Vectors
Variants seen in the corpus:
VectorVectorsvector
Providers using this tag (25)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Developing 8 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 2 Early or largely undocumented
Minimal 1 Almost no public developer surface
APIs with this tag (21)
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 7 Usable, with meaningful gaps to close
turbopuffer Query APIUnified query endpoint that runs vector ANN, full-text BM25, and hybrid queries against a namespace, with a...Flowise vector APIThe vector API from Flowise — 1 operation(s) for vector.Cenevo Vectors APIThe Vectors API from Cenevo — 2 operation(s) for vectors.CARTO Maps APIServes vector tables, SQL-query-backed tilesets, tileset sources, and raster/H3/quadbin tilesets for visual...Trieve Search APIRun vector, full-text, and hybrid search across a dataset, with filters, boosts, re-ranking, and highlights.TomTom Vector APIThe Vector API from TomTom — 1 operation(s) for vector.Labguru Vectors APIThe Vectors API from Labguru — 2 operation(s) for vectors.
Thin 10 Limited public surface area
Milvus REST API v2Milvus v2 REST API covers collections, partitions, vectors, search, query, indexes, and role/RBAC managemen...Kimi Embeddings APIOpenAI-compatible embeddings endpoint that returns vector representations of input text for semantic search...Maxar Vector Analytics APIVector deliveries of change monitoring outputs through OGC WMS / WMTS for downstream analytic and GIS consu...Mastra Vectors APIThe Vectors API from Mastra — 3 operation(s) for vectors.Superlinked CloudManaged, production-scale hosting of Superlinked-powered apps, available in early access via a sales-led de...Zilliz Cloud Data Plane APIData Plane endpoints handle collection, vector, partition, index, and role operations on a specific cluster...LiteLLM Embeddings APIProvides an OpenAI-compatible /embeddings endpoint for generating text embeddings across multiple providers...LiteLLM Vector Stores APIProvides /vector_stores endpoints for creating and managing vector stores, file operations within vector st...Recraft APIREST API for raster and vector image generation (V4 Pro / V4 / V3 / V2), inpainting, image-to-image, backgr...Upstash Vector APIVector index management
Score breakdown
Frequency
43.3
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
44.9
mean composite of providers using it
Cohesion
7.2
strength of nearest seed neighbor
Related tags
RAG 7 co-occurrences
Embeddings 6 co-occurrences
Geospatial 5 co-occurrences
Datasets 5 co-occurrences
Image 5 co-occurrences
Workflows 6 co-occurrences
Search 10 co-occurrences
Streaming 6 co-occurrences
Where this tag comes from
Api tag22
Provider tag8
Openapi tag7
Openapi op tag20
Cohort brief
Auto-generatedThe 25 providers in the APIs.io catalog tagged Vectors, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
25
all scored
Mean Kin Score
37.2
+16.5 vs catalog 20.7
Mean Agent Readiness
21.8
+12.1 vs catalog 9.7
Spread
5.5–71.2
median 36.9 · σ 13.8
How the 25 split by band
Exemplar 1Strong 2Developing 7Thin 12Emerging 2Minimal 1
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 45.2 | 17.5 | +27.7 | 25 |
| Access Clarity | 39.2 | 22.3 | +16.9 | 25 |
| Operational Transparency | 27.4 | 11.3 | +16.1 | 25 |
| Developer Ergonomics | 33.5 | 17.9 | +15.6 | 25 |
| Discoverability | 71.9 | 60.4 | +11.5 | 25 |
| Contract Governance | 5.5 | 6.4 | -0.9 | 25 |
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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 16% | 16% | 0 |
| MCP server (first-party) | 4% | 7% | -3 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 8% | 9% | -1 |
| Security | 100% | 88% | +12 |
| Arazzo workflows | 4% | 2% | +2 |
| Governance rules | 28% | 13% | +15 |
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.
Top by Kin Score
- 1 Adobe Suite 71.2
- 2 Cloudflare 62
- 3 Perplexity 56.3
- 4 Flowise 47.5
- 5 Cenevo 45.8
- 6 Mem0 45
- 7 Carto 43.6
- 8 Depositphotos 43.6
- 9 turbopuffer 41.5
- 10 TomTom 40.8
Top by Agent Readiness
- 1 Adobe Suite 61.5
- 2 Cloudflare 44.5
- 3 Cenevo 32.5
- 4 Kimi (Moonshot AI) 30.9
- 5 Perplexity 29.1
- 6 Labguru 27.3
- 7 Carto 26.8
- 8 TomTom 26.5
- 9 Flowise 22.3
- 10 Mem0 22.3
All 25 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.