Rapidata
Rapidata provides human feedback at scale — crowd-sourced labeling, model evaluation, ranking, and preference data (RLHF-style) collected from real people worldwide. Teams use the Rapidata API and Python SDK to run online RLHF, refine model behavior, and evaluate model outputs (image, video, audio, and text) with pairwise A/B comparisons, ranking, and leaderboards, as well as to collect targeted human annotations (classification, locating, bounding, transcription, free text, select-words) by country, language, or demographic, with built-in quality control and confidence-based early stopping. The REST API is OAuth 2.0 / OpenID Connect secured and reaches thousands of high-quality annotations per minute. Rapidata AG is a portfolio company of Canaan Partners.
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 Rapidata the way a machine reads it — 59 machine-readable artifacts across 55 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 — Rapidata scores 44.5/100 (thin), with a separate agent-readiness read of 55/100 (agent ready). 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 Rapidata
Each block below is one kind of artifact we hold for Rapidata. 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 55
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.
Rapidata Asset API
The Asset API from Rapidata — 3 operation(s) for asset.
Rapidata Audience API
The Audience API from Rapidata — 19 operation(s) for audience.
Rapidata BatchUpload API
The BatchUpload API from Rapidata — 4 operation(s) for batchupload.
Rapidata Benchmark API
The Benchmark API from Rapidata — 19 operation(s) for benchmark.
Rapidata Billing API
The Billing API from Rapidata — 24 operation(s) for billing.
Rapidata BillingAccount API
The BillingAccount API from Rapidata — 6 operation(s) for billingaccount.
Rapidata Cache API
The Cache API from Rapidata — 2 operation(s) for cache.
Rapidata Campaign API
The Campaign API from Rapidata — 12 operation(s) for campaign.
Rapidata Client API
The Client API from Rapidata — 4 operation(s) for client.
Rapidata ContextShortening API
The ContextShortening API from Rapidata — 1 operation(s) for contextshortening.
Rapidata Customer API
The Customer API from Rapidata — 1 operation(s) for customer.
Rapidata CustomerRapid API
The CustomerRapid API from Rapidata — 8 operation(s) for customerrapid.
Rapidata Datapoints API
The Datapoints API from Rapidata — 4 operation(s) for datapoints.
Rapidata Dataset API
The Dataset API from Rapidata — 4 operation(s) for dataset.
Rapidata DatasetGroup API
The DatasetGroup API from Rapidata — 1 operation(s) for datasetgroup.
Rapidata Evaluation API
The Evaluation API from Rapidata — 1 operation(s) for evaluation.
Rapidata Examples API
The Examples API from Rapidata — 4 operation(s) for examples.
Rapidata ExternalAudience API
The ExternalAudience API from Rapidata — 2 operation(s) for externalaudience.
Rapidata ExternalServicePrices API
The ExternalServicePrices API from Rapidata — 1 operation(s) for externalserviceprices.
Rapidata Faucet API
The Faucet API from Rapidata — 3 operation(s) for faucet.
Rapidata Feedback API
The Feedback API from Rapidata — 1 operation(s) for feedback.
Rapidata Flow API
The Flow API from Rapidata — 6 operation(s) for flow.
Rapidata FlowItem API
The FlowItem API from Rapidata — 1 operation(s) for flowitem.
Rapidata GlobalText API
The GlobalText API from Rapidata — 2 operation(s) for globaltext.
Rapidata GroupedRanking API
The GroupedRanking API from Rapidata — 1 operation(s) for groupedranking.
Rapidata Identity API
The Identity API from Rapidata — 3 operation(s) for identity.
Rapidata Invoice API
The Invoice API from Rapidata — 5 operation(s) for invoice.
Rapidata Job API
The Job API from Rapidata — 21 operation(s) for job.
Rapidata Leaderboard API
The Leaderboard API from Rapidata — 14 operation(s) for leaderboard.
Rapidata Newsletter API
The Newsletter API from Rapidata — 2 operation(s) for newsletter.
Rapidata Order API
The Order API from Rapidata — 19 operation(s) for order.
Rapidata Organization API
The Organization API from Rapidata — 8 operation(s) for organization.
Rapidata Participant API
The Participant API from Rapidata — 9 operation(s) for participant.
Rapidata Payment API
The Payment API from Rapidata — 4 operation(s) for payment.
Rapidata Pipeline API
The Pipeline API from Rapidata — 3 operation(s) for pipeline.
Rapidata Prompt API
The Prompt API from Rapidata — 2 operation(s) for prompt.
Rapidata Ranking API
The Ranking API from Rapidata — 1 operation(s) for ranking.
Rapidata RankingFlow API
The RankingFlow API from Rapidata — 2 operation(s) for rankingflow.
Rapidata RankingFlowItem API
The RankingFlowItem API from Rapidata — 4 operation(s) for rankingflowitem.
Rapidata Rapid API
The Rapid API from Rapidata — 3 operation(s) for rapid.
Rapidata Rapidata.Identity.API API
The Rapidata.Identity.API API from Rapidata — 1 operation(s) for rapidata.identity.api.
Rapidata Reconciliation API
The Reconciliation API from Rapidata — 4 operation(s) for reconciliation.
Rapidata Replicate API
The Replicate API from Rapidata — 2 operation(s) for replicate.
Rapidata Sample API
The Sample API from Rapidata — 4 operation(s) for sample.
Rapidata SampleGeneration API
The SampleGeneration API from Rapidata — 5 operation(s) for samplegeneration.
Rapidata Settings API
The Settings API from Rapidata — 7 operation(s) for settings.
Rapidata Signal API
The Signal API from Rapidata — 7 operation(s) for signal.
Rapidata SimpleWorkflow API
The SimpleWorkflow API from Rapidata — 1 operation(s) for simpleworkflow.
Rapidata Survey API
The Survey API from Rapidata — 1 operation(s) for survey.
Rapidata Translation API
The Translation API from Rapidata — 2 operation(s) for translation.
Rapidata UserRapid API
The UserRapid API from Rapidata — 5 operation(s) for userrapid.
Rapidata ValidationFeedback API
The ValidationFeedback API from Rapidata — 1 operation(s) for validationfeedback.
Rapidata ValidationSet API
The ValidationSet API from Rapidata — 13 operation(s) for validationset.
Rapidata VolumeDiscount API
The VolumeDiscount API from Rapidata — 1 operation(s) for volumediscount.
Rapidata Workflow API
The Workflow API from Rapidata — 5 operation(s) for workflow.
Scroll within the panel for all 55 ·
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
Model Context Protocol servers that expose these APIs to AI agents.
rapidata-mcp.yml
MCP SERVERSecurity 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.
Scopes 1
OAuth scopes are the vocabulary of least-privilege access. Profiling them shows exactly what an integration — or an agent acting on a user's behalf — is allowed to do.
OAuth scopes governing access to this provider's APIs.
Resources
Every other property we hold for Rapidata — 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 4
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 4
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 5
Pagination, idempotency, versioning, errors, and events
Build 3
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 3
Pricing, plans, and the legal terms of use
Company 1
The organization behind the API
Other 1
Properties that don't map to a standard resource type
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