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Integration

Mixedbread

Embeddings, reranking and AI search. Your client pastes their Mixedbread key once, and your agent or your code works with their access.

AI

About Mixedbread

Through Operate As, your agent, n8n workflow or code works in Mixedbread with your client's own access. Your client pastes their API key from Mixedbread once. We store it encrypted, so it never sits in an email or a shared doc. Your agent reaches any endpoint of Mixedbread's API through the request tool, with the client's access attached.

Common uses in AI

  • Generate, summarize or classify content inside a workflow
  • Use the client's own account, billed to them
  • Combine results with their other connected tools

Mixedbread

Mixedbread · AI

API key

Embeddings, reranking and AI search

The client pastes their API key from Mixedbread's settings. We store it encrypted.

Tested against Mixedbread's live API.

Building with Mixedbread? The docs have setup steps and code for every tool.

Open the Mixedbread docs

Tools

Your agent calls any endpoint of Mixedbread's API with the request tool, with the client's access attached.

Base URL for request

https://api.mixedbread.com/v1

  • request

    HTTPS ANY /v1/clients/{clientId}/mixedbread/{path}

    Any endpoint of Mixedbread's own API, with the client's access attached.

    servicestringrequired
    This service: mixedbread
    methodstringrequired
    GET, POST, PUT, PATCH or DELETE
    pathstringrequired
    The path under https://api.mixedbread.com/v1
    queryobjectoptional
    Query parameters
    bodyobjectoptional
    A JSON body

Over MCP every tool also takes client_id, from list_clients. Over HTTPS send it as clientId to https://api.operate.as/v1.

What the client approves

  • Use the Mixedbread key you paste, with only the access you gave that key

Get started

Send your next client one link

Add a client, select the services, copy the link. You'll get an email the moment their access is ready. Start free, no card required. Paid plans are one flat monthly price, and a busy month never takes your agents offline.