Edge Impulse
Build datasets, train models, and optimize libraries to run directly on device; from the smallest microcontrollers to gateways with the latest neural accelerators (and anything in between).
Limited machine-readable signal and partial portal coverage — documentation a human can read, but little a machine or agent can consume without scraping.
API Evangelist profiles Edge Impulse the way a machine reads it — 39 machine-readable artifacts across 34 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Edge Impulse scores 40.7/100 (thin), with a separate agent-readiness read of 24/100 (agent aware). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Edge Impulse
Each block below is one kind of artifact we hold for Edge Impulse. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 34
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Edge Impulse Admin API
The Admin API from Edge Impulse — 49 operation(s) for admin.
Edge Impulse Auth API
The Auth API from Edge Impulse — 2 operation(s) for auth.
Edge Impulse Canary API
The Canary API from Edge Impulse — 1 operation(s) for canary.
Edge Impulse CDN API
The CDN API from Edge Impulse — 1 operation(s) for cdn.
Edge Impulse Classify API
The Classify API from Edge Impulse — 10 operation(s) for classify.
Edge Impulse Deployment API
The Deployment API from Edge Impulse — 10 operation(s) for deployment.
Edge Impulse Devices API
The Devices API from Edge Impulse — 11 operation(s) for devices.
Edge Impulse DSP API
The DSP API from Edge Impulse — 18 operation(s) for dsp.
Edge Impulse EmailVerification API
The EmailVerification API from Edge Impulse — 4 operation(s) for emailverification.
Edge Impulse Export API
The Export API from Edge Impulse — 1 operation(s) for export.
Edge Impulse FeatureFlags API
The FeatureFlags API from Edge Impulse — 1 operation(s) for featureflags.
Edge Impulse Health API
The Health API from Edge Impulse — 2 operation(s) for health.
Edge Impulse Impulse API
The Impulse API from Edge Impulse — 13 operation(s) for impulse.
Edge Impulse Jobs API
The Jobs API from Edge Impulse — 42 operation(s) for jobs.
Edge Impulse Learn API
The Learn API from Edge Impulse — 21 operation(s) for learn.
Edge Impulse Login API
The Login API from Edge Impulse — 1 operation(s) for login.
Edge Impulse Metrics API
The Metrics API from Edge Impulse — 3 operation(s) for metrics.
Edge Impulse Optimization API
The Optimization API from Edge Impulse — 15 operation(s) for optimization.
Edge Impulse OrganizationBlocks API
The OrganizationBlocks API from Edge Impulse — 17 operation(s) for organizationblocks.
Edge Impulse OrganizationCreateProject API
The OrganizationCreateProject API from Edge Impulse — 10 operation(s) for organizationcreateproject.
Edge Impulse OrganizationData API
The OrganizationData API from Edge Impulse — 32 operation(s) for organizationdata.
Edge Impulse OrganizationDataCampaigns API
The OrganizationDataCampaigns API from Edge Impulse — 7 operation(s) for organizationdatacampaigns.
Edge Impulse OrganizationJobs API
The OrganizationJobs API from Edge Impulse — 8 operation(s) for organizationjobs.
Edge Impulse OrganizationPipelines API
The OrganizationPipelines API from Edge Impulse — 5 operation(s) for organizationpipelines.
Edge Impulse OrganizationPortals API
The OrganizationPortals API from Edge Impulse — 7 operation(s) for organizationportals.
Edge Impulse Organizations API
The Organizations API from Edge Impulse — 60 operation(s) for organizations.
Edge Impulse PerformanceCalibration API
The PerformanceCalibration API from Edge Impulse — 9 operation(s) for performancecalibration.
Edge Impulse Projects API
The Projects API from Edge Impulse — 46 operation(s) for projects.
Edge Impulse Raw data API
The Raw data API from Edge Impulse — 54 operation(s) for raw data.
Edge Impulse Themes API
The Themes API from Edge Impulse — 5 operation(s) for themes.
Edge Impulse ThirdPartyAuth API
The ThirdPartyAuth API from Edge Impulse — 4 operation(s) for thirdpartyauth.
Edge Impulse UploadPortal API
The UploadPortal API from Edge Impulse — 7 operation(s) for uploadportal.
Edge Impulse User API
The User API from Edge Impulse — 43 operation(s) for user.
Edge Impulse Whitelabels API
The Whitelabels API from Edge Impulse — 5 operation(s) for whitelabels.
Scroll within the panel for all 34 ·
Pricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.
Published pricing tiers and plan structures.
Rate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Edge Impulse Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.
Cost, billing, and metering signals for API financial operations.
Edge Impulse Finops
FINOPSSecurity Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Every other property we hold for Edge Impulse — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 2
Portal, sign-up, and the first successful call
Documentation 1
Reference material describing how the API behaves
Agent Surfaces 1
MCP servers, agent skills, and machine-readable catalogs
Build 1
SDKs, sample code, and the tooling you integrate with
Access & Security 3
Authentication, authorization, and security posture
Operate 2
Status, limits, changes, and where to get help
Commercial 1
Pricing, plans, and the legal terms of use
Company 4
The organization behind the API
Other 3
Properties that don't map to a standard resource type
← All providers · Data indexed from github.com/api-evangelist/edge-impulse · machine-readable index on apis.io