AI Cooking Assistant
Query this niche via MCP
niche_report({ niche: "ai-cooking-assistant" })Agents · median
MCP servers · median
$10/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleMCP servers $10
Vectoralix Healthy Food Mcp · $4
Savor Dish · $9
Panko Food Safety · $10
Vectoralix Healthy Food Mcp · $32
Savor Dish · $40
$5
$10
$25
AgentsMCP serversshaded = middle half · line = median
All plans
5 pricedProvidervs its cohort medianMonthly
Vectoralix Healthy Food Mcpmcp
$4 below
Savor Dishmcp
$9 ~median
Panko Food Safetymcp
$10 ~median
Vectoralix Healthy Food Mcpmcp
$32 above
Savor Dishmcp
$40 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "ai-cooking-assistant",
"parent_sector": "consumer-personal",
"provider_type_pricing": {
"slug": "ai-cooking-assistant",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 6.37,
"p25": null,
"p75": null,
"providers": 4
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"by_provider_type": {
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"p75": null,
"providers": 1,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
"median": 4.49,
"p25": null,
"p75": null,
"providers": 3,
"publishable": true,
"confidence": "provisional"
}
},
"recommended_cohort": null,
"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
"fallback_context": null,
"context_note": null
},
"crowding_level": "sparse",
"observed_node_count": 1,
"adjacent_niches": [
"ai-tax-prep-consumer",
"visa-immigration-consumer",
"mental-health-companion",
"ai-nutritionist",
"ai-legal-assistant-consumer",
"local-ai-platform"
],
"market_pulse": {
"pulse": 34,
"drivers": [
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"money_share": 0.25,
"entry_rate": 0,
"alive_share": 1
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"price_move": {
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"comparable_agents": 4,
"quarantined_agents": 0,
"confidence": "high",
"published": {
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"m": false
},
"held_reason": {
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"tier_own_move": {
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"m": {
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"tier_agents": {
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},
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"currency": "USD",
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"provider_count": 4,
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"data_confidence": 0.33,
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"reliability": "low",
"members": [
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"provider": "vectoralix_healthy_food_mcp",
"usd": 4.49
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{
"provider": "savor_dish",
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{
"provider": "fridgesnap_ai",
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{
"provider": "panko_food_safety",
"usd": 10
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{
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"data_confidence": 0.18,
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"reliability": "low",
"members": [
{
"provider": "vectoralix_healthy_food_mcp",
"usd": 32.49
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{
"provider": "savor_dish",
"usd": 39.99
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]
}
],
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"evidence": {
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"count": 11,
"offers": [
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"provider": "fridgesnap_ai",
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"billing": "monthly",
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"price": "$9.99/mo",
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{
"provider": "fridgesnap_ai",
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"price": "$99/year",
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{
"provider": "panko_food_safety",
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"price": "$10/mo",
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{
"provider": "savor_dish",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$7.99/mo",
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},
{
"provider": "savor_dish",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$9.99/mo",
"monthly_usd": 9.99
},
{
"provider": "savor_dish",
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"billing": "monthly",
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"price": "$29.99/mo",
"monthly_usd": 29.99
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{
"provider": "savor_dish",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$39.99/mo",
"monthly_usd": 39.99
},
{
"provider": "savor_dish",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49.99/mo",
"monthly_usd": 49.99
},
{
"provider": "vectoralix_healthy_food_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$4.49 /mo",
"monthly_usd": 4.49
},
{
"provider": "vectoralix_healthy_food_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$14.99 /mo",
"monthly_usd": 14.99
},
{
"provider": "vectoralix_healthy_food_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49.99 /mo",
"monthly_usd": 49.99
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "savor_dish",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$2.99 to $49.99",
"monthly_usd": null
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]
},
{
"billing": "usage",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "panko_food_safety",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.10 / 1K",
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]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "panko_food_safety",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 4,
"normalized_observations": 11,
"comparable_providers": 4,
"strict_cohorts": 2,
"exclusion_reasons": {
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"one_time": 1,
"free_or_zero": 1,
"usage_not_monthly": 1,
"ambiguous_cadence": 1
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}
}
},
"billingMix": {
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"freeTierShare": 1,
"medianLowestUsd": 6.37
},
"movement": {
"niche": "ai-cooking-assistant",
"sector": "consumer-personal",
"pricedNow": 4,
"pairs": 4,
"repriced": [
{
"handle": "savor_dish",
"from": 7.99,
"to": 2.99,
"pct": -62.6
}
],
"newlyPriced": [],
"droppedFromPriced": [],
"likeForLikePct": -21.8,
"kind": "repricing",
"narrative": "Genuine repricing: 1 agent repriced — all down (avg -21.8%)."
},
"index_series": {
"series": [
{
"day": "2026-07-19",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
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"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
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"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 7,
"dayChangePct": 0
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],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "savor_dish",
"name": "SAVORDISH",
"url": "https://savordish.com",
"short_summary": "AI-powered recipe generation, meal planning, and grocery list creation",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 2.99,
"monthly_usd": 2.99,
"headline": "Free tier, then from $2.99/mo",
"summary": "Free tier, then from $2.99/mo. Savor offers a permanent free plan, five paid monthly plans from $7.99/mo to $49.99/mo, and one-time AI credit packs from $2.99 to $49.99."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "food_recipe_mcp",
"name": "Food-Recipe-MCP",
"url": "https://recipes.aidatanorge.no/",
"short_summary": "semantic search over 50,000+ recipes with filtering capabilities",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for the recipe search or MCP service."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "sous_chef_ai",
"name": "Sous Chef AI cooking assistant",
"url": "https://devpost.com/software/sous-chef-your-ai-cooking-assistant",
"short_summary": "voice-controlled AI cooking assistant that manages recipes, timers, tracks cooking progress, and finds nearby grocery stores",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for Sous-Chef on the available homepage content."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "panko_food_safety",
"name": "Panko Alerts",
"url": "https://smithery.ai/server/alex-kenny-lee-vfjv/panko-food-safety",
"short_summary": "Search live food safety data from FDA, FSIS, CDC, and city health departments (NYC, Chicago, SF, Seattle, Boston). 5 tools: search recalls, outbreaks, alerts,…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as you go plan with usage credits, and custom enterprise pricing."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "vectoralix_healthy_food_mcp",
"name": "vectoralix-healthy-food-mcp",
"url": "https://vectoralix.com/mcp-servers/healthy-food.",
"short_summary": "Healthy Food MCP exposes structured recipe content for agents and editors. It can list calorie categories, list diet and meal groups, browse recipe records, fe…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 4.49,
"monthly_usd": 4.49,
"headline": "Free tier, then from $4.49/mo",
"summary": "Free tier, then from $4.49/mo. Vectoralix offers a free plan and paid monthly Starter, Pro, and Ultra plans priced from $4.49 to $49.99 per month."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "fridgesnap_ai",
"name": "Fridgesnap Ai",
"url": "https://eat.fridgesnapai.recipes/",
"short_summary": "AI agent that analyzes photos of your fridge contents and generates chef-crafted recipes with AI-generated food photography. Helps reduce food waste by suggest…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 8.25,
"monthly_usd": 8.25,
"headline": "Free tier, then from $8.25/mo",
"summary": "Free tier, then from $8.25/mo. FridgeSnap offers a freemium model with a 7-day free trial, then $9.99/month, $99/year, or $499 lifetime access."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/ai-cooking-assistant",
"summary": {
"niche": "ai-cooking-assistant",
"sector": "consumer-personal",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $9/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 8.99,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
32.49,
39.99
]
}
],
"warnings": [
"This niche currently has sufficient MCP pricing but insufficient agent pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "ai-cooking-assistant"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/ai-cooking-assistant",
"counts": {
"listings_with_price_capture": 6,
"listings_with_observed_public_price": 4,
"providers_with_numeric_monthly_price_latest_scan": 4,
"like_for_like_comparable_pairs": 4
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 9.06,
"provider_count": 4,
"plan_observation_count": 6,
"data_confidence": 0.33,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.3,
"provider_count": 4,
"plan_observation_count": 6
},
"reliability": "low",
"members": [
{
"provider": "vectoralix_healthy_food_mcp",
"usd": 4.49
},
{
"provider": "savor_dish",
"usd": 8.99
},
{
"provider": "fridgesnap_ai",
"usd": 9.12
},
{
"provider": "panko_food_safety",
"usd": 10
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 36.24,
"provider_count": 2,
"plan_observation_count": 5,
"data_confidence": 0.18,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.25,
"provider_count": 2,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "vectoralix_healthy_food_mcp",
"usd": 32.49
},
{
"provider": "savor_dish",
"usd": 39.99
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 6,
"listings_with_observed_public_price": 4,
"normalized_observations": 11,
"comparable_providers": 4,
"strict_cohorts": 2,
"exclusion_reasons": {
"promo": 1,
"one_time": 1,
"free_or_zero": 1,
"usage_not_monthly": 1,
"ambiguous_cadence": 1
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"promo": 1,
"one_time": 1,
"free_or_zero": 1,
"usage_not_monthly": 1,
"ambiguous_cadence": 1
},
"billing_mix": {
"freemium": 4
},
"free_tier_share": 1,
"top_providers": [
{
"agent_id": "savor_dish",
"name": "SAVORDISH",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 2.99,
"monthly_usd": 2.99,
"headline": "Free tier, then from $2.99/mo",
"summary": "Free tier, then from $2.99/mo. Savor offers a permanent free plan, five paid monthly plans from $7.99/mo to $49.99/mo, and one-time AI credit packs from $2.99 to $49.99."
},
"observed": true
},
{
"agent_id": "food_recipe_mcp",
"name": "Food-Recipe-MCP",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for the recipe search or MCP service."
},
"observed": false
},
{
"agent_id": "sous_chef_ai",
"name": "Sous Chef AI cooking assistant",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for Sous-Chef on the available homepage content."
},
"observed": false
},
{
"agent_id": "panko_food_safety",
"name": "Panko Alerts",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as you go plan with usage credits, and custom enterprise pricing."
},
"observed": true
},
{
"agent_id": "vectoralix_healthy_food_mcp",
"name": "vectoralix-healthy-food-mcp",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 4.49,
"monthly_usd": 4.49,
"headline": "Free tier, then from $4.49/mo",
"summary": "Free tier, then from $4.49/mo. Vectoralix offers a free plan and paid monthly Starter, Pro, and Ultra plans priced from $4.49 to $49.99 per month."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "ai-cooking-assistant"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "ai-cooking-assistant",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "savor_dish"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "savor_dish"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
4 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
SAVORDISHAI-powered recipe generation, meal planning, and grocery list creationPAPanko AlertsSearch live food safety data from FDA, FSIS, CDC, and city health departments (NYC, Chicago, SF, Seattle, Boston). 5 tools: search recalls, outbreaks, alerts,…
mcp$10from / mo72.4% below100% liveVvectoralix-healthy-food-mcpHealthy Food MCP exposes structured recipe content for agents and editors. It can list calorie categories, list diet and meal groups, browse recipe records, fe…
mcp$4.49from / mo87.6% below100% live
Fridgesnap AiAI agent that analyzes photos of your fridge contents and generates chef-crafted recipes with AI-generated food photography. Helps reduce food waste by suggest…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.