Le Chat. Custom MCP connectors. Memories. – Mistral AI
Le Chat now integrates with 20+ enterprise platforms—powered by MCP—and remembers what matters with Memories.
The widest enterprise-ready connector directory (beta), with custom extensibility, making it easy to bring workflows into your AI assistant.
Directory of 20+ secure connectors—spanning data, productivity, development, automation, commerce, and custom integrations. Search, summarize, and act in tools like Databricks, Snowflake, GitHub, Atlassian, Asana, Outlook, Box, Stripe, Zapier, and more.
Custom extensibility: Add your own MCP connectors to broaden coverage and drive more precise actions and insights.
Flexible deployment: run on mobile, in your browser, or deploy on-premises or in your cloud.
Context that carries: introducing Memories (beta).
Highly-personalized responses based on your preferences and facts.
Careful and reliable memory handling: saves what matters, slips sensitive or fleeting info.
Complete control over what to store, edit, or delete.
And… fast import of your memories from ChatGPT.
Everything available on the Free plan.
Today, we’re releasing 20+ secure, MCP-powered connectors in Le Chat, enabling you to search, summarize, and take actions with your business-critical tools. Le Chat’s connector directory spans essential categories, simplifying how you integrate your workflows in chats.
The new-look Connectors directory opens direct pipelines into enterprise tools, turning Le Chat into a single surface for data, documents, and actions.
Summarizing customer reviews in Databricks, then raising a ticket in Asana to address the top issues.
Reviewing open pull requests in GitHub, then creating Jira issues for follow-up and documenting the changes in Notion.
Comparing financial obligations across legal documents in Box, then uploading a concise summary back into Box.
Summarizing active issues from Jira, then drafting a Confluence sprint overview page for team planning.
Retrieving business payment insights from Stripe, then logging anomalies as a development project and task in Linear.
Learn more about Connectors in our Help Center.
For everything else, you can now connect to any remote MCP server of choice—even if it’s not listed in the Connectors directory—to query, cross-reference, and perform actions on any tool in your stack.
Admin users can confidently control which connectors are available to whom in their organization, with on-behalf authentication, ensuring users only access data they’re permitted to.
Deploy Le Chat your way—self-hosted, in your private or public cloud, or as a fully managed service in the Mistral Cloud. Talk to our team about enterprise deployments.
Memories in Le Chat carry your context across conversations, retrieving insights, decisions, and references from the past when needed. They power more relevant responses, adaptive recommendations tailored for you, and richer answers infused with the specifics of your work—delivering a faster, more relevant, and fully personalized experience.
Memories score high in our evaluations for accuracy and reliability: saving what’s important, avoiding forbidden or sensitive inferences, ignoring ephemeral content, and retrieving the right information without hallucinations.
Most importantly, you stay in full control—add, edit, update, or remove any entry at any time, with clear privacy settings and selective memory handling you can trust.
Both Connectors and Memories are available to all Le Chat users.
Try out the new features at chat.mistral.ai, or by downloading the Le Chat mobile by Mistral AI app from the App Store or Google Play Store, for free; no credit card needed.
Reach out to us to learn how Le Chat Enterprise can transform your mission-critical work.
Join our webinar on September 9 to dive into Le Chat’s new MCP capabilities with the Mistral team. Learn key insights, ask your questions, and prepare to build cutting-edge projects—all before the hackathon begins.
Gather with the best AI engineers for a 2-day overnight hackathon (Sep. 13-14) and turn ideas into reality using your custom MCPs in Le Chat. Network with peers, get hands-on guidance from Mistral experts, and push the boundaries of what’s possible.
If you’re interested in joining us on our mission to build world-class AI products, we welcome your application to join our team!
Get in touch.
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Mistral AI © 2025
Mistral AI © 2025
