Forecasting
Variants seen in the corpus:
Forecastingforecasting
Providers using this tag (81)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 10 Solid coverage with minor gaps
Developing 20 Usable, with meaningful gaps to close
Thin 21 Limited public surface area
Emerging 17 Early or largely undocumented
Minimal 12 Almost no public developer surface
APIs with this tag (24)
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 1 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Atmospore MCP ServerHosted Model Context Protocol server exposing the Atmospore pollen forecast capability as four agent tools ...Workday Adaptive Planning APIAdaptive Planning REST and XML APIs for managing planning data, accounts, dimensions, and custom reports. S...ISO New England Web Services API v1.1ISO New England's RESTful interface to energy and market data, deployed November 2013 and still the current...
Developing 4 Usable, with meaningful gaps to close
Zoom Workforce Management APIThe Zoom Workforce Management API enables developers to build applications that manage workforce scheduling...Moody's Analytics Scenario Studio APIProgrammatic access to the Scenario Studio macroeconomic scenario platform, enabling automatic retrieval of...Amazon Billing And Cost Management Forecasting APIGenerate cost and usage forecastsWeatherbit Weather Forecast APIProvides accurate weather forecasts using high-resolution global and regional weather models. Includes 16-d...
Thin 12 Limited public surface area
CAISO OASIS Download APIThe Open Access Same-time Information System (OASIS) Download API — CAISO's public wholesale market data in...Oracle Planning REST APIAPIs for Planning and Budgeting Cloud Service including data management, business rules, and planning opera...SAP Ariba Planning Collaboration Buyer APIEnables buyer-side planning and forecast collaboration with suppliers.SAP Ariba Planning Collaboration Supplier APIEnables supplier-side planning and forecast collaboration with buyers.Oracle Planning REST APIRESTful API for Oracle Planning and Budgeting Cloud Service providing access to planning applications, data...Ternary Forecasting APIBudget forecasting and spend projectionsCircana Price and Promotion APIPrice and Promotion solutions combine AI models and granular store-level data to optimize pricing strategie...Blue Yonder Demand Planning APIThe Blue Yonder Demand Planning API enables access to demand forecasting models, statistical baselines, and...Synthefy Forecasting APIDirect REST access to Synthefy's foundation models for multivariate time-series forecasting (Migas-1.0), wi...Essential Energy Network Planning and DAPR Feature ServicesAnonymous ArcGIS REST FeatureServer tables and layers publishing Essential Energy's regulated network plann...Carbon Intensity APIOfficial Carbon Intensity forecast API for Great Britain, developed by NESO in partnership with EDF Europe,...Tenzo APIPublic REST API for accessing restaurant analytics data — locations, areas, sales, and forecast data — secu...
Emerging 4 Early or largely undocumented
Autotrader Future Valuations APIReturns predicted vehicle valuations for a specified future date, enabling dealers to forecast vehicle depr...WindBorne Data APIREST API serving balloon observations, soundings, WeatherMesh point and gridded forecasts, constellation/fl...FLYR Hospitality Platform APIThe API tier behind the FLYR Hospitality (Pace Revenue) revenue management platform — Optimize, Insights, P...Cash Projection APICash projection / forecasting product in the Banking and Treasury API group. Reference gated behind portal ...
Score breakdown
Frequency
53.8
log-scaled weighted occurrences
Breadth
2.2
spread across providers
Quality lift
39.2
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Related tags
Budgeting 11 co-occurrences
FP&A 9 co-occurrences
Financial Planning 11 co-occurrences
Revenue Intelligence 9 co-occurrences
Weather 15 co-occurrences
Revenue Operations 9 co-occurrences
Forecast 7 co-occurrences
Conversation Intelligence 5 co-occurrences
Where this tag comes from
Provider tag64
Api tag25
Openapi tag2
Openapi op tag7
Cohort brief
Auto-generatedThe 81 providers in the APIs.io catalog tagged Forecasting, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
81
all scored
Mean Kin Score
32.3
+11.6 vs catalog 20.7
Mean Agent Readiness
17.7
+8.0 vs catalog 9.7
Spread
2–68.9
median 33.6 · σ 17.6
How the 81 split by band
Exemplar 1Strong 10Developing 20Thin 21Emerging 17Minimal 12
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 31.8 | 17.5 | +14.3 | 81 |
| Access Clarity | 35.7 | 22.3 | +13.4 | 81 |
| Developer Ergonomics | 30.4 | 17.9 | +12.5 | 81 |
| Contract Governance | 14.4 | 6.4 | +8 | 81 |
| Operational Transparency | 19.1 | 11.3 | +7.8 | 81 |
| Discoverability | 66.8 | 60.4 | +6.4 | 81 |
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) | 33% | 16% | +17 |
| MCP server (first-party) | 16% | 7% | +9 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 21% | 9% | +12 |
| Security | 98% | 88% | +10 |
| Arazzo workflows | 10% | 2% | +8 |
| Governance rules | 25% | 13% | +12 |
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 Enphase Energy 68.9
- 2 Gong 66.4
- 3 Clari 60.9
- 4 Salesloft 59.6
- 5 Atmospore Pollen Forecasts 58.9
- 6 Datarails 57.7
- 7 DTN 57
- 8 Workday 56.8
- 9 Assembled 55.6
- 10 ISO New England 55.4
Top by Agent Readiness
- 1 Datarails 59.2
- 2 Fullcast 48.6
- 3 Salesloft 47.9
- 4 Gong 46.1
- 5 Atmospore Pollen Forecasts 40.2
- 6 Runway Financial 37.3
- 7 Cube 36.4
- 8 Cube Planning 36.4
- 9 Clari 34.9
- 10 Zoom 34.1
All 81 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.
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Tools for tags
7 MCP tools reach this
find_tagsBrowse and filter every tag in the catalog.get_cohortThis tag as a scored cohort — every provider carrying it, with scores.cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.resolveTurn a domain, URL or GitHub org into the provider it belongs to.find_cohortsEvery scored population of providers in the catalog.
Call it yourself
curl for this page
This tag
curl "https://apis.io/api/v1/tags/forecasting"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/forecasting"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/forecasting/stats" \
-H "X-API-Key: $APIS_IO_KEY"Discovery needs no key. Ratings and market analysis are Pro.