API Observability
Providers using this tag (5)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Thin 2 Limited public surface area
Emerging 3 Early or largely undocumented
ResurfaceResurface (now Graylog API Security) is an API runtime security and observability platform that captures an...Akita SoftwareAkita Software was an API observability and analysis platform that used passive traffic monitoring to autom...API DynamicsAPIDynamics is an AI-driven API security and observability platform that empowers enterprises to gain real-...
APIs with this tag (4)
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 →
Emerging 4 Early or largely undocumented
Resurface PlatformResurface captures complete API request and response data in real time, providing full-payload API call log...Akita SoftwareAkita Software provided an API observability platform that used passive traffic monitoring to automatically...Postman Live InsightsPostman Live Insights is the successor to Akita Software, now integrated into the Postman platform. The Pos...API Dynamics PlatformThe APIDynamics platform provides AI-driven API security and observability including API discovery, traffic...
Score breakdown
Frequency
26.6
log-scaled weighted occurrences
Breadth
0.1
spread across providers
Quality lift
28.1
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Where this tag comes from
Provider tag5
Api tag4
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.
Call it yourself
curl for this page
This tag
curl "https://apis.io/api/v1/tags/api-observability"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/api-observability"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/api-observability/stats" \
-H "X-API-Key: $APIS_IO_KEY"Discovery needs no key. Ratings and market analysis are Pro.