# Mixedbread

**Canonical:** https://apis.io/providers/mixedbread-ai/  
**Website:** https://www.mixedbread.com/  
**APIs profiled:** 14

Mixedbread is a Berlin-based AI search and retrieval platform. It provides embeddings (mxbai-embed, Wholembed v3), rerankers (mxbai-rerank v1/v2/v3-listwise), multimodal stores, document parsing, structured extraction, and connector-based ingestion. Models are published as open weights on Hugging Face and consumed via a hosted REST API at api.mixedbread.com. The platform powers RAG and agent retrieval over text, PDFs, images, audio, and video across 100+ languages.

## Kin Score — 55.6 / 100 (strong)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 55.6).

| Facet | Score |
|---|---|
| Discoverability | 68.5 |
| Contract Quality | 67.2 |
| Governance | 9.8 |
| Contract Governance | 9.8 |
| Operational Transparency | 36.8 |
| Developer Ergonomics | 66.7 |
| Commercial Clarity | 63.2 |
| Access Clarity | 63.2 |

## Agent readiness — 35.9 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | verified |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Paid · Self-serve signup — onboarding: self-serve, pricing: paid, trial: no (confidence: high).

## APIs (14)

- **Mixedbread admin API** — The admin API from Mixedbread — 1 operation(s) for admin.
- **Mixedbread api_keys API** — The api_keys API from Mixedbread — 4 operation(s) for api_keys.
- **Mixedbread billing API** — The billing API from Mixedbread — 4 operation(s) for billing.
- **Mixedbread completions API** — The completions API from Mixedbread — 1 operation(s) for completions.
- **Mixedbread data_sources API** — The data_sources API from Mixedbread — 6 operation(s) for data_sources.
- **Mixedbread deprecated_vector_stores API** — The deprecated_vector_stores API from Mixedbread — 10 operation(s) for deprecated_vector_stores.
- **Mixedbread Embeddings API** — The Embeddings API from Mixedbread — 1 operation(s) for embeddings.
- **Mixedbread extractions API** — The extractions API from Mixedbread — 6 operation(s) for extractions.
- **Mixedbread files API** — The files API from Mixedbread — 7 operation(s) for files.
- **Mixedbread Mixedbread Embeddings API API** — The Mixedbread Embeddings API API from Mixedbread — 1 operation(s) for mixedbread embeddings api.
- **Mixedbread parsing API** — The parsing API from Mixedbread — 2 operation(s) for parsing.
- **Mixedbread Reranking API** — The Reranking API from Mixedbread — 1 operation(s) for reranking.
- **Mixedbread schemas API** — The schemas API from Mixedbread — 1 operation(s) for schemas.
- **Mixedbread stores API** — The stores API from Mixedbread — 17 operation(s) for stores.

## Agentic access (1)

- **Mixedbread Ai Agentic Access** — 93 operations · 60 acting · 1 human-in-the-loop

## Security (2)

- **Mixedbread Ai Authentication** — http · 1 scheme
- **Mixedbread Ai Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Mixedbread Ai Plans Pricing**

## Tags

Artificial Intelligence, Embeddings, Reranking, Search, Retrieval, RAG, Vector Database, Multi-Modal, Parsing, Open Weights

---

Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/mixedbread-ai/). Scores are computed from the provider's own public artifacts under a published rubric.