# Best recipe, nutrition and meal planning APIs for AI agents (slim)

> LogMeal (D), spoonacular (D) and Instacart Developer Platform API + MCP (D) lead the 8 ranked recipe, nutrition and meal planning APIs. Picks by need, strengths, weaknesses and prices from the Anchor benchmark.

- Full: https://www.anchorterminal.com/best/cooking/index.md (~5,350 tokens) · this version ~1,430 tokens · JSON https://www.anchorterminal.com/best/cooking/index.json · canonical https://www.anchorterminal.com/best/cooking/
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-03
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

All 8 ranked recipe, nutrition and meal planning APIs on the Anchor benchmark, with a pick for each need and where each one falls short. Scores come from public evidence, re-checked as vendors change.

- Ranked: 8 · agent-ready (BB or better): 0 · accept x402: 0 · hosted endpoints: 2
- Full ranked table: https://www.anchorterminal.com/categories/cooking.md
- Head-to-head comparisons: https://www.anchorterminal.com/compare/cooking/index.md (28)
- Methodology: https://www.anchorterminal.com/benchmark/index.md

## The shortlist

| # | Tool | Grade | Score | Best for | Price | Where |
| --- | --- | --- | --- | --- | --- | --- |
| 1 | [LogMeal](https://www.anchorterminal.com/tools/logmeal.md) | D | 49.1 | Agents that log meals from photos for a person and keep a nutrition history with goals, plans and manager oversight, within the EU. | Paid | Local |
| 2 | [spoonacular](https://www.anchorterminal.com/tools/spoonacular.md) | D | 49 | Agents that need recipe search with diet and nutrient filters, ingredient substitutions and nutrition, and meal plans or shopping lists written to a connected user. | $29 / mo | Local |
| 3 | [Instacart Developer Platform API + MCP](https://www.anchorterminal.com/tools/instacart.md) | D | 48.5 | Grocery list and recipe hand-off for meal planning and recipe agents in the US and Canada. | Free | Hosted |
| 4 | [Eat This Much Partner API](https://www.anchorterminal.com/tools/eat-this-much.md) | E | 45.7 | Health, fitness, dietitian and healthcare apps that want generated meal plans and grocery lists under contract. | Paid | Local |
| 5 | [Edamam](https://www.anchorterminal.com/tools/edamam.md) | E | 42.2 | Agents that need recipe candidates filtered by diet, allergen and nutrient ranges with nutrition on each, or food and barcode nutrition through the MCP tools. | $9 / mo | Hosted |
| 6 | [fatsecret Platform API](https://www.anchorterminal.com/tools/fatsecret.md) | E | 42 | Agents logging foods and reading serving-level nutrients, allergens and barcodes for a person, with diaries written back; strongest outside the US on Premier with 62 regional datasets. | Freemium | Local |
| 7 | [MealMe API](https://www.anchorterminal.com/tools/mealme.md) | E | 38.4 | Agents that must place a real restaurant or grocery order in the US or Canada, or compare live prices across stores, and can hold a card on the account. | $0.10 / call | Local |
| 8 | [Nutritionix API](https://www.anchorterminal.com/tools/nutritionix.md) | F | 33.6 | Agents that log meals from free text for a US or UK audience and need branded grocery and restaurant nutrition with UPCs, under a sales contract. | Paid | Local |

## Picks by need

- Highest score overall: [LogMeal](https://www.anchorterminal.com/tools/logmeal.md), D, 49.1/100 on the benchmark. Also [spoonacular](https://www.anchorterminal.com/tools/spoonacular.md), D, 49/100.
- Reliability: [spoonacular](https://www.anchorterminal.com/tools/spoonacular.md), 58/100 on reliability, against 42 for the overall leader.
- Schema & documentation: [Instacart Developer Platform API + MCP](https://www.anchorterminal.com/tools/instacart.md), 80/100 on schema & documentation, against 71 for the overall leader.
- Agent ergonomics: [Instacart Developer Platform API + MCP](https://www.anchorterminal.com/tools/instacart.md), 71/100 on agent ergonomics, against 54 for the overall leader.
- Security & auth: [Instacart Developer Platform API + MCP](https://www.anchorterminal.com/tools/instacart.md), 61/100 on security & auth, against 58 for the overall leader.
- Maintenance & community: [Eat This Much Partner API](https://www.anchorterminal.com/tools/eat-this-much.md), 58/100 on maintenance & community, against 31 for the overall leader.
- Transparency & trust: [spoonacular](https://www.anchorterminal.com/tools/spoonacular.md), 61/100 on transparency & trust, against 57 for the overall leader.
- A hosted MCP endpoint: [Edamam](https://www.anchorterminal.com/tools/edamam.md), remote MCP server, nothing to install.

## How to choose

- Full recipe or a link: Check whether the API returns the method and quantities or only a title, a picture and a link to the publisher, since an agent cooking with a person needs the steps.
- Diet and allergen filters: Check which diets and allergens the search can exclude and how the data was labelled, because a wrong label on an allergen is a harm, not an inconvenience.
- Write the plan back: Check whether meal plans, pantry and shopping lists can be written through the API, so the agent's plan reaches the person's own app and shop.
- Recipe text licence: Read what the terms say about storing, showing and reusing recipe text and images, as most recipe APIs licence the data for display only.

- How the benchmark tests this category: In this run, public evidence against the published checklist. When the task suites run, the same pantry list and diet sent to each listing for a week of dinners, the shopping list read back and one meal's nutrition checked against a reference table. We check the recipes fit the pantry, the diet rule holds and what the terms let an agent keep.

Each listing's verdict, strengths and weaknesses: https://www.anchorterminal.com/best/cooking/index.md