scoring
Hosted MCP for denial, prior auth, reimbursement, workflow validation, batch scoring, and feedback.
使うべきか
品質と安全性
検出事項（2）
- LOWTool 'score_workflow' description lacks action verbscore_workflow 内
- LOWTool 'score_batch' description lacks action verbscore_batch 内
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"scoring": {
"url": "https://mcp.sentinelsignal.io/mcp"
}
}
}リモートエンドポイント
https://mcp.sentinelsignal.io/mcpstreamable-httpできること
ツール一覧
ツール（8）
🟢list_workflows
List supported workflows and current model versions via GET /v1/workflows
入力スキーマ
{
"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
入力スキーマ
{
"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
入力スキーマ
{
"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
入力スキーマ
{
"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
入力スキーマ
{
"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
入力スキーマ
{
"type": "object",
"properties": {}
}🟢get_usage(month)
Retrieve monthly scoring call usage via GET /v1/usage
入力スキーマ
{
"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
入力スキーマ
{
"type": "object",
"properties": {
"feedback": {
"type": "object",
"description": "Structured feedback payload for a prior Sentinel scoring event."
}
},
"required": [
"feedback"
]
}推奨プロンプト
get_workflow_schemaget_workflow_schemalist_workflowslist_workflowslist_workflowsget_workflow_schemaコミュニティ
エビデンス