scoring

Server Details

Hosted MCP for denial, prior auth, reimbursement, workflow validation, batch scoring, and feedback.

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Status: Unhealthy
Uptime: 77.1% over 77 days
Last Tested: 2026-11-03 08:32
Transport: Streamable HTTP
URL
Server Listing: Sentinel Signal MCP
ChatGPT: –
Claude: –

TDQS

A4.1/5.0

Scored 2026-07-31 05:40 across 8 tools

Disambiguation5/5

Each tool targets a distinct concern: account limits, usage, workflow schema, workflow list, single scoring, batch scoring, feedback, and payload validation. The only potential overlap (score_workflow vs score_batch) is clearly delineated by batch versus single operation.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with underscore separation (get_*, list_*, score_*, submit_*, validate_*). The naming convention is uniform and predictable.

Tool Count5/5

With 8 tools, the server is well-scoped for a scoring API, covering account management, workflow discovery, scoring, validation, and feedback without unnecessary redundancy.

Completeness5/5

The tool set provides full lifecycle coverage for the domain: discovering workflows, fetching schemas, validating payloads, scoring (single or batch), checking account limits/usage, and submitting feedback. No obvious gaps exist.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

8 tool updatesJun 7, 2026

Changedget_limits2 fields changed

removedInput schema / additionalProperties
```
Removed value: -false
```

changedOutput schema / (root)

Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null

Changedget_usage7 fields changed

removedInput schema / additionalProperties
```
Removed value: -false
```

removedInput schema / properties / month / anyOf

Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]

removedInput schema / properties / month / default
```
Removed value: -null
```

changedInput schema / properties / month / description

Previous value: -"Optional billing month in YYYY-MM format. Defaults to the current month when omitted."New value: +"Optional billing month in YYYY-MM format."

removedInput schema / properties / month / examples
```
Removed value: -[
-  "2026-02"
-]
```
addedInput schema / properties / month / type
```
Added value: +"string"
```

changedOutput schema / (root)

Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null

Changedget_workflow_schema3 fields changed
- removedInput schema / additionalProperties
```
Removed value: -false
```
- removedInput schema / properties / workflow / examples
```
Removed value: -[
-  "healthcare.denial"
-]
```
- changedOutput schema / (root)
```
Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null
```

Changedlist_workflows2 fields changed

removedInput schema / additionalProperties
```
Removed value: -false
```

changedOutput schema / (root)

Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null

Changedscore_batch7 fields changed

removedInput schema / additionalProperties
```
Removed value: -false
```
removedInput schema / properties / continue_on_error / default
```
Removed value: -true
```

changedInput schema / properties / continue_on_error / description

Previous value: -"When true, later items keep running even if an earlier item fails validation or scoring."New value: +"When true, later items continue even if an earlier item fails."

removedInput schema / properties / continue_on_error / examples
```
Removed value: -[
-  true
-]
```

removedInput schema / properties / items / examples

Removed value: -[
-  [
-    {
-      "payload": {
-        "external_claim_id": "DENIAL-DEMO-1001"
-      },
-      "workflow": "healthcare.denial"
-    }
-  ]
-]

removedInput schema / properties / items / items

Removed value: -{
-  "additionalProperties": true,
-  "type": "object"
-}

changedOutput schema / (root)

Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null

Changedscore_workflow12 fields changed

removedInput schema / additionalProperties
```
Removed value: -false
```

removedInput schema / properties / options / anyOf

Removed value: -[
-  {
-    "additionalProperties": true,
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]

removedInput schema / properties / options / default
```
Removed value: -null
```

changedInput schema / properties / options / description

Previous value: -"Optional scoring flags such as explanation, thresholds, or runtime options supported by /v1/score."New value: +"Optional scoring flags such as explanation or threshold controls."

removedInput schema / properties / options / examples

Removed value: -[
-  {
-    "include_explanations": true
-  }
-]

addedInput schema / properties / options / type
```
Added value: +[
+  "object",
+  "null"
+]
```
removedInput schema / properties / payload / additionalProperties
```
Removed value: -true
```

changedInput schema / properties / payload / description

Previous value: -"Structured workflow payload matching the Sentinel /v1/score schema for the selected workflow."New value: +"Structured workflow payload matching Sentinel /v1/score for the selected workflow."

removedInput schema / properties / payload / examples

Removed value: -[
-  {
-    "external_claim_id": "DENIAL-DEMO-1001",
-    "payer_id": 44
-  }
-]

changedInput schema / properties / workflow / description

Previous value: -"Workflow identifier to score. Common values include healthcare.denial, healthcare.prior_auth, and healthcare.reimbursement."New value: +"Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."

removedInput schema / properties / workflow / examples
```
Removed value: -[
-  "healthcare.denial"
-]
```

changedOutput schema / (root)

Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null

Changedsubmit_feedback5 fields changed

removedInput schema / additionalProperties
```
Removed value: -false
```
removedInput schema / properties / feedback / additionalProperties
```
Removed value: -true
```

changedInput schema / properties / feedback / description

Previous value: -"Structured feedback payload for /v1/feedback, including event identifiers and outcome details."New value: +"Structured feedback payload for a prior Sentinel scoring event."

removedInput schema / properties / feedback / examples

Removed value: -[
-  {
-    "event_id": "evt_123",
-    "notes": "payer approved after peer review",
-    "outcome": "approved"
-  }
-]

changedOutput schema / (root)

Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null

Changedvalidate_workflow_payload6 fields changed

removedInput schema / additionalProperties
```
Removed value: -false
```
removedInput schema / properties / payload / additionalProperties
```
Removed value: -true
```

changedInput schema / properties / payload / description

Previous value: -"Workflow payload to validate before sending to /v1/score or /v1/score/batch."New value: +"Workflow payload to validate before scoring."

removedInput schema / properties / payload / examples

Removed value: -[
-  {
-    "external_claim_id": "DENIAL-DEMO-1001",
-    "payer_id": 44
-  }
-]

removedInput schema / properties / workflow / examples
```
Removed value: -[
-  "healthcare.denial"
-]
```

changedOutput schema / (root)

Previous value: -{
-  "additionalProperties": true,
-  "type": "object"
-}New value: +null

4 tool updatesMar 27, 2026

Changedget_workflow_schema2 fields changed

changedInput schema / properties / workflow / description

Previous value: -"Workflow identifier such as healthcare.denial, healthcare.prior_auth, healthcare.reimbursement, or mining.site_risk."New value: +"Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."

changedInput schema / properties / workflow / examples

Previous value: -[
-  "mining.site_risk"
-]New value: +[
+  "healthcare.denial"
+]

Changedscore_batch1 field changed

changedInput schema / properties / items / examples

Previous value: -[
-  [
-    {
-      "payload": {
-        "mine_id": "0100003"
-      },
-      "workflow": "mining.site_risk"
-    }
-  ]
-]New value: +[
+  [
+    {
+      "payload": {
+        "external_claim_id": "DENIAL-DEMO-1001"
+      },
+      "workflow": "healthcare.denial"
+    }
+  ]
+]

Changedscore_workflow4 fields changed

changedInput schema / properties / payload / description

Previous value: -"Structured workflow payload matching the Sentinel /v1/score schema for the selected workflow. For mining.site_risk, provide a mine_id and optionally calendar_year and calendar_quarter."New value: +"Structured workflow payload matching the Sentinel /v1/score schema for the selected workflow."

changedInput schema / properties / payload / examples

Previous value: -[
-  {
-    "calendar_quarter": 4,
-    "calendar_year": 2025,
-    "mine_id": "0100003"
-  }
-]New value: +[
+  {
+    "external_claim_id": "DENIAL-DEMO-1001",
+    "payer_id": 44
+  }
+]

changedInput schema / properties / workflow / description

Previous value: -"Workflow identifier to score. Common values include healthcare.denial, healthcare.prior_auth, healthcare.reimbursement, healthcare.unified_score, and mining.site_risk."New value: +"Workflow identifier to score. Common values include healthcare.denial, healthcare.prior_auth, and healthcare.reimbursement."

changedInput schema / properties / workflow / examples

Previous value: -[
-  "mining.site_risk"
-]New value: +[
+  "healthcare.denial"
+]

Changedvalidate_workflow_payload2 fields changed

changedInput schema / properties / workflow / description

Previous value: -"Workflow identifier such as healthcare.denial, healthcare.prior_auth, healthcare.reimbursement, or mining.site_risk."New value: +"Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."

changedInput schema / properties / workflow / examples

Previous value: -[
-  "mining.site_risk"
-]New value: +[
+  "healthcare.denial"
+]

4 tool updatesMar 9, 2026

Changedget_workflow_schema2 fields changed

changedInput schema / properties / workflow / description

Previous value: -"Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."New value: +"Workflow identifier such as healthcare.denial, healthcare.prior_auth, healthcare.reimbursement, or mining.site_risk."

changedInput schema / properties / workflow / examples

Previous value: -[
-  "healthcare.denial"
-]New value: +[
+  "mining.site_risk"
+]

Changedscore_batch1 field changed

changedInput schema / properties / items / examples

Previous value: -[
-  [
-    {
-      "payload": {
-        "external_claim_id": "BATCH-1001",
-        "payer_id": 44
-      },
-      "workflow": "healthcare.denial"
-    }
-  ]
-]New value: +[
+  [
+    {
+      "payload": {
+        "mine_id": "0100003"
+      },
+      "workflow": "mining.site_risk"
+    }
+  ]
+]

Changedscore_workflow4 fields changed

changedInput schema / properties / payload / description

Previous value: -"Structured workflow payload matching the Sentinel /v1/score schema for the selected workflow."New value: +"Structured workflow payload matching the Sentinel /v1/score schema for the selected workflow. For mining.site_risk, provide a mine_id and optionally calendar_year and calendar_quarter."

changedInput schema / properties / payload / examples

Previous value: -[
-  {
-    "cpt_code": "27447",
-    "icd10_codes": [
-      "M17.11"
-    ],
-    "member_id": "12345"
-  }
-]New value: +[
+  {
+    "calendar_quarter": 4,
+    "calendar_year": 2025,
+    "mine_id": "0100003"
+  }
+]

changedInput schema / properties / workflow / description

Previous value: -"Workflow identifier to score. Common values include denial, prior_auth, reimbursement, and unified_score."New value: +"Workflow identifier to score. Common values include healthcare.denial, healthcare.prior_auth, healthcare.reimbursement, healthcare.unified_score, and mining.site_risk."

changedInput schema / properties / workflow / examples

Previous value: -[
-  "prior_auth"
-]New value: +[
+  "mining.site_risk"
+]

Changedvalidate_workflow_payload2 fields changed

changedInput schema / properties / workflow / description

Previous value: -"Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."New value: +"Workflow identifier such as healthcare.denial, healthcare.prior_auth, healthcare.reimbursement, or mining.site_risk."

changedInput schema / properties / workflow / examples

Previous value: -[
-  "healthcare.denial"
-]New value: +[
+  "mining.site_risk"
+]

8 tool updatesMar 4, 2026
- First observedget_limits
- First observedget_usage
- First observedget_workflow_schema
- First observedlist_workflows
- First observedscore_batch
- First observedscore_workflow
- First observedsubmit_feedback
- First observedvalidate_workflow_payload

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TDQS

Tool Schema Changelog

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