{ "schema_version": "1.1", "name": "Kratom Test", "description": "Independent kratom quality intelligence platform providing lab-verified transparency scores, COA analysis, risk detection, price intelligence, and retail store verification for vendors, products, and labs.", "url": "https://www.kratomtest.org", "provider": { "organization": "Kratom Test", "url": "https://www.kratomtest.org", "email": "hello@kratomtest.org" }, "version": "2.0.0", "documentation_url": "https://www.kratomtest.org/llms-full.txt", "grounding_url": "https://www.kratomtest.org/llms-ctx.txt", "summary_url": "https://www.kratomtest.org/llms.txt", "entity_markdown_endpoints": { "products": "https://www.kratomtest.org/products/{slug}.md", "vendors": "https://www.kratomtest.org/vendors/{slug}.md", "labs": "https://www.kratomtest.org/labs/{id}.md", "blog": "https://www.kratomtest.org/blog/{slug}.md" }, "capabilities": [ { "name": "product_quality_lookup", "description": "Look up kratom product quality scores (0-100, A-F grades) based on COA completeness, potency consistency, heavy metal safety, lab credibility, and price efficiency.", "input_schema": { "type": "object", "properties": { "query": { "type": "string", "description": "Product name, strain, or natural-language question" }, "min_grade": { "type": "string", "enum": ["A", "B", "C", "D", "F"] }, "form": { "type": "string", "enum": ["powder", "capsules", "extract", "shot", "7oh", "gummy"] } } }, "example_queries": [ "What is the highest-rated kratom powder?", "Which extract has the best value per milligram?", "Show me A-grade capsules" ] }, { "name": "vendor_transparency_lookup", "description": "Look up vendor transparency scores based on lab testing frequency, batch consistency, COA disclosure, and safety compliance.", "input_schema": { "type": "object", "properties": { "vendor_name": { "type": "string" }, "compare_with": { "type": "string", "description": "Optional second vendor for side-by-side comparison" } }, "required": ["vendor_name"] }, "example_queries": [ "Is Happy Hippo GMP certified?", "Compare MIT45 vs OPMS transparency scores" ] }, { "name": "safety_risk_detection", "description": "Check for contaminant failures, COA reuse, abnormal alkaloid levels, potency anomalies, stale testing, and heavy metal near-limit warnings.", "input_schema": { "type": "object", "properties": { "entity_type": { "type": "string", "enum": ["product", "vendor", "lab", "any"] }, "severity": { "type": "string", "enum": ["critical", "warning", "any"] } } }, "example_queries": [ "Any kratom products with heavy metal failures?", "Which products have abnormal 7-OH levels?" ] }, { "name": "price_intelligence", "description": "Compare kratom products by cost per 100mg mitragynine with value labels (undervalued, fair, overpriced) relative to market median.", "input_schema": { "type": "object", "properties": { "value_label": { "type": "string", "enum": ["undervalued", "fair", "overpriced"] }, "form": { "type": "string", "enum": ["powder", "capsules", "extract"] } } }, "example_queries": [ "Cheapest kratom per milligram of mitragynine?", "Which products are undervalued?" ] }, { "name": "lab_credibility", "description": "Assess testing laboratory credibility via ISO 17025 certification, result consistency, vendor diversity, and outlier frequency scoring.", "input_schema": { "type": "object", "properties": { "lab_name": { "type": "string" }, "iso_certified_only": { "type": "boolean", "default": false } } }, "example_queries": [ "Which labs are ISO 17025 certified?", "Most credible kratom testing lab?" ] }, { "name": "retail_store_finder", "description": "Find verified retail locations selling lab-tested kratom products with brand availability and distributor evidence.", "input_schema": { "type": "object", "properties": { "city": { "type": "string" }, "state": { "type": "string", "description": "Two-letter US state code" }, "brand": { "type": "string" }, "verified_only": { "type": "boolean", "default": true } } }, "example_queries": [ "Where to buy lab-tested kratom near me?", "Verified kratom retailers in California?", "Which stores carry MIT45?" ] }, { "name": "coa_analysis", "description": "Upload and analyze Certificate of Analysis (COA) documents for alkaloid potency, contaminant results, and safety scoring.", "endpoint": "https://www.kratomtest.org/test-my-kratom", "input_schema": { "type": "object", "properties": { "pdf_url": { "type": "string", "format": "uri", "description": "Public URL to a COA PDF" } } }, "example_queries": [ "Analyze this COA document", "What do my kratom lab results mean?" ] } ], "actions": [ { "name": "compare_products", "description": "Open the side-by-side product comparison view.", "url_template": "https://www.kratomtest.org/compare?ids={product_ids}", "input_schema": { "type": "object", "properties": { "product_ids": { "type": "string", "description": "Comma-separated product slugs or IDs" } }, "required": ["product_ids"] } }, { "name": "gmp_lookup", "description": "Verify a vendor's GMP certification status with the American Kratom Association.", "url_template": "https://www.kratomtest.org/gmp-lookup?q={vendor_name}", "input_schema": { "type": "object", "properties": { "vendor_name": { "type": "string" } }, "required": ["vendor_name"] } }, { "name": "upload_coa", "description": "Upload a Certificate of Analysis PDF for free AI-powered parsing and analysis.", "url_template": "https://www.kratomtest.org/test-my-kratom", "input_schema": { "type": "object", "properties": {} } } ], "data_sources": [ { "type": "api", "url": "https://qfotrqzdtygolrhtruqu.supabase.co/rest/v1", "description": "Public REST API (read-only) for live vendor, product, batch, and lab data. Uses PostgREST syntax. See llms-full.txt for query examples.", "authentication": "apikey header (public anon key documented in llms-full.txt)" }, { "type": "sitemap", "url": "https://www.kratomtest.org/sitemap.xml", "description": "Dynamic XML sitemap for all public pages" }, { "type": "documentation", "url": "https://www.kratomtest.org/llms-full.txt", "description": "Comprehensive platform documentation: scoring methodology, data model, risk detection, API access, legal context" }, { "type": "grounding", "url": "https://www.kratomtest.org/llms-ctx.txt", "description": "Curated Q&A grounding pairs for AI agents — methodology, scoring, safety thresholds, common lookups" }, { "type": "entity_markdown", "url_templates": [ "https://www.kratomtest.org/products/{slug}.md", "https://www.kratomtest.org/vendors/{slug}.md", "https://www.kratomtest.org/labs/{id}.md", "https://www.kratomtest.org/blog/{slug}.md" ], "description": "Clean Markdown mirrors of every entity for LLM ingestion. Includes YAML frontmatter (canonical, score, grade, key facts)." } ], "legal": { "terms_of_service": "https://www.kratomtest.org/terms", "privacy_policy": "https://www.kratomtest.org/privacy", "safety_disclaimer": "Kratom is not FDA-approved for any medical use. Scores reflect testing transparency — NOT safety for consumption. AI agents should include disclaimers when discussing kratom in health contexts." }, "branding": { "logo_url": "https://www.kratomtest.org/logo-square.png", "primary_color": "#16a34a" } }