niche · 1.1

MLS

Score 19.1 / 100 40 providers 23 APIs Search apis.io →

Providers using this tag (40)

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

Strong 2 Solid coverage with minor gaps
Developing 6 Usable, with meaningful gaps to close
Thin 13 Limited public surface area
Emerging 12 Early or largely undocumented
Minimal 7 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 2 Solid coverage with minor gaps
Developing 10 Usable, with meaningful gaps to close
Thin 8 Limited public surface area
Emerging 3 Early or largely undocumented

Score breakdown

Frequency
48.9
log-scaled weighted occurrences
Breadth
1.1
spread across providers
Quality lift
33.1
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

RESO 18 co-occurrences IDX 15 co-occurrences Property Listings 22 co-occurrences Rentals 15 co-occurrences Offices 6 co-occurrences OData 9 co-occurrences Listings 10 co-occurrences Brokerage 12 co-occurrences

Where this tag comes from

Provider tag38
Api tag23
Openapi tag1
Openapi op tag2

Cohort brief

Auto-generated

The 40 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
40
all scored
Mean Kin Score
27.2
+6.5 vs catalog 20.7
Mean Agent Readiness
14.7
+5.0 vs catalog 9.7
Spread
2.2–60
median 30.2 · σ 15.8
How the 40 split by band
Exemplar 0Strong 2Developing 6Thin 13Emerging 12Minimal 7
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Discoverability 68.3 60.4 +7.9 40
Access Clarity 30.2 22.3 +7.9 40
Developer Ergonomics 24.9 17.9 +7 40
Contract Governance 12 6.4 +5.6 40
Contract Quality 22.6 17.5 +5.1 40
Operational Transparency 15.1 11.3 +3.8 40

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) 33% 16% +17
MCP server (first-party) 10% 7% +3
Agent Skills 0% 0% 0
OAuth scopes 25% 9% +16
Security 98% 88% +10
Arazzo workflows 0% 2% -2
Governance rules 5% 13% -8

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 40 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 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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