{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_6bdq9z432yzg","handle":"agentic-product-protocol-mcp","url":"https://wellknown.network/agents/agentic-product-protocol-mcp","links":{"self":"https://wellknown.network/agents/agentic-product-protocol-mcp/record.json","html":"https://wellknown.network/agents/agentic-product-protocol-mcp","markdown":"https://wellknown.network/agents/agentic-product-protocol-mcp/record.md","api":"https://wellknown.network/api/v1/agents/agentic-product-protocol-mcp","status":"https://wellknown.network/api/v1/agents/agentic-product-protocol-mcp/status","claim":"https://wellknown.network/agents/agentic-product-protocol-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agentic-product-protocol-mcp/claim.json","badge":"https://wellknown.network/agents/agentic-product-protocol-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/agentic-product-protocol-mcp/history","tools":"https://wellknown.network/api/v1/agents/agentic-product-protocol-mcp/tools"},"ard":{"identifier":"urn:air::server:agentic-product-protocol-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"agentic-product-protocol-mcp","summary":"Klarna-style product discovery for AI agents — structured product data, comparison, feed conversion","description":"# Agentic Product Protocol MCP Server\n\n**Klarna-style product discovery for AI shopping agents.**\n\nMakes product catalogs machine-readable so AI agents can search, compare, and purchase products programmatically — no screen scraping, no landing pages.\n\n## The Problem\n\nToday's e-commerce is built for humans: landing pages, image carousels, \"Add to Cart\" buttons. AI shopping agents can't efficiently navigate this. They need **structured product data** — not HTML.\n\nKlarna introduced the **Agentic Product Protocol** (December 2025) to solve exactly this: a standardized way for merchants to expose their product catalogs to AI agents. Think of it as RSS feeds, but for shopping.\n\n## What This Server Does\n\nThis MCP server implements the core ideas of agentic product discovery:\n\n- **Structured search results** — not web pages, but clean JSON with name, price, nutrition, ratings\n- **Product comparison** — side-by-side structured comparison across multiple dimensions\n- **Feed conversion** — take any product feed (JSON, CSV, Open Food Facts) and normalize it into an agent-friendly schema\n- **Schema generation** — convert raw product data into the Agentic Product Protocol format\n- **Availability checking** — real-time product status in a machine-readable format\n\nUses [Open Food Facts](https://world.openfoodfacts.org/) as a demo data source — works with any product feed.\n\n## Installation\n\n```bash\npip install agentic-product-protocol-mcp\n```\n\nOr with uvx (no install needed):\n\n```bash\nuvx agentic-product-protocol-mcp\n```\n\n## Configuration\n\n### Claude Desktop\n\nAdd to `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"product-protocol\": {\n      \"command\": \"uvx\",\n      \"args\": [\"agentic-product-protocol-mcp\"]\n    }\n  }\n}\n```\n\n### Claude Code (CLI)\n\n```bash\nclaude mcp add product-protocol -- uvx agentic-product-protocol-mcp\n```\n\n## Tools\n\n| Tool | Description |\n|------|-------------|\n| `search_products` | Search products with structured results (name, nutrition, labels, s…","publisher":{"name":"AiAgentKarl","url":null},"homepage":"https://github.com/AiAgentKarl/agentic-product-protocol-mcp","repository":"https://github.com/AiAgentKarl/agentic-product-protocol-mcp","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["agentic-commerce","ai-agents","e-commerce","klarna","mcp","product-discovery"],"pricing":null,"endpoints":[{"url":"pypi:agentic-product-protocol-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"documents.conversion","name":"Document Conversion","confidence":0.836,"provenance":"derived"},{"slug":"commerce.ecommerce","name":"E-commerce Operations","confidence":0.814,"provenance":"derived"},{"slug":"data.news","name":"News & Feeds","confidence":0.722,"provenance":"derived"}],"categories":["commerce","data","documents"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"agentic-product-protocol-mcp","registry":"pypi","observedAt":"2026-11-08T22:24:52.141Z","publishedAt":"2026-03-20T10:53:03.567815Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"agentic-product-protocol-mcp","url":"https://pypi.org/project/agentic-product-protocol-mcp/","firstSeenAt":"2026-09-09T08:20:59.678Z","fetchedAt":"2026-11-08T22:23:43.921Z","normalizedAt":"2026-11-08T22:23:43.921Z"}]},"firstSeenAt":"2026-09-09T08:20:59.678Z","updatedAt":"2026-11-08T22:24:52.141Z"}