Is Bunny.net agent-ready?

Bunny.net 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 Bunny.net publish an OpenAPI spec?

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

What is Bunny.net's Headless Index score?

Bunny.net scores 60/100 on the Headless Index thesis-fit rubric and sits in Band B in the Object & File Storage category. The score weighs API-first design, headless operation, MCP and agent posture, schema observability, and webhooks.

03 / Scorecard / Object & File Storage

Bunny.net

Headless Index

60/100

JAIRF

N/A

Verified

AUG 20, 2026

Methodology v1 · JAIRF v1.0.0

Bunny.net earns Band B in the Object & File Storage category of The Headless Index, with a thesis-fit score of 60/100. Its strongest dimension is API-first design intent (16/20); its weakest scored dimension is MCP and agent posture (4/20). No public OpenAPI specification was found when Bunny.net was scored, which limits how far an agent can go without human integration work.

Editorial verdict

Bunny.net is solidly built for programmatic consumption. The Headless Index thesis-fit score of 60/100 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 Bunny.net lands inside that pattern. On the API surface, the question is whether the API is the product or a layer beneath the dashboard. Bunny.net is CDN plus storage plus streaming with REST API for zones, files, pull zones, edge rules, and stream libraries. SDKs in Node, Python, PHP, and others. The product is mid-tier CDN-plus-services positioned for developer-friendly delivery infrastructure.^[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 docs.bunny.net. OpenAPI references exist. Schema discoverability is good.^[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: Zones, files, pull zones, edge rules, stream libraries, DNS, and load balancers are programmable. The Bunny.net dashboard plus a Terraform provider give configuration paths.^[3] On the MCP and agent-integration axis, which is the fastest-moving criterion in the index: No first-party Bunny.net MCP server. The product is CDN-plus-services; agent integration is community-led.^[4] Event posture closes the loop: an agent that cannot react to state changes is reduced to polling. Bunny.net webhooks deliver event notifications for zone, file, and edge events. Catalog is appropriate for CDN-plus-services. Net assessment: Bunny.net 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 intent16/20

scored

Bunny.net is CDN plus storage plus streaming with REST API for zones, files, pull zones, edge rules, and stream libraries. SDKs in Node, Python, PHP, and others. The product is mid-tier CDN-plus-services positioned for developer-friendly delivery infrastructure.

signals (5)

+AI review appliedReviewer: Editorial review on 2026-05-20
−OpenAPI specNot found across 34 probe paths
−GraphQL endpointNot discovered (5 probes; project-scoped endpoints require a real project ID)
+SDKs maintained9 (dotnet, java, php, python, swift, typescript); top by stars: BunnyWay/edge-script-sdk (41 stars)
−npm weekly downloadsNo published npm package detected for the JS/TS SDKs

cite (1)

github.sdks@2026-05-19

Headless operation14/20

scored

Zones, files, pull zones, edge rules, stream libraries, DNS, and load balancers are programmable. The Bunny.net dashboard plus a Terraform provider give configuration paths.

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 posture4/20

scored

No first-party Bunny.net MCP server. The product is CDN-plus-services; agent integration is community-led.

signals (4)

+AI review appliedReviewer: Editorial review on 2026-05-20
−Official MCP serverNone found in vendor's GitHub org or the official MCP registry
−Community MCP serversNone found
+Agent-friendly SDKs2 TS/JS SDKs available; top: BunnyWay/bunnynet-typescript-stream-client

cite (1)

github.sdks@2026-05-19

Schema observability14/20

scored

REST documented at docs.bunny.net. OpenAPI references exist. Schema discoverability is good.

signals (3)

+AI review appliedReviewer: Editorial review on 2026-05-20
−OpenAPINot discovered across 34 standard probe paths
−GraphQL introspectionNo GraphQL endpoint discovered (5 probes; some vendors use project-scoped endpoints that require a real project handle)

cite (1)

github.sdks@2026-05-19

Webhooks & events12/20

scored

Bunny.net webhooks deliver event notifications for zone, file, and edge events. Catalog is appropriate for CDN-plus-services.

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:B band: JAIRF=N/A HeadlessIndex=60

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FAQ

Bunny.net and agent readiness

Is Bunny.net agent-ready?: Bunny.net 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 Bunny.net publish an OpenAPI spec?: No published OpenAPI specification was found when Bunny.net was scored. That caps its JAIRF dimensions and forces agents to rely on documentation or reverse engineering to operate it.
What is Bunny.net's Headless Index score?: Bunny.net scores 60/100 on the Headless Index thesis-fit rubric and sits in Band B in the Object & File Storage category. The score weighs API-first design, headless operation, MCP and agent posture, schema observability, and webhooks.