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Chroma

Chroma (Chroma DB) is an open-source AI-native embedding database designed to make it easy to build LLM applications by providing storage, retrieval, and management for vector embeddings, full-text search, regex search, and multi-modal retrieval (text, image, audio). Distributed under the Apache 2.0 license, Chroma can be self-hosted (single-node Python or distributed Rust-based deployment) or consumed via Chroma Cloud, a managed serverless vector database service offering usage-based pricing. Chroma is the open-source data infrastructure for AI agents and RAG (Retrieval-Augmented Generation) applications, with first-party SDKs for Python and JavaScript/TypeScript and integrations with leading embedding providers (OpenAI, Cohere, Hugging Face, sentence-transformers).

agent ready

Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.

Kin Score

API Evangelist profiles Chroma the way a machine reads it — 41 machine-readable artifacts across 8 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Chroma scores 61.4/100 (strong), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 15.9 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile Chroma

Each block below is one kind of artifact we hold for Chroma. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 8

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

Chroma Python Client

The Chroma Python Client is a first-party SDK for interacting with both self-hosted Chroma servers and Chroma Cloud. It provides a simple, developer-friendly interface with a co...

Chroma JavaScript Client

The Chroma JavaScript and TypeScript Client is a first-party SDK for interacting with Chroma from JavaScript or TypeScript applications. The v3 rewrite focused on reducing bundl...

Chroma Collections API

Collection management endpoints for creating, listing, retrieving, updating, and deleting collections within a database.

Chroma Databases API

Database management endpoints for creating, listing, retrieving, and deleting databases within a tenant.

Chroma Records API

Record management endpoints for adding, getting, updating, upserting, deleting, and querying records within a collection.

Chroma Search API

Advanced search endpoints available exclusively in Chroma Cloud. Provides a unified interface for hybrid search operations combining vector similarity search with metadata filte...

Chroma System API

System-level endpoints for health checks, version information, and server diagnostics.

Chroma Tenants API

Tenant management endpoints for creating and retrieving tenants.

Scroll within the panel for all 8 ·

Open Collections 2

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Chroma Cloud API

OPEN COLLECTION

Chroma Server API

OPEN COLLECTION

GraphQL 1

Where a provider ships GraphQL, the schema is the contract. We profile it alongside the REST surface so the whole interface is legible in one place.

GraphQL schemas published by this provider.

Chroma GraphQL API

Chroma is an open-source embedding database for AI. The API covers collection management, document and embedding upsert, querying by embedding or text, metadata filtering, and m...

GRAPHQL

Pricing Plans 1

Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.

Published pricing tiers and plan structures.

Chroma Plans Pricing

3 plans

PLANS

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Chroma Rate Limits

2 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.

Cost, billing, and metering signals for API financial operations.

Features 10

The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.

Notable capabilities this provider offers.

Document and Metadata Storage

Vector Similarity Search (Dense, Sparse, Hybrid)

Full-Text and Regex Search

Metadata Filtering

Multi-Modal Retrieval (Text, Image, Audio)

Automatic Tokenization and Embedding

Collection Management

Embedding Function Plugins

Self-Hosted and Cloud Deployments

Apache 2.0 Open Source License

Scroll within the panel for all 10 ·

Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Chroma Context

0 classes · 6 properties

JSON-LD

Spectral Rules 1

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

Chroma API Rules

6 rules · 4 warnings

SPECTRAL

JSON Schema 2

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

Chroma Collection

5 properties

JSON SCHEMA

Chroma Record

5 properties

JSON SCHEMA

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Chroma Authentication

apiKey/http · 3 schemes

SECURITY

Chroma Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Chroma Vulnerability Disclosure

disclosure policy published

SECURITY

Chroma Trust Center

SOC 2, ISO 27001

SECURITY

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Chroma Agentic Access

44 operations · 26 acting · 1 human-in-the-loop

44 operations · 26 acting

AGENTIC

Use Cases 8

What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.

What developers build with this provider.

RAG (Retrieval Augmented Generation)

Semantic Search

AI Agent Memory

Code Search (AST-Aware Chunking)

Recommendation Systems

Multi-Modal Search (Text + Images)

Question Answering Systems

Knowledge Base Querying

Scroll within the panel for all 8 ·

Resources

Every other property we hold for Chroma — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Get Started 2

Portal, sign-up, and the first successful call

Documentation 3

Reference material describing how the API behaves

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Build 2

SDKs, sample code, and the tooling you integrate with

Operate 1

Status, limits, changes, and where to get help

Other 2

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/chroma · machine-readable index on apis.io