Optimize Code with Mixedbread's AI Search Agent Toast-1
Optimize Code with Mixedbread's AI Search Agent Toast-1
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Optimize Code with Mixedbread's AI Search Agent Toast-1
Optimize Code with Mixedbread's AI Search Agent Toast-1
The Mixedbread Toast-1 is a deep search and lookup agent optimized for AI coding environments such as Claude Code, Cursor, and Codex. It connects seamlessly with the OpenAI-compatible Chat Completions API to facilitate efficient code searches, phrase queries across multiple languages, and recover from tool errors.
What this skill does
- Integrates with the OpenAI-compatible Chat Completions API to authenticate and manage interactions.
- Presents a structured terminal for managing completion requests and responses.
- Supports continuous conversations with the inclusion of a previous_completion_id for context persistence.
- Identifies and addresses errors, such as reserved tool names and context overflow, within the completion processes.
- Executes declared functions in various storages such as vector DBs, Elasticsearch, SQL, or filesystem through the Mixedbread platform.
Who it is for
Developers and teams using AI coding agents — specifically those utilizing Claude Code, Cursor, or Codex — will benefit from the integration capabilities and error management provided by the Mixedbread Toast-1 agent.
Use cases
- Developers needing to perform multilingual code searches efficiently across wide datasets.
- Teams managing complex AI applications requiring robust error recovery and context management.
- AI engineers seeking streamlined interactions with various databases and storage solutions.
Technical details
- Service hosted over an OpenAI-compatible Chat Completions endpoint.
- Incorporates the Mixedbread Completions API for functionality declaration and execution.
- Requirements for API key authentication are detailed at Mixedbread API Keys.
- For full documentation, refer to Mixedbread Docs and Model Card.
Source & Licence
This package is built on open-source work published by mixedbread-ai (mixedbread-ai/skills) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
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