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📊 Intel view 📋 Audit JSON 🔄 Changelog
75
A2A A2A 1.0 v1.0.0

DenialGPT

denialgpt.onrender.com

Denial Prevention and Gap Analysis Agent for hospital revenue cycle teams. Analyzes claim denials, fetches FHIR clinical evidence, and delivers a STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.

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🔔 Watch this agent for changes. Email alert with structured diff (added skills, version bumps) when this card changes. Enterprise feature. Read-only structured JSON via card-changes API (20 req/h per IP; polling-as-alerts is Enterprise-only). Sign in to subscribe
Trust score
51/100
grade D · 9 criteria
Uptime
accumulating
1/5 probes
~344 ms response
Revenue · 30d
no payment wallet declared
Usage · 7d
0
no recent activity
Card drift · 7d
changed
1 snapshots tracked
Owner
unverified
claim this listing →
D
Conformance score: 51/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Schema-validated A2A AgentCard returned by the well-known endpoint.
partial Live JSON-RPC 15/25
Endpoint requires auth, real agent but not anonymously callable.
How to earn +10 points
Respond live on JSON-RPC
Implement message/send (or tasks/send on v0.x). Return a 200 with a valid JSON-RPC response. Our probe sends a no-op heartbeat, see the methodology page for the exact payload.
Docs →
pass Protocol version 10/10
Declares A2A 1.0 with supportedInterfaces[] (v1.0.0 fully compliant).
info JWS signature 0/10
Card is unsigned (most published agents are).
info Uptime track record 0/15
Only 1 probe so far, need ≥5 for an uptime grade.
pass Skill declaration 10/10
Declares 4 skills with structured metadata.
fail Verified Identity 0/10
No provider organisation declared. Anonymous agent.
How to earn +10 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 0d
partial Security declaration 2/5
Declares 1 security scheme(s) but none use PKCE or mTLS.
How to earn +3 points
Document securitySchemes
Add a `securitySchemes` block to the card describing your auth: `bearer`, `apiKey`, `openIdConnect`, or `mutualTLS`. Routers refuse to call agents that declare no auth model.
Docs →
⚠ Card drift detected. This agent's agent-card.json changed within the last 7 days. We track these so downstream callers can react.

Activity (audit trail)

last 24h · 0 calls Public aggregate · no PII recorded

No calls observed in the last 7 days. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

1 snapshot Every change to agent-card.json
Captured Hash
2026-06-09 15:23:45 current 50976e43d9f9… view →
Uptime
100.0%
1 probes
Response
206ms
last probe
Skills
4
declared
Streaming
SSE-capable

Endpoints

Agent cardhttps://denialgpt.onrender.com/.well-known/agent-card.json
Discovered via
github_code

Skills · 4 declared · mapped to canonical taxonomy

analyze_denial

Classifies a claim denial, extracts CARC codes, identifies required evidence, calculates appeal deadline, and diagnoses root cause.

canonical Error Diagnosis and Debugging match 84%
denialbillingrevenue-cycle
fetch_clinical_evidence

Queries the FHIR sandbox for patient clinical records relevant to the denial type using SHARP context headers.

canonical Federated SQL Query match 82%
fhirclinicalevidence
gap_analysis

Compares payer requirements against FHIR clinical evidence. Returns STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.

canonical Compliance Assessment match 85%
gap-analysisappealrevenue-cycle
check_claim_policy

Checks a claim draft (CPT code + ICD-10 diagnosis + payer + place of service) against CMS LCD/NCD coverage policies and historical payer denial patterns to iden…

canonical Policy Evidence Audit match 81%
preventionprior-authbillingrevenue-cycle

Health · last 1 probes

When HTTP Live JSON-RPC Latency
2026-06-09 15:23:45 200 206ms

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↑ 4 higher quality

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Agenstry grade Uptime A2A protocol version
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/denialgpt.onrender.com.svg)](https://agenstry.com/agents/denialgpt.onrender.com)
[![Verified Business](https://agenstry.com/badge/denialgpt.onrender.com/identity.svg)](https://agenstry.com/agents/denialgpt.onrender.com)
[![Uptime](https://agenstry.com/badge/denialgpt.onrender.com/uptime.svg)](https://agenstry.com/agents/denialgpt.onrender.com)
[![A2A version](https://agenstry.com/badge/denialgpt.onrender.com/protocol.svg)](https://agenstry.com/agents/denialgpt.onrender.com)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON
{
  "name": "DenialGPT",
  "description": "Denial Prevention and Gap Analysis Agent for hospital revenue cycle teams. Analyzes claim denials, fetches FHIR clinical evidence, and delivers a STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.",
  "url": "https://denialgpt.onrender.com",
  "version": "1.0.0",
  "defaultInputModes": [
    "text/plain"
  ],
  "defaultOutputModes": [
    "text/plain"
  ],
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false,
    "extensions": [
      {
        "uri": "https://app.promptopinion.ai/schemas/a2a/v1/fhir-context",
        "description": "FHIR R4 context for querying patient clinical records.",
        "required": false,
        "params": {
          "scopes": [
            {
              "name": "patient/Condition.rs",
              "required": true
            },
            {
              "name": "patient/Procedure.rs",
              "required": true
            },
            {
              "name": "patient/MedicationRequest.rs",
              "required": true
            },
            {
              "name": "patient/DocumentReference.rs",
              "required": false
            },
            {
              "name": "patient/Observation.rs",
              "required": false
            },
            {
              "name": "patient/ExplanationOfBenefit.rs",
              "required": false
            }
          ]
        }
      }
    ]
  },
  "supportedInterfaces": [
    {
      "url": "https://denialgpt.onrender.com",
      "protocolBinding": "JSONRPC",
      "protocolVersion": "1.0"
    }
  ],
  "skills": [
    {
      "id": "analyze_denial",
      "name": "analyze_denial",
      "description": "Classifies a claim denial, extracts CARC codes, identifies required evidence, calculates appeal deadline, and diagnoses root cause.",
      "tags": [
        "denial",
        "billing",
        "revenue-cycle"
      ]
    },
    {
      "id": "fetch_clinical_evidence",
      "name": "fetch_clinical_evidence",
      "description": "Queries the FHIR sandbox for patient clinical records relevant to the denial type using SHARP context headers.",
      "tags": [
        "fhir",
        "clinical",
        "evidence"
      ]
    },
    {
      "id": "gap_analysis",
      "name": "gap_analysis",
      "description": "Compares payer requirements against FHIR clinical evidence. Returns STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.",
      "tags": [
        "gap-analysis",
        "appeal",
        "revenue-cycle"
      ]
    },
    {
      "id": "check_claim_policy",
      "name": "check_claim_policy",
      "description": "Checks a claim draft (CPT code + ICD-10 diagnosis + payer + place of service) against CMS LCD/NCD coverage policies and historical payer denial patterns to identify denial risks before submission. Returns overall risk level, specific risk flags with policy citations, and payer intelligence.",
      "tags": [
        "prevention",
        "prior-auth",
        "billing",
        "revenue-cycle"
      ]
    }
  ],
  "securitySchemes": {
    "apiKey": {
      "apiKeySecurityScheme": {
        "name": "X-API-Key",
        "location": "header",
        "description": "API key required to access DenialGPT."
      }
    }
  },
  "security": [
    {
      "apiKey": []
    }
  ]
}