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MCP Server

Cycle Intelligence

com.cycle-platform/cycle-intelligence
Commerce & Retail Legal & Compliance Public & reachable MCP 2026-07-28

What this MCP does

Checks EU Digital Product Passport requirements, scores product readiness, validates GS1 identifiers, and creates product twins and passports.

Capabilities

Tools

6 tools
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.
Read only
Input schema 
{'type': 'object', 'properties': {'sector': {'type': 'string', 'description': 'Optional sector hint (textile, fashion, beauty, fmcg). Default textile.'}}}
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).
Input schema 
{'type': 'object', 'properties': {'sku': {'type': 'string'}, 'gtin': {'type': 'string'}, 'serial': {'type': 'string'}, 'allocation': {'type': 'object', 'description': 'optional intended retail channel: {channel, retailer, shipment, region, units}'}, 'product_id': {'type': 'string'}}}
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.
Input schema 
{'type': 'object', 'properties': {'sku': {'type': 'string'}, 'product_id': {'type': 'string'}}}
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.
Input schema 
{'type': 'object', 'required': ['products'], 'properties': {'products': {'type': 'array', 'items': {'type': 'object'}}}}
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.
Read only
Input schema 
{'type': 'object', 'required': ['products'], 'properties': {'products': {'type': 'array', 'items': {'type': 'object'}, 'description': 'Products to validate. Flexible keys accepted: name/title, sku, description, brand/vendor, composition/material/fabric, country/origin/manufacturing_country, supplier, care/care_instructions, compliance, certifications.'}}}
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.
Read only
Input schema 
{'type': 'object', 'properties': {'gtin': {'type': 'string', 'description': 'GTIN/EAN-8/12/13/14 to validate.'}, 'digital_link': {'type': 'string', 'description': 'GS1 Digital Link URL to validate (e.g. https://id.example.com/01/09506000134352/21/SER123).'}}}
History

Recent tool changes

Added
create_data_carrier
Sept. 17, 2026, 12:34 p.m.
Added
create_dpp
Sept. 17, 2026, 12:34 p.m.
Added
create_product_twin
Sept. 17, 2026, 12:34 p.m.
Added
validate_gs1_identifier
Sept. 17, 2026, 12:34 p.m.
Added
validate_dpp_readiness
Sept. 17, 2026, 12:34 p.m.
Added
check_dpp_requirements
Sept. 17, 2026, 12:34 p.m.
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