AgentsOpen Source 🇺🇸 27.07.2026 13:06

Mistral AI Releases Connectors in Studio with Built-in and Custom MCP Integration

MistralMistral
Mistral AI has launched Connectors in Studio, enabling developers to integrate enterprise data into AI applications via API/SDK. The update introduces direct tool calling and human-in-the-loop approval flows, with connectors centrally registered across Mistral apps like LeChat and AI Studio.
Mistral AI announced the release of Connectors in Studio, allowing developers to build highly customized AI applications grounded in enterprise data. All built-in connectors and custom MCPs are now accessible via API/SDK for all model and agent calls. The update also introduces direct tool calling for precise control over tool invocation and human-in-the-loop approval flows for secure review before tool execution. Connectors are centrally registered and available across Mistral apps including LeChat and AI Studio, with Vibe coming soon. Usage via Conversation API, Completions API, and Agent SDK enables complex workflows with enterprise systems like CRMs, knowledge bases, and productivity tools. The company emphasizes that connectors package integrations into reusable entities using the MCP protocol, reducing duplication and security risks. An example workflow involves building an agent with connectivity to GitHub, public repo content via DeepWiki, and live web data.
Сокращения
API = Application Programming Interface — интерфейс программирования приложений
MCP = Model Context Protocol — протокол контекста модели
SDK = Software Development Kit — комплект разработчика программного обеспечения
CRM = Customer Relationship Management — управление взаимоотношениями с клиентами
Source: Mistral AI — original
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