Best of · Everyday APIs
Best recipe, nutrition and meal planning APIs for AI agents
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.
- 8 ranked
- 0 agent-ready
- 2 hosted endpoints
- Updated 3 November 2026
Top three
Picks by need
Worked out from the scores, prices and facts, so they change when the research does.
Schema & documentation
Instacart Developer Platform API + MCP D
80/100 on schema & documentation, against 71 for the overall leader.
Agent ergonomics
Instacart Developer Platform API + MCP D
71/100 on agent ergonomics, against 54 for the overall leader.
Security & auth
Instacart Developer Platform API + MCP D
61/100 on security & auth, against 58 for the overall leader.
Maintenance & community
58/100 on maintenance & community, against 31 for the overall leader.
Transparency & trust
61/100 on transparency & trust, against 57 for the overall leader.
The shortlist
| # | Tool | Grade | Best for | Price | Where |
|---|---|---|---|---|---|
| 1 | LogMeal AIGecko Technologies S.L. |
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 skycraft GmbH |
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 Maplebear Inc. (Instacart) |
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 Eat This Much, Inc. |
E 45.7 | Health, fitness, dietitian and healthcare apps that want generated meal plans and grocery lists under contract. | Paid | Local |
| 5 | Edamam Edamam |
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 fatsecret |
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 MealMe, Inc. |
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 Syndigo LLC |
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 |
How to choose
- Full recipe or a linkCheck 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 filtersCheck 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 backCheck 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 licenceRead 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 one in detail
LogMeal
D 49.1/100LogMeal's Food AI Engine is a REST API from AIGecko Technologies, a University of Barcelona spin-off, that recognises dishes in a photo, returns ingredients, quantities and nutrients, and logs intakes, goals and plans per end user.
Verdict Photo recognition that returns dishes, ingredients, grams and nutrients, with per-user tokens, rate-limit headers, backoff guidance and a 30-day trial with no card. No price is published, there is no status page, SLA or security programme, and submitted images are kept indefinitely and used to develop models unless the user asks for deletion.
Best for Agents that log meals from photos for a person and keep a nutrition history with goals, plans and manager oversight, within the EU.
Strengths
- One image call returns segmented dishes with ranked candidates, serving size in grams and a path to ingredients and more than 35 nutrients
- Per-user and per-manager bearer tokens with a rotation endpoint, a password proof step and instant disabling of an end user
- Rate limits published with numbers and reported in RateLimit-* and X-Account-Credits-* headers, with documented exponential backoff on 429
Weaknesses
- No plan price is published; the pricing pages describe credits and limits and leave figures to the account
- No status page, SLA, security.txt, disclosure policy or certification found; support answers within 24 to 48 hours on weekdays
- Food images and nutrition data are retained without a time limit and used to develop models by default, and the terms let LogMeal train on submitted data
Price PaidAuth API keyx402 NoLocal
spoonacular
D 49/100spoonacular is a recipe and food REST API from skycraft GmbH in Dresden. It searches recipes by ingredients, diet and nutrients, analyses recipes and grocery products, builds meal plans and shopping lists, and has a small open-source MCP server.
Verdict A broad recipe, ingredient, product and meal-plan API with a public OpenAPI document, 24 generated SDKs and a free 50-point day with no card. One key per account travels in the query string by default, the status page showed no data to our reader, and the terms allow caching for an hour at most.
Best for 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.
Strengths
- Public OpenAPI 3.0 document with 97 paths, and generated SDKs in 24 languages under MIT
- Free plan of 50 points a day with no card, with public plan prices and per-point overage rates
- Quota and rate limits published with numbers, reported in three response headers on every call
Weaknesses
- One all-powerful key per account, documented in the
apiKeyquery parameter and sent that way by the MCP server - status.spoonacular.com answered with a data error and no history on 3 November 2026, and no incident record could be read
- No security.txt, disclosure policy or certification found, and the privacy policy's last revision is dated 2023
Price $29 / moAuth API keyx402 NoLocal
Instacart Developer Platform API + MCP
D 48.5/100The Instacart Developer Platform API and its hosted MCP server turn a recipe or shopping list into an Instacart Marketplace page, where the person picks a store and checks out. It also finds nearby retailers by postal code.
Verdict Two compact MCP tools and a small REST API with structured errors let an agent turn a list into an Instacart cart link. The agent cannot search products, see prices, place an order or follow one, and production keys need a demo review that Instacart puts at 30 to 40 days. No status page or published rate figure was found.
Best for Grocery list and recipe hand-off for meal planning and recipe agents in the US and Canada.
Strengths
- Hosted MCP server at https://mcp.instacart.com/mcp with two tools, create-recipe and create-shopping-list, each with typed JSON Schema inputs
- Errors return an HTTP code, an internal error code and a meta key naming the field, with per-endpoint error tables
- Separate development and production hosts and keys, with key rotation and revocation documented
Weaknesses
- No product search, price, order, order status or return endpoint. The person picks the store and checks out on Instacart
- Production keys need a screen-recorded demo and review, and Instacart puts access request to production at about 30 to 40 days
- No status page and no rate limit figure, only a 429 with advice to retry later
Price FreeAuth API keyx402 NoHosted
Eat This Much Partner API
E 45.7/100The Eat This Much Partner API generates a week, a day or a meal of recipes to calorie and macro targets and diet presets, builds the grocery list and renders the plan as HTML or PDF, under a partner contract.
Verdict A public OpenAPI 3.0.3 document with credits and concurrency limits per operation, enum diet presets and a dated changelog describes a meal plan generator an agent can read well. Access needs a partner contract with no self-serve signup, no published price and no status page, and the API is in early access.
Best for Health, fitness, dietitian and healthcare apps that want generated meal plans and grocery lists under contract.
Strengths
- Public OpenAPI 3.0.3 (version 4.2.0) with curl samples, named response schemas and a per-operation credit cost
- Dated changelog with eight entries since 14 July 2026, breaking changes labelled, newest 15 October 2026
- Week, day or single meal generation to calories and macro ranges, with diet presets, exclusions by name or food id, a grocery list and HTML or PDF rendering
Weaknesses
- No self-serve signup. Partners are onboarded after a contract, the API is in early access and prices are tailored per partner
- No status page, SLA, Retry-After guidance or idempotency keys; generation is charged per call
- No official SDK, llms.txt or Markdown docs; the docs page is the OpenAPI document alone
Price PaidAuth API keyx402 NoLocal
Edamam
E 42.2/100Edamam sells nutrition REST APIs. Recipe Search covers about 2 million web recipes with diet and allergen filters, the Food Database adds barcode lookup and a Vision model, and Nutrition Analysis parses recipe text, with a hosted Food MCP server.
Verdict Recipe search with 36 health labels, nutrient range filters and field selection, documented in a public OpenAPI file, with a two-tool hosted MCP server for food nutrition and images. Web recipes carry no instructions, every plan is prepaid with human-only requests and tight caching rules, and the terms, privacy policy and any status page could not be read.
Best for 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.
Strengths
- Public OpenAPI 3.0.3 documents for Recipe Search v2 and the Food Database, with typed enums for diet, health, cuisine, dish and meal filters
fieldselection of 31 response fields and_links.nextpaging keep responses sized for a context window- Hosted Food MCP server with two compact tools, included with Food Database plans, reachable with the same app credentials
Weaknesses
- The API terms of use and privacy policy render by script and could not be read; no status page, security.txt or disclosure policy was found
- Web recipes return a source link and no cooking instructions; instructions need the $399 Plus plan's licensed set
- Credentials travel as
app_idandapp_keyquery parameters in the documented scheme, one pair per application with no scopes
Price $9 / moAuth API keyx402 NoHosted
fatsecret Platform API
E 42/100The fatsecret Platform API is a REST API over fatsecret's verified food and nutrition database, with food search, barcode lookup, recipes, image recognition and natural-language food logging, plus per-user food, exercise and weight diaries, under OAuth 2.0 and OAuth 1.0.
Verdict OAuth 2.0 client credentials with feature scopes, IP-restricted tokens, a free 5,000-call day with no card, and per-serving nutrients with allergen flags on branded and generic foods. The newest search and image methods need the sales-priced Premier edition, there is no status page, OpenAPI file or official SDK, and the privacy policy and blog could not be read.
Best for 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.
Strengths
- OAuth 2.0 client credentials with seven scopes, 24-hour tokens and token requests limited to registered IP addresses
- Basic edition free on self sign-up with 5,000 calls a day and no card
- Serving-level nutrients with allergen and preference flags, barcode lookup and 212 region codes in 26 languages on Premier
Weaknesses
- Natural language, image recognition, autocomplete, barcode scanning and foods.search v5 are Premier Exclusive, priced on request by market
- No status page, SLA figures outside Premier, OpenAPI document, llms.txt, changelog or official SDK found
- No HTTP 429 or Retry-After documented; limits surface as error codes 11 and 12 in the body
Price FreemiumAuth OAuthx402 NoLocal
MealMe API
E 38.4/100MealMe is a REST API from MealMe, Inc. that searches restaurants, grocery stores and products across the US and Canada, returns menus and inventory with live quotes, and places pickup or delivery orders with tracking and support chat.
Verdict An agent can search stores and products, fetch live quotes and place a real order through one REST API priced at $0.10 a successful call. One all-powerful key, no rate limit figures, no status page, no idempotency key on orders and release notes that stop at 6 May 2025 are the limits.
Best for 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.
Strengths
- Search, inventory, cart, order, payment, tracking webhook and support chat in one API, covering restaurants and grocery stores in the US and Canada
- Per-call price published without login, $0.10 a successful call with no monthly minimum, or $250 a month unlimited
- Store search takes a projections list to size responses and pages through next_page; product search accepts UPC codes
Weaknesses
- One key with no scopes, read-only mode, expiry or rotation documented, sent in a custom Id-Token header
- No status page, SLA or rate limit figures; the 429 schema shows only an example message
- No idempotency key on Create Order, so a retried call can place a second order
Price $0.10 / callAuth API keyx402 NoLocal
Nutritionix API
F 33.6/100The Nutritionix API, run by Syndigo, turns free-text food and exercise descriptions into nutrition data and searches a database of grocery products, restaurant menu items and generic foods by name or UPC. Access is arranged through Syndigo's sales team.
Verdict Free-text food logging and a branded-food and restaurant database behind four header-authenticated endpoints, documented in Markdown with an llms.txt index and backed by Syndigo's sub-processor list and disclosure programme. There is no public price or free tier since the open trial ended, no documented rate limit or 429, and the status, terms and pricing pages are closed to our reader.
Best for 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.
Strengths
- POST /v2/natural/nutrients parses phrases such as '1 cup rice' into serving weights, 11 summary nutrients and a full nutrient array in one call
- Branded foods, restaurant menu items and UPC lookup, with brand, region and claim filters on the instant endpoint
- Keys travel only in headers, with a per-user header that keeps billing off the key itself
Weaknesses
- No public free tier or published price; a limited trial is granted by sales after a form on www.nutritionix.com
- No rate limit figure, 429 or Retry-After documented; exceeded usage is reported as 401
- The status page, API terms and pricing page sit on hosts whose robots.txt disallows our reader, so none was read
Price PaidAuth API keyx402 NoLocal
Head to head
- LogMeal vs spoonacular D 49.1 vs D 49
- Eat This Much Partner API vs LogMeal E 45.7 vs D 49.1
- Edamam vs LogMeal E 42.2 vs D 49.1
- Eat This Much Partner API vs spoonacular E 45.7 vs D 49
- Edamam vs spoonacular E 42.2 vs D 49
- Eat This Much Partner API vs Edamam E 45.7 vs E 42.2
Questions
What are the highest-rated recipe, nutrition and meal planning APIs for AI agents?
LogMeal has the highest benchmark score of the 8 ranked recipe, nutrition and meal planning APIs, 49.1 (D). spoonacular is second with 49 (D).
How many recipe, nutrition and meal planning APIs are agent-ready?
0 of the 8 ranked here grade BB or better, the bar for agent-ready on the Anchor benchmark.
Which recipe, nutrition and meal planning APIs accept x402 payments?
None of the ranked listings here accepts x402 for its main call yet.
How is this list ranked?
By the Anchor benchmark score out of 100, a weighted mean of the scored categories minus deductions for negative events, from public evidence re-checked as vendors change. Listings cannot pay for a place. The latest assessment behind this page is from 3 November 2026.
How this list is made
The order is the Anchor benchmark score, the same number as on each listing and in the top list. Each listing is graded from public evidence against the benchmark checklist, and the picks above are worked out from those grades, prices and facts. No listing pays for its place, and paid audits or listing help never change a score.
Full ranked table · 28 head-to-head comparisons · Best tools in every category