Recommendation
Variants seen in the corpus:
Recommendationrecommendation
Providers using this tag (11)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 1 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Transmit SecurityTransmit Security provides the Mosaic platform, a comprehensive CIAM (Customer Identity and Access Manageme...WikimediaWikimedia provides REST APIs for accessing Wikipedia, Wikidata, Commons, and other Wikimedia project conten...ClickPostClickPost is a logistics and supply chain platform that aggregates 500+ carrier integrations, multi-channel...WikisourceWikisource is the Wikimedia Foundation's free library of source texts — public-domain and freely-licensed b...
Thin 2 Limited public surface area
Emerging 3 Early or largely undocumented
ToutiaoToutiao (今日头条) is ByteDance's AI-driven content recommendation platform, launched in 2012, aggregating news...RiiidRiiid (now operating as Socra AI) is an AI education technology company whose proprietary deep-knowledge-tr...Classif.ioClassif.io provides machine-learning-powered classification APIs that identify and label visual content. Th...
APIs with this tag (9)
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 →
Strong 1 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Thin 2 Limited public surface area
Emerging 2 Early or largely undocumented
Score breakdown
Frequency
34.4
log-scaled weighted occurrences
Breadth
0.3
spread across providers
Quality lift
48.7
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Where this tag comes from
Provider tag3
Api tag9
Openapi tag5
Openapi op tag11
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/recommendation"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/recommendation"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/recommendation/stats" \
-H "X-API-Key: $APIS_IO_KEY"
Discovery needs no key. Ratings and market analysis are Pro.