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Health Data Understanding

Health Data Understanding is a ratified StackFast Store framework listing with an agent-facing MCP handle of Health Data Understanding MCP.

Host and data posture

Where this product is meant to live.

Health data belongs in private/BYOC paths with strict non-diagnostic boundaries.

Commercial shape

Private/BYOC product

Data posture

BYOC required

Approval posture

Approval required

Best demo

StackFast UI

Best daily use

OpenClaw BYOCStackFast UI

Who it is for

Agents, operators, and CleverQ users that need a governed StackFast capability instead of a generic chat answer.

Problem it solves

Organizes health inputs, flags gaps and uncertainty, and prepares doctor-ready questions and summaries.

Activation model

Store discovery is catalog-ready. Execution posture: execute-after-auth+safety-gated. Public go-live remains gated until Robert ratifies publication.

Proof and source paths

  • Public job-name ratified 2026-05-27
  • Two-name doctrine applied
  • Proof-without-recipe disclosure boundary applied
  • Callable tools are real repo MCP tool IDs

Repo evidence

  • specs/CLEVERQ_FRAMEWORK_WORKBENCH_AND_AGENTIC_STORE_ADDENDUM_2026-05-27.md
  • specs/WO-CLEVERQ-FW-STORE-LISTINGS-P1-2026-05-27.md
  • lib/tool-registry/plugin-mcp-tools.ts
  • lib/framework-invocation/mcp-tools.ts

Capabilities

health data understanding

mcp

A safety-gated health-data organization and doctor-brief preparation tool. Organizes health inputs, flags gaps and uncertainty, and prepares doctor-ready questions and summaries.

Agent use
Use Health Data Understanding MCP through stackfast.health.understand, stackfast.framework.route, stackfast.framework.invoke, stackfast.framework.validate_output, stackfast.framework.apply_mask, stackfast.framework.trace. Required boundaries: Execute-after-auth with server-side safety gate, MASK boundary, and doctor-ready artifact posture.. Do not request raw framework bodies or protected methodology.

Connector proof

Catalog is not the same as customer-ready.

This product only becomes market-ready after a real host mounts the entitled tools, a safe call succeeds, metering records the event, and a customer-safe receipt exists. Until then, the page shows the strongest proven status without rounding up.

Catalog

Runtime registry and product manifest are present.

Entitlement

Execution requires OAuth or storefront entitlement scope.

Callable

6 tool(s) declared with no missing V1 tools.

Metering

MCP calls are routed through the metering receipt path.

Customer validated

Pending fresh host-surface call receipt.

Runtime registry status

Primary registry

stackfast.ai/api/mcp

Status

partial public mcp

Install gate

Catalog-ready only. Do not publish publicly until Robert ratifies store go-live.

Callable tools

  • stackfast.health.understand
  • stackfast.framework.route
  • stackfast.framework.invoke
  • stackfast.framework.validate_output
  • stackfast.framework.apply_mask
  • stackfast.framework.trace

Missing or gated tools

No missing tools declared for the current V1 boundary.

  • Framework listing layer only; no parallel CleverQ engine introduced.
  • Public surfaces must render the human job-name and proof-without-recipe card fields.

Install and activate

Connect this product through the StackFast MCP endpoint. Discovery metadata is public; execution uses OAuth and storefront entitlement checks.

MCP URL

https://stackfast.ai/api/mcp

Agent subscription

This product remains request-scope until its checkout, fulfillment, and public-name gates are complete.

Client snippets

ChatGPT

Add StackFast as a custom MCP connector, then approve OAuth when prompted.

Claude

Connect a remote MCP server using the StackFast MCP URL and a tenant-scoped token or OAuth flow.

Cursor

Register StackFast as a remote MCP server for project-scoped tool use.

Grok

Add StackFast as a custom MCP connector using the StackFast MCP URL and customer entitlement auth.

Product: Health Data Understanding
Product API: https://stackfast.ai/api/store/products/health-data-understanding-mcp
Pricing API: https://stackfast.ai/api/store/pricing/health-data-understanding-mcp
Manifest API: https://stackfast.ai/api/store/manifests/health-data-understanding-mcp
MCP URL: https://stackfast.ai/api/mcp
Auth: oauth_reader_or_storefront_entitlement
Checkout session API: https://stackfast.ai/api/store/checkout/session
Plans:
- Health Data Understanding: Request scope; checkout_ready=false; checkout_url=request_scope
Agent activation:
- Read this product manifest and pricing API.
- If a plan has checkout_ready=true, open its checkout_url or POST product_slug, plan_slug, and customer_email to the checkout session API.
- After Stripe payment, the signed webhook grants storefront_entitlements for the buyer email/account.
- Connect the LLM client to the MCP URL and approve OAuth so tools/list reflects the licensed reader surface.
- Call only tools exposed for that entitlement; unentitled execution must fail closed.

Agent-readable queries

health data understanding toolprepare a doctor-ready brief from this blood panelwhat questions should I ask my clinician?
What's on your mind?

Ask anything. Your thought enters the reasoning engine.

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