Head to head · Product search for shoppers · October 2026 research run

MealMe API vs Walmart Agent Gateway

MealMe API scores 38.4 (E) on agent readiness against Walmart Agent Gateway's 8.5 (F), and leads in 6 of 7 scored categories. Both do product search for shoppers.

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Which one, for what

MealMe API E

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.

Ahead on

  • Reliability, 19 against 5
  • Schema & documentation, 72 against 0
  • Agent ergonomics, 69 against 0
  • Security & auth, 26 against 10
  • Payments & pricing, 20 against 10
  • Maintenance & community, 6 against 0

Watch for

One key with no scopes, read-only mode, expiry or rotation documented, sent in a custom Id-Token header

Walmart Agent Gateway F

Best for Agents buying from Walmart and Sam's Club for a person, once the beta opens to them, with per-agent limits when Agent Profiles ship.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No public MCP endpoint, tool list, developer documentation or price was found on 25 October 2026

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Schema & documentation MealMe API +72

MealMe API 72

The reference pages are generated from an API description with operation ids (get_search_store_v3), named response schemas (Product_Search_Output) and typed parameters, but no spec file URL was found on the docs, llms.txt or the site (15 of 25). llms.txt at mealmeapi.readme.io and mealme.ai, and every page as Markdown (10). Each operation states its purpose and coverage; several descriptions are truncated in the index and none says when not to use it (12 of 20). Enums on sort, store_type, user_country and search_focus, required flags on latitude and longitude, conditional requirements written in prose (11 of 15). Request and response examples per endpoint, a Create Order errors page with 17 entries, and 400, 401 and 429 schemas on each operation (12 of 15). Versioned paths (v2 to v4) and dated release notes that call out breaking changes, the newest of 6 May 2025 (12 of 15). Total 72.

Walmart Agent Gateway 0

Every line needs a published contract or documentation, and none exists that we could read. No endpoint, tool list, JSON Schema or OpenAPI file (0 of 25). No llms.txt or Markdown docs for the gateway. The beta page at www.walmart.com/agents answered with a bot check and was not read (0 of 10). No tool descriptions (0 of 20), typed inputs (0 of 15), examples or error responses (0 of 15), versions or changelog (0 of 15). The post describes the product's purpose, which is not a tool description. Total 0.

Agent ergonomics MealMe API +69

MealMe API 69

Store search takes a projections list to choose response fields and a fetch_quotes switch that the docs say greatly increases response time, so responses can be sized (20 of 25). Page and next_page pagination, bounding-box, distance, rating, price, cuisine and open filters, maximum_miles defaults (18 of 20). Distinct status codes, 406 for a closed or out-of-range store, 420 for an unavailable product, 422 for checkout errors, each with a message naming the field or product (16 of 20). No idempotency key; the two-step order (202 quote, then place) and customer_order_id lookup are the safe-retry route (8 of 20). Only latitude and longitude required for search and sensible defaults, but no official SDK in any language, only an iframe embed (7 of 15). Total 69.

Walmart Agent Gateway 0

Every line needs a tool list or documentation. With no published tools, context cost, pagination and output controls, errors, retries and annotations, and defaults or SDKs have nothing to score (0 on each line), the reading Claude Duet got on 24 October for an interface outside agents can't reach. Total 0.

Security & auth MealMe API +16

MealMe API 26

One API key per account in a custom Id-Token header, with no scopes, expiry, rotation or revocation documented (10 of 30). place_order defaults to false and charge_user can be turned off, so an agent can quote without buying, but there is no read-only key (8 of 20). Store descriptions, menus and support-chat messages are untrusted content with no guidance (3 of 15). Get Orders and a tracking webhook give order history; no per-call log for the operator is documented (5 of 15). No security.txt (400), disclosure policy, bug bounty or certification found; the Enterprise plan names a security review (0 of 20). Total 26.

Walmart Agent Gateway 10

Graded on the interface an outside agent can call, the reading Claude Duet got. With no published endpoint or credential model, the credential, least-privilege, injection and audit lines score nothing (0 of 30, 0 of 20, 0 of 15, 0 of 15). Walmart's terms for agents (approval by default, no card data, no payment-method changes, least information, blocking) and the announced Agent Profile controls are in forReviewers, unverified. The security programme line doesn't need an interface. www.walmart.com/.well-known/security.txt points to a responsible disclosure policy with safe harbour, discretionary rewards and a submission form hosted by HackerOne, and has no Expires field. No certification was checked. The walmart-affiliate-api dossier gave the same record 10 (10 of 20). 0 + 0 + 0 + 0 + 10 = 10.

Reliability MealMe API +14

MealMe API 19

Read with the hosted lines. No status page found on mealme.ai, the docs or llms.txt, and status.mealme.ai does not resolve (0). No readable incident history (5). No rate limit figures; each endpoint documents a 429 whose example message is 10 per 1 second(s)!, which the reference itself calls an example (0 of 15). The 429 is documented without Retry-After or backoff guidance, and Create Order has no idempotency key, only an order_id to update an existing order and a caller's customer_order_id to look up (4 of 15). No SLA found (0). The API is in production with versioned endpoints (10). Total 19.

Walmart Agent Gateway 5

Read with the hosted lines, on what can be read today, which is Walmart's announcement of 21 October 2026. No status page for the gateway was found (0 of 20). With no page there is no readable incident history (5 of 30). No rate limits published (0 of 15). No 429, retry or idempotency guidance (0 of 15). No SLA (0 of 10). Walmart says it is building the gateway and starting with a beta for companies and developers, so not generally available (0 of 10). Total 5.

Payments & pricing MealMe API +10

MealMe API 20

No x402, MPP or L402 (0). $0.10 per successful call and $250 a month published without login (20). No free tier or trial; a card must be added before the key is created (0). Signup is a browser form with email, password and card (0). Total 20.

Walmart Agent Gateway 10

Read with the hosted rule. No x402, MPP or L402, and no endpoint to carry one (0 of 40). No charge to developers is named; the post says agents see Walmart.com prices with fees shown before purchase. Nothing says the gateway is free either, the Zillow in Claude reading (10 of 20). Access is a beta by request whose terms weren't read, so no free tier without a card can be shown (0 of 20). A company or developer has to request beta access and a customer has to sign in to Walmart, so no autonomous onboarding (0 of 20). 0 + 10 + 0 + 0 = 10.

Maintenance & community MealMe API +6

MealMe API 6

Read as a closed service. The newest dated change is the release note of 6 May 2025 (Get Inventory v4), more than 180 days before 3 November 2026; the pricing and dashboard pages carry no date (0 of 30). No dated change in the last 90 days (0 of 20). A support address, release notes and no community channel (6 of 15). No official SDKs (0). No package to judge (0). Total 6.

Walmart Agent Gateway 0

Read as a closed service. No release, version, published API change or release note for the gateway was found. The announcement of 21 October 2026 is recorded but isn't a release, and the line would score once the gateway or Agent Profiles ship (0 of 30). No dated entries in the last 90 days (0 of 20). No changelog, developer forum or support channel for the gateway was found. The beta page was unread (0 of 15). No Walmart-owned entry in the official MCP registry on 25 October 2026, only third-party Walmart servers, and no SDK (0 of 15). No package, repository or CI (0 of 10). Total 0.

Score by category

CategoryWeight this runMealMe APIWalmart Agent GatewayEdge
Reliability16%20195MealMe API +14
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.2720MealMe API +72
Agent ergonomics13%16.2690MealMe API +69
Security & auth14%17.52610MealMe API +16
Payments & pricing10%12.52010MealMe API +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.860MealMe API +6
Transparency & trust7%8.84751Walmart Agent Gateway +4
Negative events≤1500
TotalE 38.4/100F 8.5/100

Facts side by side

FactMealMe APIWalmart Agent Gateway
KindHTTP APIMCP server
VendorMealMe, Inc.Walmart Inc.
Hosted endpointno (local only)no (local only)
Transports
AuthAPI keyOAuth or key
PricingPay per useFree
x402nono
LicenceProprietary service under the MealMe API and SDK Terms of UseProprietary hosted service. Walmart's terms for AI agents are summarised in its announcement of 21 October 2026; no full terms document was found on a page we could read
Tools exposed0none
Read-only variant documentednono
llms.txtyesno
Last release2025-05-06none
Terms last updated2025-04-042026-09-09
Privacy policy last updated2025-04-042026-08-20
Customer content may train modelsnot found in the textyes
Terms restrict automated accessyesyes
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticeyesyes
Arbitration or class-action waiveryesyes

How the scores have moved

Verdicts

MealMe API

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.

Walmart Agent Gateway

Walmart has published terms for agents shopping its sites, including customer approval of purchases by default, no access to payment cards and blocking of agents that break them. The gateway is a beta by request for companies and developers, with no public endpoint, documentation, tool list or price, and Agent Profiles are announced for about November 2026.

Before you call either

MealMe API

  1. Send the key as the Id-Token header, not Authorization. Only latitude and longitude are required for store search; address fields become required when fetch_quotes is true and pickup is false
  2. Call Create Order with place_order false first, read the 202 final quote, then place it; keep your own customer_order_id and look it up before any retry, since no idempotency key exists
  3. Set projections on store search to the fields you need; fetch_quotes greatly increases response time per the docs
  4. Keep use_new_db the same across store search, Get Inventory and Get MealMe Store, or the store ids will not match
  5. Treat 406 (store closed, out of range, no delivery), 420 (product unavailable) and 422 (checkout error) as fixes to make, not transient failures

Walmart Agent Gateway

  1. Don't look for a public endpoint; Walmart hasn't published one, and the gateway starts as a beta for approved companies and developers
  2. Ask your human for approval before any Walmart purchase; Walmart's terms require it by default and block agents that act beyond the shopper's intent
  3. Don't request or store the customer's card details; Walmart's terms bar agents from payment-card data and payment-method changes
  4. Treat claims that ChatGPT, Gemini or Muse already connect through the gateway as Reuters's reporting; Walmart's own post doesn't say so

Questions

Which is better for AI agents, MealMe API or Walmart Agent Gateway?

MealMe API scores 38.4 (E) on agent readiness against Walmart Agent Gateway's 8.5 (F), and leads in 6 of 7 scored categories.

Do MealMe API and Walmart Agent Gateway need an API key?

MealMe API needs an API key. Walmart Agent Gateway takes an API key or an OAuth sign-in.

Can an agent call MealMe API and Walmart Agent Gateway without installing anything?

No hosted endpoint is listed for MealMe API. No hosted endpoint is listed for Walmart Agent Gateway.

Other comparisons with MealMe API or Walmart Agent Gateway

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