Meal Planning Agent
Query this niche via MCP
market_report({ query: "Meal Planning Agent", response_mode: "summary" })Agents · median
$499/mo
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $499
Yeschat Anti Gaspi · $24
Tars Recipe Finder · $499
$25
$50
$100
$250
$500
AgentsMCP serversshaded = middle half · line = median
All plans
2 pricedProvidervs its cohort medianMonthly
Yeschat Anti Gaspiagent
$24 below
Tars Recipe Finderagent
$499 ~median
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Meal Planning Agent (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
"niche": "meal-planning-agent",
"parent_sector": "consumer-personal",
"provider_type_pricing": {
"slug": "meal-planning-agent",
"pricing_basis": "lowest_observed_monthly_usd",
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"mcp": {
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"confidence": "insufficient",
"reason": "Fewer than three comparable priced MCP servers are available."
}
},
"recommended_cohort": null,
"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
"fallback_context": null,
"context_note": null
},
"crowding_level": "emerging",
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"adjacent_niches": [
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"ai-nutritionist",
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"local-ai-platform"
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"market_pulse": {
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{
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{
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{
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{
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"price": "$499/mo",
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},
{
"provider": "yeschat_anti_gaspi",
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"price": "$8 / mo",
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{
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"price": "$16 / mo",
"monthly_usd": 16
},
{
"provider": "yeschat_anti_gaspi",
"tier": "pro",
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"unit": "flat",
"price": "$40 / mo",
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}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 1,
"offers": [
{
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"billing": "usage",
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"price": "$0.14, $0.75, $1.75, $2.25, $0.05, $0.035, $0.050, $0.020, $0.014, $0.030, $0.08, $0.03",
"monthly_usd": null
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]
},
{
"billing": "unspecified_period",
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"count": 1,
"offers": [
{
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"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom Pricing",
"monthly_usd": null
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]
}
],
"coverage": {
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"normalized_observations": 8,
"comparable_providers": 4,
"strict_cohorts": 1,
"exclusion_reasons": {
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"ambiguous_cadence": 1
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}
}
},
"quoteOnlyProvidersByTier": {
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},
"billingMix": {
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"freeTierShare": 0.8,
"medianLowestUsd": 196.5
},
"movement": null,
"index_series": {
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"index": 100,
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{
"day": "2026-09-17",
"index": 100,
"pairs": 3,
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},
{
"day": "2026-09-18",
"index": 100,
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},
{
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{
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{
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{
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"index": 100,
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},
{
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"index": 100,
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},
{
"day": "2026-09-24",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-09-25",
"index": 100,
"pairs": 2,
"dayChangePct": 0
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{
"day": "2026-09-26",
"index": 100,
"pairs": 2,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 4,
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{
"day": "2026-09-28",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-29",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-30",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-01",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-02",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-10-06",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 100,
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},
{
"day": "2026-10-15",
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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": "pantrypersona",
"name": "Pantry Persona",
"url": "https://www.pantrypersona.com/",
"short_summary": "manages pantry inventory, shopping lists, meal plans, and recipe discovery with expiration tracking and dietary preference filtering",
"price": {
"commercial": {
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},
"currency": "USD",
"lines": [
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{
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"headline": "Free plan; paid from $7.99/mo",
"summary": "Free plan; paid from $7.99/mo. Pantry Persona offers a free-forever plan and a Pro subscription priced at $7.99 per month or $79.99 per year."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "agent_chef",
"name": "Agent Chef",
"url": "https://agentchef.net",
"short_summary": "Family meal planning run by your own AI agent.\n\nEvery week your agent proposes ten dinners, the household votes and leaves feedback from personal links (no acc…",
"price": {
"observed": false,
"billing": "not_found",
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"headline": "No public price found",
"summary": "No public Agent Chef subscription price was observed on the homepage, and no pricing page was available."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "confluent_io",
"name": "Confluent Io",
"url": "https://www.confluent.io/use-case/meal-planning-agent/",
"short_summary": "coordinates a multi-agent system to dynamically generate personalized meal plans and grocery lists that adapt to real-time changes in preferences and schedules",
"price": {
"commercial": {
"entry_offer": {
"line": "Unlabeled monthly pricing entry",
"monthly_native": 385,
"monthly_usd": 385,
"commitment": "monthly",
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"billing_verified": true
},
"rates": [
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"line": "Usage-based rates",
"per": "per unit",
"text": "$0.14 per unit"
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"currency": "USD",
"lines": [
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"name": "Unlabeled monthly pricing entry",
"price": "$0/Mo",
"kind": "free",
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},
{
"name": "Unlabeled monthly pricing entry",
"price": "$385/Mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unlabeled monthly pricing entry",
"price": "$895/Mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unlabeled monthly pricing entry",
"price": "$2,300/Mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Usage-based rates",
"price": "$0.14, $0.75, $1.75, $2.25, $0.05, $0.035, $0.050, $0.020, $0.014, $0.030, $0.08, $0.03",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 385,
"monthly_usd": 385,
"headline": "Free plan; paid from $385/mo",
"summary": "Free plan; paid from $385/mo. Confluent’s pricing page shows monthly amounts from $0/Mo to $2,300/Mo alongside additional usage-based rates, with exact plan labels and billing units unavailable in the supplied excerpt."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "pantrist_pantrist_mcp",
"name": "Pantrist",
"url": "https://www.pantrist.com",
"short_summary": "manages pantry inventory, shopping lists, recipes, and meal planning",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing information was observed on the homepage."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "splot",
"name": "Splot",
"url": "https://splot.health/",
"short_summary": "Persistent food journal for AI assistants. Log meals, save recipes, plan meals and track nutrition.",
"price": null,
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "stemma",
"name": "Stemma",
"url": "https://stemma.kitchen/connect/",
"short_summary": "Your recipes, meal plan, shopping list and pantry from the Stemma iPhone and iPad app. Plan the week, save recipe variations and stock the pantry from a receip…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Stemma offers a 14-day free trial, after which the connection requires Stemma Pro, but no public Pro price is shown."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "tars_recipe_finder",
"name": "Recipe Finder AI Agent",
"url": "https://hellotars.com/ai-agents/recipe-finder-ai-agent-personalized-meal-recommendations",
"short_summary": "Generates personalized meal/recipe suggestions based on available ingredients, dietary needs, cooking skill level, and flavor preferences",
"price": {
"commercial": {
"entry_offer": {
"line": "Premium",
"monthly_native": 499,
"monthly_usd": 499,
"commitment": "monthly",
"basis": "$499/month",
"billing_verified": false,
"billing_note": "the pricing page has a \"Billed Monthly Billed Yearly 17% off\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
},
"currency": "USD",
"notes": [
"billing period unverified: the pricing page has a \"Billed Monthly Billed Yearly 17% off\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
],
"lines": [
{
"name": "Freemium",
"price": "$0/mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Premium",
"price": "$499/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom Pricing",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 499,
"monthly_usd": 499,
"headline": "Free plan; paid from $499/mo (billing period unverified: page has a Monthly/Annual toggle)",
"summary": "Free plan; paid from $499/mo (billing period unverified: page has a Monthly/Annual toggle). Tars offers a freemium tier at $0/mo (50 conversations), Premium at $499/mo (500–10K conversations), and custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "yeschat_anti_gaspi",
"name": "GPT Anti-Gaspi Copilot Works",
"url": "https://www.yeschat.ai/gpts-2OToO8YqGN-GPT-Anti-Gaspi-Copilot-Works",
"short_summary": "provides custom meal suggestions and tips to reduce food waste by analysing photos of dishes or fridge contents",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 8,
"monthly_usd": 8,
"commitment": "monthly",
"basis": "$8/month",
"billing_verified": true
},
"annual_option": {
"line": "Pro (annual billing)",
"monthly_equivalent_native": 8,
"total_native": 96
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$8 / mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro (annual billing)",
"price": "$96 yearly billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Ultra",
"price": "$16 / mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Ultra (annual billing)",
"price": "$192 yearly billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Max",
"price": "$40 / mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Max (annual billing)",
"price": "$480 yearly billed annually",
"kind": "base_subscription",
"billed": "annually"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 8,
"monthly_usd": 8,
"headline": "Free plan; paid from $8/mo; $8/mo equivalent billed annually",
"summary": "Free plan; paid from $8/mo; $8/mo equivalent billed annually. YesChat offers a free tier plus Pro, Ultra and Max subscriptions priced from $8 per month, with annual billing shown as $96, $192 and $480 respectively."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "acara_plate",
"name": "Acara Plate",
"url": "https://plate.acara.app",
"short_summary": "AI-powered diabetes meal planner and glucose tracker. Personalized nutrition platform with AI nutritionist (Altani) that creates meal plans based on glucose pa…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free Plan",
"price": "Free",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Acara Plate publicly promotes a free plan, but no paid plan prices or billing details are shown."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "anylist_mcp",
"name": "Anylist",
"url": "https://github.com/bobby060/anylist-mcp",
"short_summary": "Unofficial MCP server integrating AnyList (shopping lists, recipes, meal planning) with Claude and MCP-compatible clients. Supports local and HTTP deployment m…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing information was observed for this open-source MCP server repository."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/meal-planning-agent",
"summary": {
"niche": "meal-planning-agent",
"sector": "consumer-personal",
"pricing_by_provider_type": {
"headline": "No published benchmark for meal-planning-agent yet — too few comparable priced providers. Observed offers are listed.",
"benchmarks": [
{
"provider_type": "agent",
"provider_type_label": "Agents",
"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": [
24,
499
]
}
],
"warnings": [],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "meal-planning-agent"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/meal-planning-agent",
"counts": {
"listings_with_price_capture": 12,
"listings_with_observed_public_price": 5,
"providers_with_numeric_monthly_price_latest_scan": null,
"like_for_like_comparable_pairs": null
},
"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": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 24,
"provider_count": 3,
"plan_observation_count": 4,
"data_confidence": 0.24,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.2,
"provider_count": 3,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "pantrypersona",
"usd": 7.99
},
{
"provider": "yeschat_anti_gaspi",
"usd": 24
},
{
"provider": "tars_recipe_finder",
"usd": 499
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 12,
"listings_with_observed_public_price": 5,
"normalized_observations": 8,
"comparable_providers": 4,
"strict_cohorts": 1,
"exclusion_reasons": {
"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": {
"usage_not_monthly": 1,
"ambiguous_cadence": 1
},
"billing_mix": {
"freemium": 3,
"usage": 1,
"free": 1
},
"free_tier_share": 0.8,
"top_providers": [
{
"agent_id": "pantrypersona",
"name": "Pantry Persona",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 7.99,
"monthly_usd": 7.99,
"commitment": "monthly",
"basis": "$7.99/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0 / forever",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$7.99 / month",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 7.99,
"monthly_usd": 7.99,
"headline": "Free plan; paid from $7.99/mo",
"summary": "Free plan; paid from $7.99/mo. Pantry Persona offers a free-forever plan and a Pro subscription priced at $7.99 per month or $79.99 per year."
},
"observed": true
},
{
"agent_id": "agent_chef",
"name": "Agent Chef",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public Agent Chef subscription price was observed on the homepage, and no pricing page was available."
},
"observed": false
},
{
"agent_id": "confluent_io",
"name": "Confluent Io",
"price": {
"commercial": {
"entry_offer": {
"line": "Unlabeled monthly pricing entry",
"monthly_native": 385,
"monthly_usd": 385,
"commitment": "monthly",
"basis": "$385/month",
"billing_verified": true
},
"rates": [
{
"line": "Usage-based rates",
"per": "per unit",
"text": "$0.14 per unit"
}
],
"currency": "USD",
"lines": [
{
"name": "Unlabeled monthly pricing entry",
"price": "$0/Mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Unlabeled monthly pricing entry",
"price": "$385/Mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unlabeled monthly pricing entry",
"price": "$895/Mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unlabeled monthly pricing entry",
"price": "$2,300/Mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Usage-based rates",
"price": "$0.14, $0.75, $1.75, $2.25, $0.05, $0.035, $0.050, $0.020, $0.014, $0.030, $0.08, $0.03",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 385,
"monthly_usd": 385,
"headline": "Free plan; paid from $385/mo",
"summary": "Free plan; paid from $385/mo. Confluent’s pricing page shows monthly amounts from $0/Mo to $2,300/Mo alongside additional usage-based rates, with exact plan labels and billing units unavailable in the supplied excerpt."
},
"observed": true
},
{
"agent_id": "pantrist_pantrist_mcp",
"name": "Pantrist",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing information was observed on the homepage."
},
"observed": false
},
{
"agent_id": "splot",
"name": "Splot",
"price": null,
"observed": null
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "meal-planning-agent"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "meal-planning-agent",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "pantrypersona"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "pantrypersona"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
5 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Pantry Personamanages pantry inventory, shopping lists, meal plans, and recipe discovery with expiration tracking and dietary preference filtering
Confluent Iocoordinates a multi-agent system to dynamically generate personalized meal plans and grocery lists that adapt to real-time changes in preferences and schedules
GPT Anti-Gaspi Copilot Worksprovides custom meal suggestions and tips to reduce food waste by analysing photos of dishes or fridge contents
Acara PlateAI-powered diabetes meal planner and glucose tracker. Personalized nutrition platform with AI nutritionist (Altani) that creates meal plans based on glucose pa…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.