Scoring
io.sentinelsignal/scoring
8 toolsauthHTTPregistry active
Summary
This is a hosted service for healthcare payer operations, handling the scoring and validation workflows that sit between providers and insurance systems. You'd use it when building tools that need to predict claim denials, validate prior authorization requests, estimate reimbursement amounts, or process batches of claims through scoring models. The streamable-http transport means you can call it without managing your own infrastructure. The feedback capability suggests it supports model refinement based on actual outcomes. Reach for this if you're building clinical decision support tools, revenue cycle applications, or provider-facing dashboards that need real-time payer intelligence without standing up your own ML pipeline.
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Tools
Public tool metadata for what this MCP can expose to an agent.
8 tools
list_workflowsList supported workflows and current model versions via GET /v1/workflows
List supported workflows and current model versions via GET /v1/workflows
No parameter schema in public metadata yet.
get_workflow_schemaFetch required fields, optional fields, enums, and an example payload for a workflow via GET /v1/workflows/{workflow}/schema1 params
Fetch required fields, optional fields, enums, and an example payload for a workflow via GET /v1/workflows/{workflow}/schema
Parameters* required
workflowstringWorkflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.
validate_workflow_payloadValidate and normalize a workflow payload without consuming a scoring call via POST /v1/workflows/{workflow}/validate2 params
Validate and normalize a workflow payload without consuming a scoring call via POST /v1/workflows/{workflow}/validate
Parameters* required
payloadobjectWorkflow payload to validate before scoring.
workflowstringWorkflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.
score_workflowScore denial risk, prior auth, and reimbursement workflows via POST /v1/score3 params
Score denial risk, prior auth, and reimbursement workflows via POST /v1/score
Parameters* required
optionsobjectOptional scoring flags such as explanation or threshold controls.
payloadobjectStructured workflow payload matching Sentinel /v1/score for the selected workflow.
workflowstringWorkflow identifier such as denial, prior_auth, reimbursement, or unified_score.
score_batchScore up to 25 workflow items sequentially in one request via POST /v1/score/batch2 params
Score up to 25 workflow items sequentially in one request via POST /v1/score/batch
Parameters* required
itemsarrayList of scoring items, each containing workflow, payload, and optional options.
continue_on_errorbooleanWhen true, later items continue even if an earlier item fails.
get_limitsRetrieve plan limits, trial quota, and upgrade state via GET /v1/limits
Retrieve plan limits, trial quota, and upgrade state via GET /v1/limits
No parameter schema in public metadata yet.
get_usageRetrieve monthly scoring call usage via GET /v1/usage1 params
Retrieve monthly scoring call usage via GET /v1/usage
Parameters* required
monthstringOptional billing month in YYYY-MM format.
submit_feedbackSubmit structured claims outcome feedback via POST /v1/feedback1 params
Submit structured claims outcome feedback via POST /v1/feedback
Parameters* required
feedbackobjectStructured feedback payload for a prior Sentinel scoring event.
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Registryactive
TransportHTTP
AuthRequired
UpdatedMay 24, 2026
