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Scoring

io.sentinelsignal/scoring

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.

tools
8
auth
Secret needed
transport
HTTP
last updated
May 24, 2026
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Tools

8 tools

Public tool metadata for what this MCP can expose to an agent.

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
workflowstring
Workflow 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
payloadobject
Workflow payload to validate before scoring.
workflowstring
Workflow 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
optionsobject
Optional scoring flags such as explanation or threshold controls.
payloadobject
Structured workflow payload matching Sentinel /v1/score for the selected workflow.
workflowstring
Workflow 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
continue_on_errorboolean
When true, later items continue even if an earlier item fails.
itemsarray
List of scoring items, each containing workflow, payload, and optional options.
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
monthstring
Optional 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
feedbackobject
Structured feedback payload for a prior Sentinel scoring event.

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Details

Category
Automation & Workflows
Transport
HTTP
Auth
Required
Registry
MCP registry, active

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