MCP MeasureMCP Measure

index observed

scoring

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

Should I use this

Quality & Safety

A
Description quality
83%
Schema completeness
81%
Naming quality
95%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • LOWTool 'score_workflow' description lacks action verbin score_workflow
  • LOWTool 'score_batch' description lacks action verbin score_batch

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~760Tokens (tool definitions)
~598 BTypical response size
Moderate attention impact (0.59% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "scoring": {
      "url": "https://mcp.sentinelsignal.io/mcp"
    }
  }
}

Remote endpoints

https://mcp.sentinelsignal.io/mcpstreamable-http

What it can do

Tool inventory

Tools (8)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_workflows

List supported workflows and current model versions via GET /v1/workflows

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢get_workflow_schema(workflow)

Fetch required fields, optional fields, enums, and an example payload for a workflow via GET /v1/workflows/{workflow}/schema

Input Schema

{
  "type": "object",
  "properties": {
    "workflow": {
      "type": "string",
      "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."
    }
  },
  "required": [
    "workflow"
  ]
}
🟢validate_workflow_payload(workflow, payload)

Validate and normalize a workflow payload without consuming a scoring call via POST /v1/workflows/{workflow}/validate

Input Schema

{
  "type": "object",
  "properties": {
    "workflow": {
      "type": "string",
      "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."
    },
    "payload": {
      "type": "object",
      "description": "Workflow payload to validate before scoring."
    }
  },
  "required": [
    "workflow",
    "payload"
  ]
}
🟢score_workflow(workflow, payload, options)

Score Sentinel healthcare workflows via POST /v1/score

Input Schema

{
  "type": "object",
  "properties": {
    "workflow": {
      "type": "string",
      "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement."
    },
    "payload": {
      "type": "object",
      "description": "Structured workflow payload matching Sentinel /v1/score for the selected workflow."
    },
    "options": {
      "type": [
        "object",
        "null"
      ],
      "description": "Optional scoring flags such as explanation or threshold controls."
    }
  },
  "required": [
    "workflow",
    "payload"
  ]
}
🟢score_batch(items, continue_on_error)

Score up to 25 workflow items sequentially in one request via POST /v1/score/batch

Input Schema

{
  "type": "object",
  "properties": {
    "items": {
      "type": "array",
      "description": "List of scoring items, each containing workflow, payload, and optional options."
    },
    "continue_on_error": {
      "type": "boolean",
      "description": "When true, later items continue even if an earlier item fails."
    }
  },
  "required": [
    "items"
  ]
}
🟢get_limits

Retrieve plan limits, trial quota, and upgrade state via GET /v1/limits

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢get_usage(month)

Retrieve monthly scoring call usage via GET /v1/usage

Input Schema

{
  "type": "object",
  "properties": {
    "month": {
      "type": "string",
      "description": "Optional billing month in YYYY-MM format."
    }
  }
}
🟡submit_feedback(feedback)

Submit structured claims outcome feedback via POST /v1/feedback

Input Schema

{
  "type": "object",
  "properties": {
    "feedback": {
      "type": "object",
      "description": "Structured feedback payload for a prior Sentinel scoring event."
    }
  },
  "required": [
    "feedback"
  ]
}

Recommended Prompts

retrieve_data
Get details about [item] from scoring
Expected tools: get_workflow_schema
fetch_info
Fetch [information type] using scoring
Expected tools: get_workflow_schema
list_items
List all [items] available in scoring
Expected tools: list_workflows
browse_collection
Show me the [collection] from scoring
Expected tools: list_workflows
explore_workflow
List available [items], then get details for each one using scoring
Expected tools: list_workflowsget_workflow_schema

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded8 tools
verifiedversion not recorded8 tools