niche · -1.7 capability resource

Observations

Score 20.1 / 100 5 providers +22 via APIs 30 APIs Search apis.io →
Business capabilities this tag reaches
Construction & Field Delivery Management 2

Providers using this tag (5)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Developing 2 Usable, with meaningful gaps to close
DTNWeatherAgricultureEnergyMarket Data38 APIs50.9XweatherAir QualityCompanyDataForecast1 API41.7
Thin 3 Limited public surface area
iNaturalistBiodiversityNatureCitizen ScienceWildlife1 API37.1Weather UndergroundWeatherPersonal Weather StationsHyperlocal1 API35.3RakenConstructionConstruction ManagementDaily ReportingField Management1 API26.6

APIs with this tag (30)

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 2 Complete, well-documented, and agent-ready
Twilio Observations APIObservations are small contextual text snippets automatically extracted from conversations that run through...91.6healow RPM Vendor (Tracker) APIBidirectional FHIR R4 API for remote-patient-monitoring device vendors. healow sends signed device orders t...67.5
Strong 6 Solid coverage with minor gaps
Bentley Systems Observations APIObservations resources for the iTwin Sensor Data API.64.2SewerAI Observations APIThe Observations API from SewerAI — 2 operation(s) for observations.64.0Ads Lighthouse Observations APIThe Observations API from Ads Lighthouse — 2 operation(s) for observations.62.1Procore Observations APIThe Observations API from Procore — 17 operation(s) for observations.60.3Jane Observations APIThe Observations API from Jane — 2 operation(s) for observations.58.2Dagster Observations APIReport asset observation events.54.4
Developing 5 Usable, with meaningful gaps to close
Finalcad Observations APIThe Observations API from Finalcad — 6 operation(s) for observations.51.6DTN Observations APIHistorical weather observation data50.9Cloud Healthcare FHIR APIThe Cloud Healthcare FHIR API provides a fully managed implementation of the HL7 FHIR standard (supporting ...43.5Xweather Observations APIWeather station observations41.7Itron Observations APITime-series sensor observation ingest and query.40.5
Thin 15 Limited public surface area
Citra Space Observations APIThe observations API from Citra Space — 13 operation(s) for observations.38.7AgStack Foundation Observations APIThe Observations API from AgStack Foundation — 2 operation(s) for observations.37.7Frost APIREST API for historical meteorological observation data from weather stations worldwide, maintained by MET ...37.5iNaturalist API v2The next-generation iNaturalist API (v2) currently in development, designed to eventually replace v0 and v1...37.1iNaturalist Observations APICRUD, search, faving, quality metrics, stats, and more37.1Weather Underground Observations APICurrent and real-time PWS observations35.3Sunny Yuen Observations APIThe Observations API from Sunny Yuen — 1 operation(s) for observations.35.1Loadsmart Observations APIThe Observations API from Loadsmart — 3 operation(s) for observations.34.8Langfuse Observations APIThe Observations API from Langfuse — 1 operation(s) for observations.34.4Tenet Healthcare Observations APIClinical observations including vital signs, lab results, and assessments (FHIR Observation resource)32.1FRED Observations APIThe underlying time-series data values, with frequency aggregation and unit transformations.31.5OSCAR/Surface REST APIThe OSCAR/Surface REST API provides programmatic access to the WMO Observing Systems Capability Analysis an...29.7WHOS Hydrological Observing System APIThe WMO Hydrological Observing System (WHOS) provides multiple API interfaces for accessing global hydrolog...29.7BodyTrace Observations APIConfirmed pull surface for device readings (data values).27.4Raken Public APIRaken Public API 3.0 is a REST API protected by OAuth 2.0 that exposes the core entities of the Raken const...26.6
Emerging 2 Early or largely undocumented
Convert Observations APIThe Observations API from Convert — 7 operation(s) for observations.25.6WindBorne Data APIREST API serving balloon observations, soundings, WeatherMesh point and gridded forecasts, constellation/fl...23.5

Companies reaching this through an API (22)

These companies publish an API, specification or operation carrying “Observations” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Ads Lighthouse AgStack Foundation Bentley Systems BodyTrace Citra Space Convert Dagster eClinicalWorks Finalcad FRED Google Cloud Healthcare Itron Jane Langfuse Loadsmart SewerAI Sunny Yuen Tenet Healthcare Twilio WindBorne Systems World Meteorological Organization Yr

Score breakdown

Frequency
46.1
log-scaled weighted occurrences
Breadth
0.1
spread across providers
Quality lift
40.2
mean composite of providers using it
Cohesion
3.1
strength of nearest seed neighbor

Related tags

Forecast 5 co-occurrences Weather 7 co-occurrences Alerts 8 co-occurrences Devices 6 co-occurrences Project 8 co-occurrences Account 6 co-occurrences User 8 co-occurrences Authentication 9 co-occurrences

Where this tag comes from

Api tag30
Provider tag5
Openapi tag16
Openapi op tag38

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

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.
All 92 tools →

Call it yourself

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/observations"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/observations"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/observations/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.