Underwriting Decision
БесплатноНе проверенDemo MCP for insurance underwriting decision support, reading application forms, health questionnaires, and medical exam results to return justified recommendat
Описание
Demo MCP for insurance underwriting decision support, reading application forms, health questionnaires, and medical exam results to return justified recommendations using deterministic rules.
README
社内デモ用の保険引受判断支援 MCP。申込書・健康告知書・健康診断結果を読み取り、 根拠付きの判断候補を返す。最終的な引受決定は行わず、recommendation は決定論ルール エンジンでのみ決める。
仕様の正本は UNDERWRITING_MCP_IMPLEMENTATION_V2.md。 旧版は UNDERWRITING_MCP_IMPLEMENTATION.md。
Local Demo
make install
make generate-samples
make test
make dev-mcp
APP_MODE=mock ではAWSなしで Case A/B/C fixture を処理できる。実PDFアップロードの
抽出はAWS pipeline用で、mockでは NOT_AVAILABLE_IN_MODE を返す。
V2 Distribution Model
- Cowork on 3P inference: Amazon Bedrock Claude
- Remote MCP: internet-facing HTTPS endpoint, distributed by
managedMcpServers - Plugin: skill-only organization Plugin, no
.mcp.json, no MCP secret - Upload: Plugin script posts PDFs to
/v1/cases/{case_id}/documents/{document_type} - Auth:
AUTH_MODE=jwtfor public MCP; upload tokens are separate short-lived single-use tokens
Other-PC distribution assets live in deploy/cowork. The Plugin package is produced by:
make package-plugin
Data Boundary
This demo is not air-gapped. The intended boundary is that business data is not sent
to Anthropic's inference platform. Cowork runtime download traffic to downloads.claude.ai
is expected. See docs/DATA_BOUNDARY.md.
Main Layout
underwriting_core/: deterministic rules, canonical facts, result assembly, explain, what-ifunderwriting_app/: service layer, job/case models, ports, mock adapters, upload validationunderwriting_mcp/: FastMCP server, JWT auth, Upload APIlambdas/underwriting_workflow/: Textract, Bedrock normalization, final assembly workerplugin/underwriting-review/: skill-only organization Plugindeploy/cowork/: managed configuration templates and installer scriptsinfra/: AWS CDK v2 stackssamples/: fictional demo cases and generated PDFsdocs/: architecture, deployment, data boundary, security, demo notes
Live Smoke
After deployment and token issuance:
export MCP_URL="https://<mcp-host>/mcp"
export MCP_BEARER_TOKEN="<demo-jwt>"
RUN_AWS_LIVE_TESTS=1 make smoke-test
This creates a case, uploads generated PDFs, starts the AWS workflow, polls the result, and checks the expected recommendation.
AWS Cost Modes
The default CDK deployment is a private, production-like demo shape with Interface VPC Endpoints.
For short live demos with only fictional sample forms, use -c deploymentMode=demo-low-cost to
avoid those endpoint-hour charges. In that mode the workflow Lambda runs outside the VPC and the
MCP Fargate task runs in public subnets behind the HTTPS ALB. Tokyo low-cost demos use deterministic
demo extraction because Amazon Textract is not available in ap-northeast-1. See
docs/DEPLOY.md.
判定区分: ELIGIBLE_CANDIDATE / REFER / NOT_ELIGIBLE_CANDIDATE。
すべて架空のデモ用ルールであり、実在保険会社の基準ではない。
Установка Underwriting Decision
У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.
▸ github.com/masamnisakasama/underwriting-mcpFAQ
Underwriting Decision MCP бесплатный?
Да, Underwriting Decision MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для Underwriting Decision?
Нет, Underwriting Decision работает без API-ключей и переменных окружения.
Underwriting Decision — hosted или self-hosted?
Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.
Как установить Underwriting Decision в Claude Desktop, Claude Code или Cursor?
Открой Underwriting Decision на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
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