Decide MCP Server

decide.fyi Decision API

Deterministic Decision API engine powering workflow applications, stable MCP notary remotes, decision memo packets, and execution gates

Positioning: Decide is the API engine and compatibility surface. Krafthaus workflow apps, Policy MCP Notaries, decision memo packets, and execution gates are application surfaces that reuse the same verdict, request ID, and evidence contract.

Production Determinism Boundary

Binding production verdicts should use a versioned declarative rulebook:

Runtime architecture: see docs/RULEBOOK_RUNTIME_ARCHITECTURE.md. Machine-readable schema: https://api.decide.fyi/schemas/rulebook-v1.schema.json. Active runtime manifest: https://api.decide.fyi/manifests/rulebook-runtime-v1.json. Downstream application binding: decide_application_binding_v1.

The production core is hybrid_declarative_rulebook_with_trusted_adapters: direct declarative rulebooks are supported, registered first-party trusted adapters may supply bounded facts, and customer executable rulebooks are rejected. In both supported binding modes, Rulebook v1 remains the only binding verdict selector.

{
  "mode": "rulebook",
  "rulebook": {
    "schema_version": "rulebook_v1",
    "rulebook_id": "pricing_exception",
    "version": "2026-06-11",
    "input_schema": {
      "required": ["discount_percent"],
      "properties": {
        "discount_percent": { "type": "number" }
      }
    },
    "rules": [
      {
        "rule_id": "approve_standard_discount",
        "priority": 50,
        "condition": {
          "field": "discount_percent",
          "operator": "lte",
          "value": 15
        },
        "outcome": {
          "decision": "yes",
          "verdict": "APPROVE",
          "action": "approve_discount",
          "reason_code": "WITHIN_STANDARD_LIMIT"
        }
      }
    ],
    "default_outcome": {
      "decision": "review",
      "verdict": "REVIEW",
      "action": "route_to_owner",
      "reason_code": "NO_RULE_MATCHED"
    }
  },
  "context": {
    "inputs": {
      "discount_percent": 10
    }
  }
}

mode: "rulebook" does not call an LLM. It validates the request rulebook against the published JSON Schema, hashes the rulebook, evaluates bounded conditions, and returns yes, no, or review alongside the application verdict, action, reason code, matched rule, and evaluator_version. Responses also include rulebook_contract with the enforced schema URL/hash, runtime_binding with the direct or trusted-adapter binding mode, input_hash, a SHA-256 hash of the canonical inputs or adapter facts consumed by the declarative evaluator, plus a rulebook_attestation_v1 bundle hash over the deterministic execution tuple. Production deployments can sign that bundle hash with a rulebook_attestation_signature_v1 Ed25519 envelope; verification keys are published at /.well-known/rulebook-attestation-keys.json. Set DECIDE_RULEBOOK_ATTESTATION_SIGNATURE_REQUIRED=true in production to fail closed instead of returning unsigned Rulebook decisions. Publish retired public verification keys with DECIDE_RULEBOOK_ATTESTATION_KEY_HISTORY_JSON so older Decision Records remain verifiable after rotation.

Rulebook requests cannot preload Decide-generated Decision Record material. Fields such as runtime_binding, trusted_adapter, adapter_facts, rulebook_attestation, application_verdict, and action are response-only at the request body, context.inputs, and adapter-facts boundaries; attempts return RULEBOOK_OUTPUT_MATERIAL_FORBIDDEN.

Legacy single, multi, and runtime requests remain available for AI-assisted exploration, but they are not binding production verdicts. Those responses include decision_contract with authority: "advisory_only" and production_verdict: false, plus production_binding_required: true and the supported production binding modes; callers that need deterministic execution must use mode: "rulebook" and capture rulebook_contract, runtime_binding, and the Rulebook attestation material.

At the public Decision Record boundary, successful evaluations are registered as immutable tenant-scoped snapshots. Historical replay restores the original canonical input and stored rulebook snapshot rather than trusting a caller override or the current application deployment.

Rulebook v1 also supports registered first-party trusted adapters for bounded fact normalization. Adapter requests pin an exact semantic version and manifest hash; responses attest the bundled implementation source hash plus canonical input/output hashes and the enforced execution contract. Each invocation runs once in an empty-environment worker with hard time/resource limits and denied common ambient capabilities. The declarative rulebook remains the only binding verdict selector. See docs/TRUSTED_ADAPTERS_V1.md.

The current reference applications prove both production patterns: Solana Execution Gate, Decision Memo Readiness Gate, and Krafthaus Workflow Readiness Binding use trusted adapters before Rulebook v1, while the Refund, Trial, Cancel, and Return Policy MCP notaries supply normalized facts directly to Rulebook v1 and expose the signed rulebook result through their stable REST and MCP surfaces.

Before evaluator, adapter, or rulebook changes ship, run the local historical replay gate:

npm run rulebook:migration-dry-run -- --json

Use --candidate-rulebook, --candidate-adapter, and --candidate-evaluator-version to compare proposed migrations against the golden replay corpus before production routing changes.

For release gates, prefer a rulebook_migration_v1 manifest so candidate artifacts, expected drift, and approval status are reviewed together:

npm run rulebook:migration-dry-run -- --migration path/to/migration.json --json

The manifest schema is published at https://api.decide.fyi/schemas/rulebook-migration-v1.schema.json, and the dry run validates manifests against that closed schema before replay.

After production routing or runtime-contract changes ship, run the production runtime smoke:

npm run smoke:rulebook-runtime

This hits https://api.decide.fyi from outside the runtime and always verifies the published hybrid_declarative_rulebook_with_trusted_adapters manifest, closed Rulebook v1 schema, attestation key endpoint, and protected Decision API edge. Supply DECIDE_RULEBOOK_RUNTIME_SMOKE_API_KEY to also exercise live declarative evaluation, rejection behavior, and advisory-only legacy metadata. GitHub Actions runs the public boundary checks as the scheduled/manual Rulebook Runtime Production Smoke workflow and runs the authenticated checks when its optional smoke credential is configured.

The legacy single, multi, and runtime modes are AI-assisted surfaces. They are not the production determinism boundary for loosely defined business judgment.

Architecture:

• Ecosystem constitution
• Application binding contract
• Rulebook v1 contract
• Rulebook compatibility policy
• Rulebook migration examples
• Rulebook migration manifest

One-Click Install

Buttons install the canonical four-tool Decide Policy Notaries server. Existing specialist endpoints remain supported for compatibility.

Stable MCP Remotes

All servers: 100 vendor identifiers, US region, individual plans, stateless, no auth, 100 req/min. Results fail closed to UNKNOWN when the available facts cannot support an automated verdict.

Quick Start

Connect via MCP (Claude Desktop / Windsurf / other clients)

{
  "mcpServers": {
    "decide-policy-notaries": { "url": "https://policy.decide.fyi/api/mcp" }
  }
}

Specialist compatibility configuration

Existing installations can keep using the specialist remotes. They expose the same tool names and response contracts as the canonical suite:

{
  "mcpServers": {
    "refund-decide": { "url": "https://refund.decide.fyi/api/mcp" },
    "cancel-decide": { "url": "https://cancel.decide.fyi/api/mcp" },
    "return-decide": { "url": "https://return.decide.fyi/api/mcp" },
    "trial-decide": { "url": "https://trial.decide.fyi/api/mcp" }
  }
}

REST API

# Refund eligibility
curl -X POST https://refund.decide.fyi/api/v1/refund/eligibility \
  -H "Content-Type: application/json" \
  -d '{"vendor":"adobe","days_since_purchase":12,"region":"US","plan":"individual","qualifying_conditions_met":true}'

# Cancellation penalty
curl -X POST https://cancel.decide.fyi/api/v1/cancel/penalty \
  -H "Content-Type: application/json" \
  -d '{"vendor":"adobe","region":"US","plan":"individual","billing_cadence":"annual"}'

# Return eligibility
curl -X POST https://return.decide.fyi/api/v1/return/eligibility \
  -H "Content-Type: application/json" \
  -d '{"vendor":"adobe","days_since_purchase":12,"region":"US","plan":"individual","qualifying_conditions_met":true}'

# Trial terms
curl -X POST https://trial.decide.fyi/api/v1/trial/terms \
  -H "Content-Type: application/json" \
  -d '{"vendor":"adobe","region":"US","plan":"individual","offer_confirmed":true,"observed_trial_days":7,"observed_card_required":true,"observed_auto_converts":true}'

Only set evidence fields from facts you have actually verified. A time window alone is not proof that source-specific conditions are satisfied. Approval-dependent policies stay UNKNOWN even when a caller sets qualifying_conditions_met; trial results require a live offer observation.

Local Dev Checks

Start local dev server:

npx vercel dev

In a separate terminal:

# Handler-level smoke checks (no running server required)
npm run smoke

# MCP endpoint checks (requires a running server)
npm run mcp:check

# Self-contained local MCP check; starts/stops vercel dev on localhost:3000
npm run mcp:check:local

# End-to-end workflow fixture (example -> result)
npm run workflow:test

# Production customer-key verification after provisioning a key
DECIDE_SMOKE_API_KEY='<customer-key>' npm run smoke:customer-key

---

Zendesk Workflow Orchestrators

Use workflow endpoints when you want one request to return:

• decision classification (yes | no) from /api/decide
• policy result from the relevant notary endpoint
• recommended Zendesk action + tags + private note with request_id

Endpoints

• POST https://refund.decide.fyi/api/v1/workflows/zendesk/refund
• POST https://cancel.decide.fyi/api/v1/workflows/zendesk/cancel
• POST https://return.decide.fyi/api/v1/workflows/zendesk/return
• POST https://trial.decide.fyi/api/v1/workflows/zendesk/trial

Request

{
  "ticket_id": "ZD-9001",
  "workflow_type": "refund",
  "question": "Should this Adobe annual plan refund request proceed under policy?",
  "vendor": "adobe",
  "region": "US",
  "plan": "individual",
  "days_since_purchase": 5,
  "qualifying_conditions_met": true
}

For refund and return, include days_since_purchase and source-specific condition evidence when requested. Cancellation may require billing_cadence. Trial automation requires offer_confirmed plus the observed duration, card requirement, and auto-conversion status. The workflow escalates instead of approving when required context is absent.

Deterministic test mode

Set decision_override to bypass model classification during fixtures and CI:

{
  "decision_override": "yes"
}

Response (example)

{
  "ok": true,
  "flow": "zendesk_refund_v1",
  "ticket_id": "ZD-9001",
  "decision": { "c": "yes", "request_id": "req_123" },
  "policy": { "verdict": "ALLOWED", "code": "WITHIN_WINDOW" },
  "action": {
    "type": "approve_refund",
    "zendesk_tags": ["decide", "decide_yes", "refund_allowed"]
  }
}

---

Refund Notary

Endpoint: POST https://refund.decide.fyi/api/v1/refund/eligibility MCP Tool: refund_eligibility

Evaluates a refund only when the versioned rule and supplied source-specific facts support automation.

Input: vendor, days_since_purchase, region, plan, and conditionally qualifying_conditions_met

{"refundable":true,"verdict":"ALLOWED","code":"WITHIN_WINDOW","message":"Refund is allowed. Purchase is 12 day(s) old, within 14 day window.","vendor":"adobe","window_days":14,"qualifying_conditions_met":true,"automation_safe":true}

Codes: WITHIN_WINDOW, OUTSIDE_WINDOW, NO_REFUNDS, MISSING_REQUIRED_CONTEXT, UNSUPPORTED_VENDOR

Cancel Notary

Endpoint: POST https://cancel.decide.fyi/api/v1/cancel/penalty MCP Tool: cancellation_penalty

Checks cancellation penalties — early termination fees, contract locks, or free cancellation.

Input: vendor, region, plan, and conditionally billing_cadence

{"verdict":"PENALTY","code":"EARLY_TERMINATION_FEE","message":"adobe charges an early termination fee: 50% of remaining months on annual plan.","vendor":"adobe","policy":"etf","billing_cadence":"annual","automation_safe":true}

Codes: NO_PENALTY, EARLY_TERMINATION_FEE, CONTRACT_LOCKED, MISSING_REQUIRED_CONTEXT, UNSUPPORTED_VENDOR

Return Notary

Endpoint: POST https://return.decide.fyi/api/v1/return/eligibility MCP Tool: return_eligibility

Evaluates whether a subscription purchase can be reversed when the versioned rule and supplied source-specific facts support automation.

Input: vendor, days_since_purchase, region, plan, and conditionally qualifying_conditions_met

{"returnable":true,"verdict":"RETURNABLE","code":"FULL_RETURN","message":"Return is available. Purchase is 5 day(s) old, within 14-day window.","vendor":"adobe","return_type":"full_refund","method":"self_service","qualifying_conditions_met":true,"automation_safe":true}

Codes: FULL_RETURN, PRORATED_RETURN, CREDIT_RETURN, OUTSIDE_WINDOW, NO_RETURNS, MISSING_REQUIRED_CONTEXT, UNSUPPORTED_VENDOR

Trial Notary

Endpoint: POST https://trial.decide.fyi/api/v1/trial/terms MCP Tool: trial_terms

Evaluates availability and terms from a live offer observation. It does not publish static trial availability.

Input: vendor, region, plan, offer_confirmed; when confirmed, also observed_trial_days, observed_card_required, observed_auto_converts

{"verdict":"TRIAL_AVAILABLE","code":"AUTO_CONVERTS","message":"A live 7-day adobe trial offer was confirmed. Credit card required. Auto-converts to paid plan.","vendor":"adobe","trial_days":7,"card_required":true,"auto_converts":true,"offer_confirmed":true,"automation_safe":true}

Codes: AUTO_CONVERTS, NO_AUTO_CONVERT, TRIAL_NOT_AVAILABLE, MISSING_REQUIRED_CONTEXT, UNSUPPORTED_VENDOR

---

Supported Vendor Registry (100)

The versioned JSON registries are the canonical vendor catalog. A compact Markdown table is intentionally not duplicated here because policy windows, channels, and approval branches can change independently. Contract tests require the same 100 identifiers in every rule and source registry.

• deterministic: the standard policy is categorical for the supported US individual-plan scope.
• conditional: automation requires an explicit caller assertion that the source-specific conditions were verified.
• review_only: the policy depends on approval, channel, commitment, exceptions, or source language that is not categorical enough to automate.
• observed: the current account or promotion must expose a live offer before trial terms can be returned.

Scope: US region, individual plans only.

Data Freshness

Each policy family has versioned rules and source metadata for 100 vendor identifiers. The source tracker monitors official vendor documentation and terms of service; it does not automatically promote page text into a verdict.

• Six-hour source checks — The Daily Policy Check workflow runs every six hours across refund, cancellation, return, and trial sources. Material signals enter a human review queue.
• Human-verification freshness — npm run audit:policy-freshness reports the age of the last reviewed source set independently from tracker uptime.
• Policy source URLs tracked — Each policy family has its own sources file in rules/ linking to official policy pages.
• Compliance export — GET /api/compliance-export returns a CSV snapshot of tracked sources, hashes, and pending candidate changes (?format=json for machine-readable output).
• Versioned rules — Each rules file includes a rules_version field for staleness detection.

Architecture

• Stateless verdict runtime — Policy calls do not create sessions or mutate policy rules
• Deterministic — Same input always produces same output
• Versioned Rules — Rules files include version for tracking changes
• Scheduled Monitoring — GitHub Action checks all vendor policy pages every six hours
• Serverless — Runs on Vercel serverless functions
• Zero Dependencies — Core compute logic has no external dependencies
• Hostname Routing — Vercel middleware routes subdomains to correct MCP endpoints

Limitations

• US Only — Currently only supports US region
• Individual Plans Only — Business/enterprise plans not yet supported
• Calendar Days — Windows are based on calendar days, not business days
• Fail-closed branches — Approval-dependent, channel-dependent, ambiguous, or incomplete cases return UNKNOWN for review
• Live trial evidence — Trial availability and terms must be observed for the account or promotion being evaluated

Changelog

v1.3.1 (2026-07-16)

Changed:

• Policy Notaries now use explicit deterministic, conditional, review_only, and live-offer modes; incomplete or approval-dependent requests fail closed.
• Monitoring timestamps no longer mutate policy lineage hashes, and golden replay generation rejects incomplete decisions.
• Canonical MCP metadata now describes the fail-closed contract and observed trial evidence fields.

v1.3.0 (2026-07-15)

Added:

• Canonical policy.decide.fyi/api/mcp server exposing all four Policy Notary tools through one connection.
• Generated Official Registry metadata and Smithery server-card metadata sourced from the live tool definitions.

Changed:

• One-click install links now install the four-tool Policy Notaries server.
• Specialist Refund, Cancel, Return, and Trial MCP URLs remain stable compatibility surfaces.

Unreleased

Added:

• GET /api/compliance-export endpoint for policy monitoring evidence export (CSV default, JSON via ?format=json).
• Smoke test coverage for compliance export JSON and CSV paths.

Changed:

• Landing pages now position Decide as the Decision API engine and frame Policy MCP Notaries as one reference application.

v1.2.1 (2026-02-08)

Changed:

• Subdomain homepage now shows the relevant notary card (refund/cancel/return/trial).
• Version metadata is consistent across server.json, MCP initialize, and /.well-known/*.

v1.2.0 (2026-02-02)

Added:

• Cancel Notary MCP (cancel.decide.fyi) — cancellation penalty checker
• Return Notary MCP (return.decide.fyi) — return eligibility checker
• Trial Notary MCP (trial.decide.fyi) — free trial terms checker
• Hostname-based middleware routing for all subdomains
• Policy source files and daily checking for cancel, return, and trial policies
• Systems/Agents mode framing on landing page
• MCP catalog with cards for all 4 servers

Fixed:

• Daily policy checker: added contents:write permission and fixed shell logic
• Removed dead Cloudflare email-decode scripts causing 404s

v1.1.0 (2026-02-01)

Added:

• Expanded from 64 to 100 supported vendors
• Daily policy-check GitHub Action (cron at 08:00 UTC)
• Policy source URLs tracked in rules/policy-sources.json
• MCP vendor enum in inputSchema for agent discoverability

Fixed:

• ERR_IMPORT_ATTRIBUTE_MISSING crash on Vercel (Node 22 import attributes)

v1.0.0 (2026-01-15)

Added:

• Initial release with REST API and MCP server
• Support for 9 vendors

Public Policy APIs And Protected Decision API

All 4 policy servers are free to use. No authentication. No API keys.

/api/decide requires a trusted proxy or API credential in production. Local and preview deployments can opt into the same boundary with DECIDE_API_AUTH_REQUIRED=1; configuring DECIDE_API_KEY or DECIDE_PROXY_SHARED_TOKEN also enables it.

If you run decide behind the decidesite proxy with dynamic customer keys, also set:

• DECIDE_PROXY_SHARED_TOKEN: shared secret required in x-decide-proxy-token header for trusted proxy calls.
• DECIDE_API_KEY: optional direct backend credential for trusted server-side callers.
• DECIDE_GEMINI_TIMEOUT_MS: total Gemini model-ladder deadline (defaults to 15 seconds).
• DECIDE_GEMINI_ATTEMPT_TIMEOUT_MS: per-model attempt deadline (defaults to 5 seconds, bounded by the total deadline).

Rate limit: 100 requests/minute per IP.

For first-customer handoff and keyed production verification, see docs/FIRST_CUSTOMER_RUNBOOK.md.

Policy Fetch Hook (for policy checker browser-hook lane)

Use POST /api/policy-fetch-hook as a fetch adapter for the daily checker when direct fetches are blocked.

Request body:

{
  "url": "https://example.com/policy",
  "vendor": "example_vendor",
  "policy_type": "refund",
  "timeout_ms": 18000
}

Auth:

• Authorization: Bearer <POLICY_CHECK_BROWSER_HOOK_TOKEN> or x-hook-token: <token>

Server env:

• POLICY_CHECK_BROWSER_HOOK_TOKEN (required for endpoint auth)
• POLICY_FETCH_BROWSERLESS_TOKEN (optional; enables browserless render first)
• POLICY_FETCH_BROWSERLESS_CONTENT_URL (optional override; default https://chrome.browserless.io/content)
• POLICY_FETCH_ALLOWED_HOSTS (optional comma-separated host allowlist)

Checker (GitHub Actions, repo decide):

• Secret POLICY_CHECK_BROWSER_HOOK_URL = deployed endpoint URL (example: https://decide-1.vercel.app/api/policy-fetch-hook)
• Secret POLICY_CHECK_BROWSER_HOOK_TOKEN = same token as runtime env
• Variable POLICY_CHECK_FETCH_LANES_DEFAULT = browser_hook,direct,zendesk_api,mirror

Questions? support@decide.fyi or @decidefyi on X

Links

• Website: https://decide.fyi
• Policy alerts: https://www.decide.fyi/resources/policy-alerts
• Refund: https://refund.decide.fyi
• Cancel: https://cancel.decide.fyi
• Return: https://return.decide.fyi
• Trial: https://trial.decide.fyi
• X/Twitter: @decidefyi
• MCP Spec: https://modelcontextprotocol.io

---

Decide is the API engine. Applications prove the primitive.