{
  "schema_version": "2.0",
  "slug": "carlosahumada89-govrider-mcp-server",
  "name": "Govrider",
  "agent_url": "https://www.govrider.ai",
  "category": "Specialized verticals",
  "run_id": "run-carlosahumada89-govrider-mcp-server-v2-2026-08-05",
  "run_at": "2026-08-05T12:00:00Z",
  "editor": "Hlido Editor",
  "editorial_method": "public-surface-tier-1+editorial-narrative-v2",
  "methodology_version": "2026.05",
  "methodology_url": "/methodology/public-surface-tier-1/",
  "score": 44,
  "tier": "FADING",
  "laddoo_score": 44,
  "confidence": "low",
  "hlido_opinion": {
    "headline": "Three sentences of dense procurement language, three green status dots, and a locked door — there is almost nothing here to evaluate, and we will not pretend otherwise.",
    "body": "Govrider describes an invitation-only data utility for European cybersecurity firms: it says it programmatically indexes public-sector infrastructure trajectories and regulatory landscapes across Europe, and delivers predictive data streams through a proprietary Government Procurement Feed directly into a customer's existing workflow, bypassing traditional dashboards. The underlying idea is legitimate — public-sector procurement intelligence is a real, valuable and poorly served category, and delivering it as a feed into revenue workflows rather than yet another dashboard is a sensible product decision. But the entire public surface is those few sentences plus three status indicators reading Ingestion Engine: Active, Delivery Protocol: Active, and Access Control: Gated. There is no pricing, no data-source disclosure, no coverage detail, no methodology, no team, no customers, no sample output, and no way to assess whether the feed exists in the form described. The prose is notably heavy on register — \"advanced algorithmic systems\", \"predictive data streams\", \"programmatically index\" — while remaining specific about nothing testable. We are not calling it vapourware; a genuinely invitation-only B2B utility may deliberately publish nothing, and gating is a legitimate go-to-market choice. But an independent review can only assess what is verifiable, and here that is close to zero. The score records the absence of evidence, not the presence of a fault, and it should move materially in either direction once there is a surface to examine.",
    "voice": "Hlido Editor",
    "as_of": "2026-08-05",
    "editor_signature_pending": true
  },
  "tier_rationale": "FADING (44) records an almost entirely unverifiable public surface: three sentences of description, three status indicators, and a gated door. No pricing, sources, coverage, methodology, team, customers, or sample output are published. Gating is a legitimate strategy for an invitation-only B2B utility, so this is scored as absence of evidence rather than evidence of a fault — but it cannot be scored as though the claims were checked, because none of them could be.",
  "what_it_does_well": [
    "Targets a real and poorly served category — European public-sector cybersecurity procurement intelligence",
    "Feed-into-existing-workflow delivery is a sensible alternative to yet another dashboard",
    "Is upfront that access is gated and invitation-only rather than implying open availability",
    "Operational status indicators are at least stated, even if unverifiable"
  ],
  "what_it_fails_at": [
    "Public surface is effectively three sentences — nothing substantive is testable",
    "No pricing, data sources, coverage, update cadence, or methodology disclosed",
    "No team, company details, customers, case studies, or sample output",
    "Heavy register ('advanced algorithmic systems', 'predictive data streams') with no specific, checkable claims beneath it",
    "Status indicators are self-reported with no independent verification path",
    "'Predictive' procurement intelligence is precisely the claim that needs an accuracy record, and none is offered"
  ],
  "best_for": [
    "European cybersecurity firms already holding an invitation who can evaluate the feed directly"
  ],
  "not_recommended_for": [
    "Anyone needing to assess capability, coverage or accuracy before making contact",
    "Buyers requiring disclosed data sources and methodology — standard in procurement intelligence",
    "Procurement processes that need pricing, references, or a sample before engaging"
  ],
  "red_flags": [
    {
      "severity": "low",
      "note": "The public surface offers no verifiable claim of any kind — no sources, coverage, methodology, pricing, team or customers. This is consistent with a deliberately gated B2B utility and is not itself evidence of a problem, but it means nothing stated here has been or can be checked from outside."
    }
  ],
  "compared_to": [],
  "evidence_urls": [
    {
      "claim": "Invitation-only data utility for European cybersecurity firms",
      "source": "https://www.govrider.ai",
      "tested_at": "2026-08-05",
      "verified": true
    },
    {
      "claim": "Delivery via a proprietary Government Procurement Feed into existing workflows rather than a dashboard",
      "source": "https://www.govrider.ai",
      "tested_at": "2026-08-05",
      "verified": true
    },
    {
      "claim": "Self-reported status: Ingestion Engine active, Delivery Protocol active, Access Control gated",
      "source": "https://www.govrider.ai",
      "tested_at": "2026-08-05",
      "verified": true
    },
    {
      "claim": "Data sources, coverage, methodology, pricing, team, or customers",
      "source": "https://www.govrider.ai (none published)",
      "tested_at": "2026-08-05",
      "verified": false
    },
    {
      "claim": "Accuracy record for the 'predictive' claim",
      "source": "https://www.govrider.ai (none published)",
      "tested_at": "2026-08-05",
      "verified": false
    }
  ],
  "agent_relevance": {
    "has_api": true,
    "has_cli": false,
    "has_mcp": true,
    "has_webhook": true,
    "has_sdk": false,
    "behavioral_testable": false,
    "agent_integration_path": "The repository is named as an MCP server and the product is described as a feed delivered into existing workflows, which implies programmatic consumption. None of it is reachable or verifiable from outside the gate, so the agent path is claimed rather than demonstrated.",
    "agent_friendly_score": 3
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": true,
      "required": true,
      "tested_at": "2026-08-05T08:07:06.204Z"
    },
    {
      "id": "primary_value_prop",
      "pass": true,
      "required": true,
      "evidence": "'European Cybersecurity Government Procurement Infrastructure'",
      "tested_at": "2026-08-05T08:07:06.204Z"
    },
    {
      "id": "cta_present",
      "pass": false,
      "required": true,
      "evidence": "No call to action, contact route, or access-request path on the captured surface",
      "tested_at": "2026-08-05T08:07:06.204Z"
    },
    {
      "id": "pricing_or_access",
      "pass": false,
      "required": false,
      "evidence": "No pricing; access stated as gated and invitation-only",
      "tested_at": "2026-08-05T08:07:06.204Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": false,
      "required": false,
      "evidence": "No sample output, case study, customer, or methodology",
      "tested_at": "2026-08-05T08:07:06.204Z"
    }
  ],
  "summary": "Three sentences of dense procurement language, three green status dots, and a locked door — there is almost nothing here to evaluate, and we will not pretend otherwise.",
  "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline. New consumers should read hlido_opinion.{headline,body,voice,as_of} for the canonical Hlido-owned opinion.",
  "staleness_after": "2026-11-05",
  "review_age_days_at_publish": 0,
  "next_review_due_at": "2026-11-05",
  "attestation_url": "/data/attestations/carlosahumada89-govrider-mcp-server.json",
  "signature_pending": true,
  "source": "hlido-editor-v2",
  "marking_signal": {
    "marking_statement": false,
    "detection_tool": false,
    "cop_signatory": null,
    "evidence_url": null,
    "checked_at": "2026-08-05",
    "source": "r4-editorial-enrich-backlog-clear"
  },
  "evidence_images": {
    "run_id": "run-db7bc710de44a84a-www-govrider-ai",
    "base": "https://images.hlido.eu/reviews/carlosahumada89-govrider-mcp-server/run-db7bc710de44a84a-www-govrider-ai",
    "files": [
      "home.png"
    ],
    "urls": [
      "https://images.hlido.eu/reviews/carlosahumada89-govrider-mcp-server/run-db7bc710de44a84a-www-govrider-ai/home.png"
    ]
  },
  "pricing_facts": {
    "schema": "pricing-facts/1",
    "pricing_disclosed": {
      "pass": false,
      "evidence": "No pricing; access stated as gated and invitation-only",
      "tested_at": "2026-08-05"
    },
    "last_verified": "2026-08-05",
    "basis": "Derived from Hlido-held evidence only (engine checklist + editorial text); quotes are verbatim from the scorecard; not vendor-supplied; re-derived daily. Verify current prices on the vendor's pricing page.",
    "derived_at": "2026-08-21"
  }
}