niche · -1.0 market industry

MLS

Score 17.8 / 100 47 providers +2 via APIs 23 APIs Search apis.io →
Business capabilities this tag reaches
Real Estate Brokerage Management 1
Variants seen in the corpus: Multiple Listing ServiceMLS

Providers using this tag (47)

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

Strong 2 Solid coverage with minor gaps
Developing 8 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 16 Early or largely undocumented
Minimal 11 Almost no public developer surface

APIs with this tag (23)

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 3 Solid coverage with minor gaps
Developing 8 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 5 Early or largely undocumented
Minimal 2 Almost no public developer surface

Companies reaching this through an API (2)

These companies publish an API, specification or operation carrying “MLS” 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.

CoStar Group Trulia

Score breakdown

Frequency
49.4
log-scaled weighted occurrences
Breadth
1.1
spread across providers
Quality lift
25.7
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

RESO 24 co-occurrences IDX 19 co-occurrences Property Listings 22 co-occurrences Property Data 13 co-occurrences Office 8 co-occurrences RETS 6 co-occurrences OData 11 co-occurrences

Where this tag comes from

Provider tag47
Api tag23
Openapi tag1
Openapi op tag2

Markets provisional

Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.

MarketShare of the market's providers
Real Estate and Proptech32%

Cohort brief

Auto-generated

The 44 providers in the APIs.io catalog tagged MLS, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
44
of 47 in the catalog
Mean Kin Score
25
+2.8 vs catalog 22.2
Mean Agent Readiness
12.9
+0.9 vs catalog 12
Spread
3.5–63
median 22.8 · σ 15.3
How the 44 split by band
Exemplar 0Strong 2Developing 7Thin 10Emerging 16Minimal 9
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 27.4 23.2 +4.2 44
Discoverability 62 57.9 +4.1 44
Access Clarity 26.8 23.9 +2.9 44
Contract Governance 9.2 6.5 +2.7 44
Contract Quality 18.8 17.2 +1.6 44
Operational Transparency 12.7 13 -0.3 44

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
ArtifactThis cohortCatalogDifference
MCP server (any) 14% 13% +1
MCP server (first-party) 7% 12% -5
Agent Skills 0% 0% 0
OAuth scopes 23% 11% +12
Security 100% 98% +2
Arazzo workflows 0% 2% -2
Governance rules 9% 16% -7

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.

All 47 members of this roster resolve to a provider in the catalog; 44 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 41 of 44 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 24 October 2026, across 31984 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.

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

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