stale · -0.9

Inspector

Score 11.5 / 100 5 providers 5 APIs Search apis.io →

Providers using this tag (5)

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

Thin 3 Limited public surface area
Glama AIGlama AI operates an MCP (Model Context Protocol) marketplace and gateway that aggregates more than 23,000 ...6 APIs36.5AppiumAppium is an open-source test automation framework governed by the OpenJS Foundation, designed to facilitat...13 APIs33.0GlamaGlama is an all-in-one AI workspace combining an MCP server marketplace and registry, a managed MCP gateway...7 APIs30.3
Emerging 2 Early or largely undocumented
Model Context Protocol (MCP)Model Context Protocol is an open, JSON-RPC 2.0 protocol from Anthropic that standardizes how AI applicatio...17 APIs23.1Babylon.jsBabylon.js is an Apache-2.0 licensed, TypeScript-first open-source 3D engine and rendering framework sponso...18 APIs16.8

APIs with this tag (5)

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 →

Thin 3 Limited public surface area
Glama MCP Marketplace & GatewayGlama's MCP platform indexes open-source MCP servers and hosted connectors, offers an ephemeral MCP Inspect...36.5Appium InspectorStandalone GUI inspector for mobile apps that communicates with an Appium server, enabling visual element i...33.0Glama MCP InspectorBrowser-based MCP debugger that spins up an ephemeral sandbox from a server URL. Lets developers exercise t...30.3
Emerging 2 Early or largely undocumented
MCP InspectorDeveloper tool for testing and debugging MCP servers. React-based web UI plus Node.js proxy, launched with ...23.1Babylon.js InspectorEmbeddable developer tool that overlays a live tree of every Babylon scene object — nodes, materials, textu...16.8

Score breakdown

Frequency
19.3
log-scaled weighted occurrences
Breadth
0.1
spread across providers
Quality lift
33.3
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Where this tag comes from

Api tag5

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

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