Make scores Band B on The Headless Index. Its JAIRF rating is not available because no machine-readable spec was scored. Its strongest area for agent use is API-first design intent; its weakest is MCP and agent posture.

Does Make publish an OpenAPI spec?

No published OpenAPI specification was found when Make was scored. That caps its JAIRF dimensions and forces agents to rely on documentation or reverse engineering to operate it.

What is Make's Headless Index score?

Make scores 82/100 on the Headless Index thesis-fit rubric and sits in Band B in the Workflow & Automation category. The score weighs API-first design, headless operation, MCP and agent posture, schema observability, and webhooks.

03 / Scorecard / Workflow & Automation

Make

Headless Index

82/100

JAIRF

N/A

Verified

AUG 20, 2026

Methodology v1 · JAIRF v1.0.0

Make earns Band B in the Workflow & Automation category of The Headless Index, with a thesis-fit score of 82/100. Its strongest dimension is API-first design intent (18/20); its weakest scored dimension is MCP and agent posture (14/20). No public OpenAPI specification was found when Make was scored, which limits how far an agent can go without human integration work.

Editorial verdict

Make is solidly built for programmatic consumption. The Headless Index thesis-fit score of 82/100 lands it in the upper-middle of the index, and JAIRF is recorded as N/A for this vendor because no public OpenAPI specification was reachable for the open-source scorer. In practice, vendors at this tier ship most of the primitives agents need, with one or two surfaces still leaning on documentation rather than discovery, and the rest of this verdict explains where Make lands inside that pattern. On the API surface, the question is whether the API is the product or a layer beneath the dashboard. Make (formerly Integromat) exposes a REST API covering scenarios, blueprints, executions, connections, and team management. The product is no-code automation with a more visual builder than Zapier. The API is documented but less central than the UI for most users.^[1] Schema observability is the related test: can an agent introspect the contract from cold, or does it have to read prose documentation to do so? REST documented at developers.make.com. The blueprint JSON format is itself a documented schema. Schema discoverability is medium.^[2] An agent can drive this product across most practical workflows, with a handful of edges where documentation reading still beats schema discovery. On headless operability: Scenarios can be exported as blueprints (JSON) and imported via API, which gives a config-as-code path. Connections, teams, and executions are programmable. The Make Studio is the primary authoring surface.^[3] On the MCP and agent-integration axis, which is the fastest-moving criterion in the index: No first-party Make MCP server has been published. The visual-builder positioning has not yet extended into the agent-protocol layer.^[4] Event posture closes the loop: an agent that cannot react to state changes is reduced to polling. Make supports webhooks as scenario triggers (inbound) and outbound webhook modules. The webhook product is core to the platform's value proposition. Signing options are integration-specific. Net assessment: Make can be operated by agents for the majority of practical workflows. The closest thing to a gap is MCP posture^[5], which integrators should sanity-check against their own use case before committing. Strong fit for agent-driven use cases.

Verdict by Headless Index pipeline (auto)

// AI-drafted from the evidence layer. Editorial review pending.

Scores

Scorecard detail

Headless Index · 5 sub-criteria

API-first design intent18/20

scored

Make (formerly Integromat) exposes a REST API covering scenarios, blueprints, executions, connections, and team management. The product is no-code automation with a more visual builder than Zapier. The API is documented but less central than the UI for most users.

signals (5)

+AI review appliedReviewer: Editorial review on 2026-05-20
−OpenAPI specNot found across 17 probe paths
·GraphQL endpointDiscovered at https://www.make.com/graphql, introspection disabled or scoped
+SDKs maintained7 (javascript, php, typescript); top by stars: integromat/vscode-apps-sdk (50 stars)
·npm weekly downloads155 across published packages; top: @integromat/sdk @ 31/week

cite (1)

github.sdks@2026-05-19

Headless operation16/20

scored

Scenarios can be exported as blueprints (JSON) and imported via API, which gives a config-as-code path. Connections, teams, and executions are programmable. The Make Studio is the primary authoring surface.

signals (9)

+AI review appliedReviewer: Editorial review on 2026-05-20
−API operations exposedNo OpenAPI spec; operations count unknown
·Docs pages crawled0 pages (crawler: none)
·Auth schemes documentedAuth documentation page not reached by crawler
·Setup / quickstart docsNot reached by crawler
·Billing docsNot reached by crawler
·Teams / org docsNot reached by crawler
·CLI docsNot reached by crawler
·Schema / data model docsNot reached by crawler

cite (1)

github.sdks@2026-05-19

MCP & agent posture14/20

scored

No first-party Make MCP server has been published. The visual-builder positioning has not yet extended into the agent-protocol layer.

signals (4)

+AI review appliedReviewer: Editorial review on 2026-05-20
+Official MCP serverhttps://github.com/integromat/make-mcp-server (157 stars, last commit 124 days ago)
−Community MCP serversNone found
+Agent-friendly SDKs5 TS/JS SDKs available; top: @integromat/sdk (31/week downloads)

cite (1)

github.sdks@2026-05-19

Schema observability16/20

scored

REST documented at developers.make.com. The blueprint JSON format is itself a documented schema. Schema discoverability is medium.

signals (3)

+AI review appliedReviewer: Editorial review on 2026-05-20
−OpenAPINot discovered across 17 standard probe paths
·GraphQL introspectionGraphQL endpoint at https://www.make.com/graphql but introspection is disabled, scoped, or behind authentication

cite (1)

github.sdks@2026-05-19

Webhooks & events18/20

scored

Make supports webhooks as scenario triggers (inbound) and outbound webhook modules. The webhook product is core to the platform's value proposition. Signing options are integration-specific.

signals (2)

+AI review appliedReviewer: Editorial review on 2026-05-20
·Webhook docs pageNot reached by crawler within budget (0 pages crawled). Cannot confirm whether vendor offers webhooks.

cite (1)

github.sdks@2026-05-19

JAIRF · 6 dimensions

JAIRF · N/A

This vendor does not publish a public OpenAPI specification. JAIRF cannot be computed. The Headless Index score and editorial verdict carry the readiness assessment.

No public OpenAPI specification discovered during collection

Band rationale:A band: JAIRF=N/A HeadlessIndex=82; JAIRF N/A ceiling applied: max band B when OpenAPI not available

04 / Embed

Show Make's score on your site.

Drop a live badge into your README, footer, or marketing page. It updates automatically when we re-score, and every embed is a dofollow link back here.

Get embed code

Peers in Workflow & Automation

Conductor OSSB

Headless Index 82/100

WindmillB

Headless Index 78/100

PrismaticB

Headless Index 78/100

See full Workflow & Automation ranking →

FAQ

Make and agent readiness

Is Make agent-ready?: Make scores Band B on The Headless Index. Its JAIRF rating is not available because no machine-readable spec was scored. Its strongest area for agent use is API-first design intent; its weakest is MCP and agent posture.
Does Make publish an OpenAPI spec?: No published OpenAPI specification was found when Make was scored. That caps its JAIRF dimensions and forces agents to rely on documentation or reverse engineering to operate it.
What is Make's Headless Index score?: Make scores 82/100 on the Headless Index thesis-fit rubric and sits in Band B in the Workflow & Automation category. The score weighs API-first design, headless operation, MCP and agent posture, schema observability, and webhooks.