ae971aa",
      "receipt_id": "e8d867ee-fc4c-57b2-8a9f-bfca8049447c",
      "receipt_url": "https://www.gaipagents.com/v1/free/receipts/e8d867ee-fc4c-57b2-8a9f-bfca8049447c",
      "sequence": 8055,
      "target_id": "obs_61c3fc37a31054bac3bbf177",
      "target_kind": "MCP_REMOTE",
      "target_locator": "https://mcp.hergertsynthora.com/mcp"
    }
  ],
  "check_outcomes": {
    "ask": {
      "changed_since": "https://www.gaipagents.com/v1/free/observatory/changed-since?url=<endpoint>",
      "changes_and_reachability": "https://www.gaipagents.com/v1/free/changes/subscribe?url=<endpoint>",
      "conformance": "https://www.gaipagents.com/v1/free/conformance/check?url=<endpoint>"
    },
    "published": false,
    "why": "Outcomes of GAIP's own checks (whether the endpoint answered, HTTP status, 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": "2026-10-17T10:35:13Z",
    "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": 47,
      "observed_at_utc": "2026-10-17T10:35:13Z",
      "tools_read": 27
    },
    "dependency_domains": [],
    "last_observed_at_utc": "2026-10-17T10:35:13Z",
    "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": "com.hergertsynthora",
      "source_kind": "registry_namespace_domain"
    },
    "rules_version": "gaip.data-appetite-rules.v1",
    "schema_version": "gaip.declared-derivations.v1"
  },
  "latest": {
    "baseline_at_utc": "2026-10-01T10:25:57Z",
    "manifest_sha256": "67d32c30f4f6497da163262b5bd2ec2d94c25878cc0e2ba7a3a332ccf9021f2e",
    "observed_at_utc": "2026-10-17T10:35:13Z"
  },
  "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": [
      "input_or_output_format_changed",
      "tool_changed_past_the_64_kept_in_full",
      "tool_descriptions_reworded",
      "tools_added",
      "tools_removed"
    ],
    "line": "In the last 30 days its declared tools or interface changed with no declared version change in 2 weeks: 2026-W40 (2026-10-03, 2026-10-04); 2026-W41 (2026-10-05, 2026-10-06, 2026-10-07); kinds: input or output schema changed, a tool past the 64 kept in full changed, tool descriptions re-worded, tools added, tools removed.",
    "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": [
      {
        "dates": [
          "2026-10-03",
          "2026-10-04"
        ],
        "kinds": [
          "tool_changed_past_the_64_kept_in_full",
          "tools_added",
          "tools_removed"
        ],
        "week": "2026-W40"
      },
      {
        "dates": [
          "2026-10-05",
          "2026-10-06",
          "2026-10-07"
        ],
        "kinds": [
          "input_or_output_format_changed",
          "tool_descriptions_reworded",
          "tools_added",
          "tools_removed"
        ],
        "week": "2026-W41"
      }
    ],
    "weeks_with_silent_changes": 2
  },
  "snapshot": {
    "capabilities": [
      "tools"
    ],
    "description": "Calibrated intelligence via x402 (USDC Base). ERC-8004 #84581: 272 payments, 49 wallets.",
    "name": "com.hergertsynthora/synthora-x402",
    "parts": [
      "registry_server_json",
      "mcp_initialize_tools_list"
    ],
    "protocol": "MCP",
    "protocolVersion": "2025-06-18",
    "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://mcp.hergertsynthora.com/mcp"
      }
    ],
    "scopes": [],
    "serverInfo": {
      "name": "synthora-mcp",
      "version": "1.3.0"
    },
    "title": "SYNTHORA x402 Intelligence Mesh",
    "tools": [
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Calidad del aire modelada"
        },
        "description": "SYNTHORA air-quality: live air quality for any city or lat,lon \u2014 PM2.5/PM10/ozone/NO2, EU and US AQI, and a WHO-threshold operational verdict (good/moderate/harmful). Source: open-meteo Air Quality (CAMS/ESA Copernicus), free, no key. $0.01 USDC x402 Base. [x402: 0.01 USDC per call on Base]",
        "inputSchema": {
          "bytes": 329,
          "published": "HASH_ONLY",
          "sha256": "75f0541b0f3bbf5a7edb8a50fb6add0fa5df81188543201a2c44c614e1cbcbac"
        },
        "name": "air_quality",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Comisiones Bitcoin"
        },
        "description": "SYNTHORA bitcoin-fees: Bitcoin fee tiers in sat/vB (fastest/half-hour/hour/economy/minimum) plus current block height. Source: mempool.space public API, keyless. Bitcoin only. [x402: 0.01 USDC per call on Base]",
        "inputSchema": {
          "bytes": 399,
          "published": "HASH_ONLY",
          "sha256": "b4dd64bc33d76852873b350af45fe5bcb541fc7c16231a7743c15478eac0a22f"
        },
        "name": "bitcoin_fees",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "TVL de protocolos DeFi"
        },
        "description": "SYNTHORA defi-llama-tvl-ranking: Top DeFi protocols by TVL with rank, chain, category and 1d/7d change, capped list (default 50, max 200 via {\"limit\":N}). Source: api.llama.fi/protocols (DefiLlama), keyless, timestamped. [x402: 0.01 USDC per call on Base]",
        "inputSchema": {
          "bytes": 144,
          "published": "HASH_ONLY",
          "sha256": "eb22c8810b7450c77b7a7c2a876ab85ae81f2bf0bdc4d7545cd9424d5453ed44"
        },
        "name": "defi_llama_tvl_ranking",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Rendimientos de pools DeFi"
        },
        "description": "SYNTHORA defi-yields: stablecoin DeFi yields ranked with a risk outlier detector \u2014 APY vs class median (>=3x median = the excess yield IS the risk price). Only pools with TVL >= $10M. Source: DefiLlama, free, no key. $0.01 USDC x402 Base. [x402: 0.01 USDC per call on Base]",
        "inputSchema": {
          "bytes": 1817,
          "published": "HASH_ONLY",
          "sha256": "50ad254bd6d9e01da9225cbfff5b5640703c4e6a46f7ea921449a64fa41f51ee"
        },
        "name": "defi_yields",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "DNS y registro de dominios"
        },
        "description": "Full DNS + WHOIS/RDAP domain report in one call. Resolves A, AAAA, MX, TXT, NS, CNAME, SOA and DNSSEC over DNS-over-HTTPS, plus structured WHOIS via RDAP (registrar, registration/expiration/updated dates, EPP status, nameservers), and returns a 0-100 domain-hygiene score with letter grade (age, days",
        "inputSchema": {
          "bytes": 202,
          "published": "HASH_ONLY",
          "sha256": "f35c13b04a52d455200d80f19b74f4649726b99d4deed7778ae736dd7294988e"
        },
        "name": "dnsdomain",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Art\u00edculos open access en DOAJ"
        },
        "description": "Searches the Directory of Open Access Journals article index, returning titles, authors, DOIs, journal, ISSNs, abstracts and open-access full-text links as JSON. A keyless endpoint for autonomous research agents and agent-to-agent workflows sourcing legally free, peer-reviewed open-access literature",
        "inputSchema": {
          "bytes": 188,
          "published": "HASH_ONLY",
          "sha256": "5c84200f937a21cbf0e2659c423812eca9ea9e354c641fca9962d78bc21d01a7"
        },
        "name": "doaj_article_search",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Comparar EUR/USD con el BCE"
        },
        "description": "SYNTHORA ecb-forex-fixing-vs-market: Compare the official ECB daily EUR/USD reference fixing with a client-supplied USD-per-EUR quote, timestamp and provenance. Reports deviation in basis points and coverage/freshness gaps. The client quote is not independently verified. No live market quote is supp",
        "inputSchema": {
          "bytes": 1585,
          "published": "HASH_ONLY",
          "sha256": "c6b3591e14f265d52a27043cb3c7851d1b8616bbe21acd39907f37aa96f49ff7"
        },
        "name": "ecb_forex_fixing_vs_market",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Series macroecon\u00f3micas del BCE"
        },
        "description": "SYNTHORA ecb-macro: official eurozone macro from the ECB data warehouse \u2014 HICP inflation, MRR policy rate, 10Y govt yield, each with previous value, change and direction. For macro/rates agents and prediction markets. Official free source, no key. $0.03 USDC x402 Base. [x402: 0.03 USDC per call on B",
        "inputSchema": {
          "bytes": 651,
          "published": "HASH_ONLY",
          "sha256": "b3142dda23ff947b532e955a96c46693087d5d756b5878967f7c87d207d86082"
        },
        "name": "ecb_macro",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Comparar cotizaciones con el BCE"
        },
        "description": "SYNTHORA exchange-rates-verified: FX rates for 160+ currencies CROSS-VERIFIED between two independent sources (ECB official fixing via frankfurter.app vs market aggregate open.er-api.com) with per-currency deviation in bps and divergence alert >50 bps. The product is the discrepancy: a bad rate brea",
        "inputSchema": {
          "bytes": 317,
          "published": "HASH_ONLY",
          "sha256": "4fa96ad14d544178539b7c01ff9763c516727d0c998413161b5ec258986b32cf"
        },
        "name": "exchange_rates_verified",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Tipos de inter\u00e9s de la Reserva Federal"
        },
        "description": "SYNTHORA fed-watch: US reference-rate funding pulse \u2014 SOFR/EFFR/TGCR/BGCR/OBFR with volumes, percentile dispersion and the SOFR-EFFR spread (the funding-stress signal before it hits the news). Cross-check of 5 independent official NY Fed series. The input for Fed/CPI prediction markets. Free officia",
        "inputSchema": {
          "bytes": 319,
          "published": "HASH_ONLY",
          "sha256": "c52b3a31db4738f1e12e018707fcf86404eb9f507cb3c51555d7bd7007ddd5af"
        },
        "name": "fed_watch",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Gas en redes EVM"
        },
        "description": "SYNTHORA gas-oracle-multi: gas price across 5 chains (ethereum, base, arbitrum, optimism, polygon), each VERIFIED by two independent public RPCs with divergence report \u2014 a single RPC can lie or lag; dual-verified is what you time transactions with. Free public RPCs, no key. $0.03 USDC x402 Base. [x4",
        "inputSchema": {
          "bytes": 307,
          "published": "HASH_ONLY",
          "sha256": "72d07256deb2b61d7e89c3a73fa7b8853456a113c242d1f06b0c62745d6d1441"
        },
        "name": "gas_oracle_multi",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Cobertura de noticias en GDELT"
        },
        "description": "SYNTHORA gdelt-tension: geopolitical tension index for any topic/country \u2014 news-mention spike vs 7d baseline, average tone shift, escalation flag and the headlines causing it. The early signal for Polymarket geopolitical markets (high variance, high spread). Source: GDELT DOC 2.0 (100+ languages, fr",
        "inputSchema": {
          "bytes": 309,
          "published": "HASH_ONLY",
          "sha256": "d97f51ddf21efd5c46c939a3f8bfdc6a1a7bfd5eabbf88c94d89d925533ed868"
        },
        "name": "gdelt_tension",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Actividad de repositorios GitHub"
        },
        "description": "SYNTHORA github-repo-activity: Activity metrics for any public GitHub repo (input owner/repo): stars, forks, open issues, last push, language, archived flag. 10-min in-process cache, stale-on-rate-limit or ok:false. Source: api.github.com, keyless. [x402: 0.03 USDC per call on Base; first 1 calls fr",
        "inputSchema": {
          "bytes": 155,
          "published": "HASH_ONLY",
          "sha256": "682028d58843aac3f52f328ef02cfa72c7c49a887f09ca9b25b67eb24424345a"
        },
        "name": "github_repo_activity",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Meteorolog\u00eda hist\u00f3rica"
        },
        "description": "SYNTHORA historical-weather: verified historical weather for any place and date (1940 \u2192 ~5 days ago) from the ERA5 reanalysis \u2014 tmax/tmin, precipitation, max wind. For climate-market backtesting and claim verification. Source: open-meteo archive, free, no key. $0.03 USDC x402 Base. [x402: 0.03 USDC ",
        "inputSchema": {
          "bytes": 335,
          "published": "HASH_ONLY",
          "sha256": "46a20b14b62c3c8623b09ea690424352010576e65cdcad15c02b2e38de81519d"
        },
        "name": "historical_weather",
        "title": null
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": true,
          "openWorldHint": true,
          "readOnlyHint": true,
          "title": "Descargas diarias de npm"
        },
        "description": "Returns a per-day download time series for an npm package over a period from keyless api.npmjs.org \u2014 the raw signal for trend and growth-rate detection. Lets autonomous agents compute momentum/decline and feed agent-to-agent dependency-selection scoring. Ranking surface for trajectory. First call FR",
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