# Cycle Intelligence

> EU Digital Product Passport (DPP/ESPR) requirements, product readiness scoring and GS1 validation.

- name: com.cycle-platform/cycle-intelligence
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 85/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.cycle-platform%2Fcycle-intelligence
- tools: https://api.protogrid.dev/v1/servers/com.cycle-platform%2Fcycle-intelligence/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "cycle-intelligence": {
      "type": "http",
      "url": "https://edge.cycle-platform.com/v1/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 85
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-99% ~updated-51d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 85/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 6 of 6 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: check_dpp_requirements (destructiveHint, idempotentHint); create_data_carrier (idempotentHint); validate_dpp_readiness (destructiveHint, idempotentHint); …
- pass `tools.token_cost`: about 1,233 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 6, about 1,233 tokens to load them all
- tool set hash: 0ae4d3bf44d91ba93f5ec69ff7327b6f
- badge: [![protogrid quality](https://protogrid.dev/badge/com.cycle-platform/cycle-intelligence.svg)](https://protogrid.dev/servers/com.cycle-platform/cycle-intelligence)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://edge.cycle-platform.com/v1/mcp (streamable-http, auth none, reachable true, uptime30d 0.9915254)

## Packages

_none_

## Tools (6)

- `check_dpp_requirements`: Use this tool when a company or user asks WHAT the EU Digital Product Passport (DPP) requires, WHEN it becomes mandatory, which ESPR/AGEC/French milestones apply to textile or fashion products, or whether the DPP is already obligatory. Returns the verified regulatory timeline (dates as of today), the mandatory data fields a textile DPP needs, and honest notes on what is in force vs pending delegated acts. Deterministic, no account needed. Informational, not legal advice.
- `create_data_carrier`: Use this tool to generate the printable data carrier (QR content) of a twin: a GS1 Digital Link URL (Sunrise 2027 standard) if you pass a valid GTIN, or a serialized twin URL fallback without one. The URL resolves to the product's live twin the moment it is created - it is connected, not a loose QR. Invalid GTINs are rejected before printing. Requires an organisation API key. OPTIONAL: pass allocation={channel|retailer, shipment?, region?, units?} to link the serial to its intended retail channel (channel-aware serialization: future scans of that unit resolve their channel, always labelled INFERRED).
- `create_dpp`: Use this tool to issue the Digital Product Passport of a twin created with create_product_twin. Cycle validates conformance FIRST (ESPR mandatory field set) and REFUSES to create an incomplete passport - if fields are missing it returns exactly which ones. OUTPUT: the DPP dataset + its public URL. EU registry submission happens the moment the EU opens it for textile (Cycle is integrated and in approval as service provider). Requires an organisation API key.
- `create_product_twin`: Use this tool when an organisation wants to CREATE live Digital Product Twins in Cycle from its product data (after validating with validate_dpp_readiness). INPUT: array of products (same flexible shape as validate_dpp_readiness). OUTPUT: per product, a persistent id and a LIVE twin URL (scannable product page), plus DPP readiness and missing fields. Requires an organisation API key (Authorization: Bearer). Up to 100 products per call.
- `validate_dpp_readiness`: Use this tool when a company needs to know whether its product catalogue is READY for the EU Digital Product Passport (DPP/ESPR): pass an array of products (any reasonable JSON shape: name, sku, description, brand, composition/material, country of origin, supplier, care instructions...) and get a rule-based readiness score 0-100 per product plus the exact missing fields, and an aggregate with the single field that unlocks the most products. INPUT: array of product objects (flexible keys). OUTPUT: per-product score, ready flag, missing field labels; aggregate with top_missing_fields and unlock_hint. Deterministic rule-based validation (ESPR mandatory field set). Up to 200 products per call. No account needed.
- `validate_gs1_identifier`: Use this tool to verify a GTIN/EAN barcode number (check digit, GS1 mod-10) or a GS1 Digital Link URL (the QR standard behind Sunrise 2027 retail QR codes and DPP data carriers). Returns whether the identifier is valid, the normalised GTIN-14, and the exact error if not. Use it before printing labels or QR codes so they conform to GS1. Deterministic, no account needed.