nutriscan-ai
Title: NutriScan AI — Food Intelligence & Allergen Guard Short Description: A multi-modal food intelligence API for AI agents. Instantly analyze products via…
What it does
The specific capability behind this listing, and where to get it.
Title: NutriScan AI — Food Intelligence & Allergen Guard Short Description: A multi-modal food intelligence API for AI agents. Instantly analyze products via barcode, label photo, or ingredient text to get health scores, allergen warnings, and diet compatibility. Long Description: NutriScan AI is a powerful Model Context Protocol (MCP) server that gives AI agents "eyes" and "expertise" in the grocery aisle. It bridges the gap between raw product data (Open Food Facts/USDA) and actionable nutritional intelligence. Key Capabilities: Multi-Modal Input: Seamlessly switch between barcode lookup (UPC/EAN), OCR-powered label image analysis, and raw ingredient list text. Health Scoring: Instant Nutri-Score (A-F) grading and NOVA processing level classification (1-4). Advanced Allergen Guard: Multi-stage detection for 10+ major allergen groups, using a proprietary blend of database tags, heuristics, and LLM reasoning to catch hidden derivatives. Diet Compatibility: Automated verification for
Official nutriscan-ai links
Pricing & plans
Observed public pricing for nutriscan-ai, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$10 /mo
This plan sits close to the comparable median.
Comparison withheld: no comparable Individual flat cohort in ai-nutritionist. A flat plan is only benchmarked against flat peers in the same niche.
Why Agentery reaches that view
price_benchmarkComparison withheld — no matching-unit cohort.
get_provider_profile · plan historyPay as You Go observed 2026-09-25.
pricing recommendationWithheld — unit mismatch.
confidenceSource page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is nutriscan-ai good value?
How its price compares with genuinely comparable providers.
Not enough evidence yet to call it good — or poor — value.
Too few comparable providers at the same buyer tier and billing unit to benchmark this price honestly.
Check capability before deciding
Compare capability, compatibility and operational cost against the few observed peers — Agentery keeps the price status explicit and never invents a verdict.
View the full niche →nutriscan-ai's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "nutriscan_ai",
"name": "nutriscan-ai",
"url": "https://smithery.ai/server/b0d02xk/nutriscan-ai",
"logo": null,
"niche": "ai-nutritionist",
"category": "consumer-personal",
"short_summary": "Title: NutriScan AI — Food Intelligence & Allergen Guard\n\nShort Description: A multi-modal food intelligence API for AI agents. Instantly analyze products via…",
"task_performed": "Title: NutriScan AI — Food Intelligence & Allergen Guard\n\nShort Description: A multi-modal food intelligence API for AI agents. Instantly analyze products via barcode, label photo, or ingredient text to get health scores, allergen warnings, and diet compatibility.\n\nLong Description: NutriScan AI is a powerful Model Context Protocol (MCP) server that gives AI agents \"eyes\" and \"expertise\" in the grocery aisle. It bridges the gap between raw product data (Open Food Facts/USDA) and actionable nutritional intelligence.\n\nKey Capabilities:\nMulti-Modal Input: Seamlessly switch between barcode lookup (UPC/EAN), OCR-powered label image analysis, and raw ingredient list text.\nHealth Scoring: Instant Nutri-Score (A-F) grading and NOVA processing level classification (1-4).\nAdvanced Allergen Guard: Multi-stage detection for 10+ major allergen groups, using a proprietary blend of database tags, heuristics, and LLM reasoning to catch hidden derivatives.\nDiet Compatibility: Automated verification for",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [
"MCP"
],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "workflow automation",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for NutriScan AI on the supplied homepage.",
"confidence": "medium",
"source_url": "https://smithery.ai/server/b0d02xk/nutriscan-ai",
"checked_at": "2026-10-26T03:01:44.430Z",
"source_kind": "vendor",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "low",
"entity_type": "infrastructure",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://smithery.ai/server/b0d02xk/nutriscan-ai"
],
"last_checked": "2026-10-26",
"profile_checked": "2026-06-30",
"price_checked": "2026-10-26",
"how_to_connect": {
"website": "https://smithery.ai/server/b0d02xk/nutriscan-ai",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"install": null,
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"source_url": "https://smithery.ai/pricing",
"last_observed_day": "2026-09-25",
"age_days": 32,
"verified_day": "2026-09-25",
"note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": null,
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 914,
"uptime_7d": 1,
"checked_at": "2026-10-26T02:40:52.053Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}