Data Ingestion
Variants seen in the corpus:
Data Ingestiondata-ingestion
Providers using this tag (30)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 3 Complete, well-documented, and agent-ready
Strong 10 Solid coverage with minor gaps
Developing 9 Usable, with meaningful gaps to close
Emerging 3 Early or largely undocumented
Minimal 1 Almost no public developer surface
APIs with this tag (15)
Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →
Exemplar 3 Complete, well-documented, and agent-ready
Dynatrace OpenPipeline APIThe Dynatrace OpenPipeline API enables configuration of data ingestion pipelines that handle observability,...Treasure Data Bulk Loads APIBulk load sessions from external sourcesTreasure Data Postback APIJSON event ingestion endpoint used by the JavaScript, iOS, Android, React Native and Cordova SDKs for small...
Strong 5 Solid coverage with minor gaps
Logz.io Log Shipping APIProvision the Logz.io managed pull-side log shippers. Connect AWS CloudTrail streams and S3 buckets (with I...Cloudflare Pipelines APIThe Cloudflare Pipelines API enables developers to ingest events via HTTP endpoints or Worker bindings, tra...ServiceNow CMDB Data Ingestion APIThe ServiceNow CMDB Data Ingestion API provides REST endpoints for bulk ingesting configuration item data i...Red Hat Payload Ingress Service APIAPI for ingesting payloads and data uploads from registered systems into the Hybrid Cloud Console platform ...Snowpipe REST APIThe Snowpipe REST API provides REST endpoints for defining the list of files to ingest and fetching reports...
Developing 3 Usable, with meaningful gaps to close
Monetate Data APICreate and manage data schemas and send customer, product and catalog data into Monetate in real time for u...Splunk HTTP Event Collector (HEC) APIThe Splunk HTTP Event Collector (HEC) is a high-performance REST API data input that accepts JSON or raw te...Apache DorisApache Doris provides a MySQL-compatible protocol for SQL queries, a REST API for cluster management and mo...
Thin 3 Limited public surface area
Statsig Events APIThe Statsig Events API handles the ingestion of event data from both client and server SDKs. It receives ex...Formant Cloud SDKPython client embedded in the `formant` PyPI package (`from formant.sdk.cloud.v1 import Client`). Wraps the...ActionIQ Data Ingestion APIActionIQ provides a real-time REST API endpoint for streaming customer event data into the platform. The in...
Emerging 1 Early or largely undocumented
Score breakdown
Frequency
41.8
log-scaled weighted occurrences
Breadth
0.8
spread across providers
Quality lift
59.3
mean composite of providers using it
Cohesion
4.5
strength of nearest seed neighbor
Related tags
Segments 5 co-occurrences
ETL 5 co-occurrences
Platform 5 co-occurrences
Configuration 7 co-occurrences
Metrics 6 co-occurrences
Reporting 7 co-occurrences
Monitoring 5 co-occurrences
Observability 5 co-occurrences
Where this tag comes from
Api tag23
Provider tag13
Cohort brief
Auto-generatedThe 30 providers in the APIs.io catalog tagged Data Ingestion, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
30
all scored
Mean Kin Score
48.7
+28.0 vs catalog 20.7
Mean Agent Readiness
31.3
+21.6 vs catalog 9.7
Spread
5–87.3
median 53.1 · σ 19.7
How the 30 split by band
Exemplar 6Strong 8Developing 7Thin 5Emerging 3Minimal 1
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 53.2 | 17.9 | +35.3 | 30 |
| Contract Quality | 52.2 | 17.5 | +34.7 | 30 |
| Operational Transparency | 40.5 | 11.3 | +29.2 | 30 |
| Access Clarity | 47.2 | 22.3 | +24.9 | 30 |
| Contract Governance | 22.1 | 6.4 | +15.7 | 30 |
| Discoverability | 72.2 | 60.4 | +11.8 | 30 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
What this cohort publishes
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 60% | 16% | +44 |
| MCP server (first-party) | 33% | 7% | +26 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 40% | 9% | +31 |
| Security | 97% | 88% | +9 |
| Arazzo workflows | 27% | 2% | +25 |
| Governance rules | 57% | 13% | +44 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
Top by Kin Score
- 1 Customer.io 87.3
- 2 Treasure Data 76.7
- 3 Dynatrace 71.8
- 4 Vim 68.2
- 5 Adobe Analytics 67.4
- 6 Simon Data 67
- 7 Logz.io 65.2
- 8 ServiceNow 64.8
- 9 Cloudflare 62
- 10 Clari 60.9
Top by Agent Readiness
- 1 Adobe Analytics 66.5
- 2 MOLOCO 57
- 3 Red Hat 52.3
- 4 Evermuse 52
- 5 Monetate 52
- 6 Customer.io 50.4
- 7 Simon Data 49
- 8 Treasure Data 48.4
- 9 Vim 48.4
- 10 Cloudflare 44.5
All 30 members of this roster resolve to a scored provider in
the catalog.Generated from the catalog build of
25 August 2026, across 26891
providers, using the same computation served by the
APIs.io cohort API. Briefs are published for rosters of
5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.