{"product_id":"optimize-code-with-mixedbreads-ai-search-agent-toast-1","title":"Optimize Code with Mixedbread's AI Search Agent Toast-1","description":"\u003ch3\u003eOptimize Code with Mixedbread's AI Search Agent Toast-1\u003c\/h3\u003e\n\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eIntegrates with the OpenAI-compatible Chat Completions API to authenticate and manage interactions.\u003c\/li\u003e\n    \u003cli\u003ePresents a structured terminal for managing completion requests and responses.\u003c\/li\u003e\n    \u003cli\u003eSupports continuous conversations with the inclusion of a previous_completion_id for context persistence.\u003c\/li\u003e\n    \u003cli\u003eIdentifies and addresses errors, such as reserved tool names and context overflow, within the completion processes.\u003c\/li\u003e\n    \u003cli\u003eExecutes declared functions in various storages such as vector DBs, Elasticsearch, SQL, or filesystem through the Mixedbread platform.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eDevelopers 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers needing to perform multilingual code searches efficiently across wide datasets.\u003c\/li\u003e\n    \u003cli\u003eTeams managing complex AI applications requiring robust error recovery and context management.\u003c\/li\u003e\n    \u003cli\u003eAI engineers seeking streamlined interactions with various databases and storage solutions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eService hosted over an OpenAI-compatible Chat Completions endpoint.\u003c\/li\u003e\n    \u003cli\u003eIncorporates the Mixedbread Completions API for functionality declaration and execution.\u003c\/li\u003e\n    \u003cli\u003eRequirements for API key authentication are detailed at \u003ca href=\"https:\/\/platform.mixedbread.com\/platform?next=api-keys\"\u003eMixedbread API Keys\u003c\/a\u003e.\u003c\/li\u003e\n    \u003cli\u003eFor full documentation, refer to \u003ca href=\"https:\/\/www.mixedbread.com\/docs\/agent\/chat-completions\"\u003eMixedbread Docs\u003c\/a\u003e and \u003ca href=\"https:\/\/www.mixedbread.com\/docs\/agent\/models\"\u003eModel Card\u003c\/a\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003emixedbread-ai\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/mixedbread-ai\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003emixedbread-ai\/skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eApache-2.0\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal 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.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52880929751351,"sku":"MCP-MIXEDBREAD-AI-SKILLS-MIXEDBREAD-SEARCH-AGENT","price":14.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/KeOQdT7iUFXbNYLZzDLIl_5928b63a2b474a13810a451b4d763a42.jpg?v=1787396752","url":"https:\/\/mcpcart.com\/products\/optimize-code-with-mixedbreads-ai-search-agent-toast-1","provider":"SPF PRO","version":"1.0","type":"link"}