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Use case · Channels and architecture

Headless commerce AI tools.

22 tools, 18 apps and 4 MCP servers, assigned to this use case by a written definition. 18 of them are built mainly for this job. Filter by type, the platforms they work with and pricing.

tools listed
22
built mainly for this job
18
apps
18
MCP servers
4

Active filters

3 tools match your filters

Showing 1 to 3 of 3, ordered by main purpose first

How results are ordered

Tools whose main purpose is this job come first, then tools where it is a documented feature. Alphabetical within each. This is not a ranking of quality.

There are no paid placements on use-case pages, and no ratings.

  1. Headless content platform for building and personalising websites and storefront content, with AI features for content workflows and a composable commerce use case.

    Main purposeHeadless, API-first CMS backbone documented for delivering content to headless storefronts and channels via GraphQL APIs.

    Pricing
    Paid
    Price
    Not recorded
    Free plan
    No
    Free trial
    No
  2. Open-source commerce platform and managed cloud hosting for developers building custom storefronts, B2B portals and marketplaces, with built-in search, emails and agent tooling.

    Main purposeOpen-source headless commerce backend handling carts, orders, inventory and pricing for custom storefronts.

    Pricing
    Paid
    Price
    From $29 a month
    Free plan
    No
    Free trial
    No
  3. VTEX

    App

    Enterprise commerce platform providing storefronts, order management, marketplace, retail media advertising and customer experience tools for retailers and B2B brands.

    Main purposeDocuments headless storefront deployment via FastStore React framework and GraphQL APIs on an API-first commerce platform.

    Pricing
    Paid
    Price
    Not recorded
    Free plan
    No
    Free trial
    No

From the ecommerceguide dataset

Headless and composable tools in numbers

Calculated from all 22 tools on this page's list. Percentages are of the group named.

Tools listed
22
Built mainly for this job
18 82%
Apps
18 82%
MCP servers
4 18%
Apps with a free plan
0 0%
MCP servers published by the platform itself
4

Works with

Where a listing names the platform. A count of listings, not of usage.

App pricing model

Percentages are of apps.

How tools are assigned to a use case

What this page includes

Commerce platforms and services built for headless or composable (API-first, MACH) stacks, where the listing documents headless or API-first use, and MCP servers for headless commerce platforms such as commercetools, Saleor, Medusa or Commerce Layer.

Not included: Tools that merely have an API. Monolithic platform apps.

How the assignment is made

Each use case has a written definition of what qualifies and what does not. A language model (Claude) reads each tool's listing, its summary and, for MCP servers, the verified integrations and tasks, and assigns it only where the definition fits. It sees no earlier assignments. 670 tools were classified, most recently in Sept 2026.

Main purpose or a feature

“Main purpose” means doing this job is what the tool is for. “A documented feature” means a named feature does the job but the tool's main purpose is something else. Anything weaker is left out. A tool can appear in at most three use cases.

What has to be true first

A tool appears here only once it is listed in its own section: MCP servers after their repository or documentation is verified, apps after their site and listing are reviewed. A use case gets its own page only with at least 10 such tools.

What the facts show

For apps, the pricing model and free plan or trial as recorded from the app's pricing page. For MCP servers, how they run, how they authenticate and who maintains them. “Works with” for apps comes from the listing's own text and is not a tested integration.

Order and corrections

Main-purpose tools first, then alphabetical. No paid placements and no ratings. Corrections: hello@ecommerceguide.com.