Mistral AI 于 2025 年 9 月 2 日宣布为 Le Chat 推出更新。更新包括：处于测试阶段的企业级 MCP 连接器目录，提供 20 多个安全的连接器，覆盖数据、生产力、开发、自动化与商务等领域，支持搜索、总结并操作各类工具，且允许用户自定义连接器。此外，新增记忆功能（beta），可基于用户偏好和事实提供个性化回复，并支持从 ChatGPT 快速导入记忆。所有功能均向免费套餐用户开放，并支持多端部署。
原文 · 未翻译
Product
Le Chat. Custom MCP connectors. Memories.
September 2, 2025
By Mistral AI
Back to Blog
5 min read
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Today, we’re giving you more reasons to switch to Le Chat.
The widest enterprise-ready connector directory (beta) , with custom extensibility, making it easy to bring workflows into your AI assistant.
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.
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.
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.
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.
Mistral AI 于 2025 年 9 月 2 日宣布为 Le Chat 推出更新。更新包括：处于测试阶段的企业级 MCP 连接器目录，提供 20 多个安全的连接器，覆盖数据、生产力、开发、自动化与商务等领域，支持搜索、总结并操作各类工具，且允许用户自定义连接器。此外，新增记忆功能（beta），可基于用户偏好和事实提供个性化回复，并支持从 ChatGPT 快速导入记忆。所有功能均向免费套餐用户开放，并支持多端部署。
原文 · 保持原样，未翻译
Product
Le Chat. Custom MCP connectors. Memories.
September 2, 2025
By Mistral AI
Back to Blog
5 min read
Share this post
Today, we’re giving you more reasons to switch to Le Chat.
The widest enterprise-ready connector directory (beta) , with custom extensibility, making it easy to bring workflows into your AI assistant.
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.
Flexible deployment: run on mobile, in your browser, or deploy on-premises or in your cloud.
Context that carries: introducing Memories (beta).
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.
Highly-personalized responses based on your preferences and facts.
Highly-personalized responses based on your preferences and facts.
Careful and reliable memory handling: saves what matters, slips sensitive or fleeting info.
Careful and reliable memory handling: saves what matters, slips sensitive or fleeting info.
Complete control over what to store, edit, or delete.
Complete control over what to store, edit, or delete.
And… fast import of your memories from ChatGPT.
And… fast import of your memories from ChatGPT.
Everything available on the Free plan.
Everything available on the Free plan.
Plug it right in.
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.
Data: Search and analyze datasets in Databricks (coming soon), Snowflake (coming soon), Pinecone, Prisma Postgres, and DeepWiki.
Data: Search and analyze datasets in Databricks (coming soon), Snowflake (coming soon), Pinecone, Prisma Postgres, and DeepWiki.
Productivity: Collaborate on team docs in Box and Notion, spin up project boards in Asana or Monday.com, and triage across Atlassian tools like Jira and Confluence.
Productivity: Collaborate on team docs in Box and Notion, spin up project boards in Asana or Monday.com, and triage across Atlassian tools like Jira and Confluence.
Development: Manage issues, pull requests, repositories, and code analysis in GitHub; create tasks in Linear, monitor errors in Sentry, and integrate with Cloudflare Development Platform.
Development: Manage issues, pull requests, repositories, and code analysis in GitHub; create tasks in Linear, monitor errors in Sentry, and integrate with Cloudflare Development Platform.
Automation: Extend workflows through Zapier and campaigns in Brevo.
Automation: Extend workflows through Zapier and campaigns in Brevo.
Commerce: Access and act on merchant and payment data from PayPal, Plaid, Square, and Stripe.
Commerce: Access and act on merchant and payment data from PayPal, Plaid, Square, and Stripe.
Custom: Add your own MCP connectors to extend coverage, so you can query, get summaries, and act on the systems and workflows unique to your business.
Custom: Add your own MCP connectors to extend coverage, so you can query, get summaries, and act on the systems and workflows unique to your business.
Deployment: Run on-prem, in your cloud, or on Mistral Cloud, giving you full control over where your data and workflows live.
Deployment: Run on-prem, in your cloud, or on Mistral Cloud, giving you full control over where your data and workflows live.
Connectors in action.
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 .
Connect any MCP server.
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.
Your rules. Your control.
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.
Hold that thought.
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.
Get started in Le Chat.
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.
See you at our MCP webinar and hackathon?
Webinar
Getting Started with MCP in Le Chat, September 9, Online.
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.
Sign up now.
Hackathon
Mistral AI MCP Hackathon, September 13-14, Paris.
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.
Join us.
We’re hiring!
If you’re interested in joining us on our mission to build world-class AI products, we welcome your application to join our team !
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.
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.
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.
Flexible deployment: run on mobile, in your browser, or deploy on-premises or in your cloud.
Context that carries: introducing Memories (beta).
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.
Highly-personalized responses based on your preferences and facts.
Highly-personalized responses based on your preferences and facts.
Careful and reliable memory handling: saves what matters, slips sensitive or fleeting info.
Careful and reliable memory handling: saves what matters, slips sensitive or fleeting info.
Complete control over what to store, edit, or delete.
Complete control over what to store, edit, or delete.
And… fast import of your memories from ChatGPT.
And… fast import of your memories from ChatGPT.
Everything available on the Free plan.
Everything available on the Free plan.
Plug it right in.
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.
Data: Search and analyze datasets in Databricks (coming soon), Snowflake (coming soon), Pinecone, Prisma Postgres, and DeepWiki.
Data: Search and analyze datasets in Databricks (coming soon), Snowflake (coming soon), Pinecone, Prisma Postgres, and DeepWiki.
Productivity: Collaborate on team docs in Box and Notion, spin up project boards in Asana or Monday.com, and triage across Atlassian tools like Jira and Confluence.
Productivity: Collaborate on team docs in Box and Notion, spin up project boards in Asana or Monday.com, and triage across Atlassian tools like Jira and Confluence.
Development: Manage issues, pull requests, repositories, and code analysis in GitHub; create tasks in Linear, monitor errors in Sentry, and integrate with Cloudflare Development Platform.
Development: Manage issues, pull requests, repositories, and code analysis in GitHub; create tasks in Linear, monitor errors in Sentry, and integrate with Cloudflare Development Platform.
Automation: Extend workflows through Zapier and campaigns in Brevo.
Automation: Extend workflows through Zapier and campaigns in Brevo.
Commerce: Access and act on merchant and payment data from PayPal, Plaid, Square, and Stripe.
Commerce: Access and act on merchant and payment data from PayPal, Plaid, Square, and Stripe.
Custom: Add your own MCP connectors to extend coverage, so you can query, get summaries, and act on the systems and workflows unique to your business.
Custom: Add your own MCP connectors to extend coverage, so you can query, get summaries, and act on the systems and workflows unique to your business.
Deployment: Run on-prem, in your cloud, or on Mistral Cloud, giving you full control over where your data and workflows live.
Deployment: Run on-prem, in your cloud, or on Mistral Cloud, giving you full control over where your data and workflows live.
Connectors in action.
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 .
Connect any MCP server.
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.
Your rules. Your control.
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.
Hold that thought.
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.
Get started in Le Chat.
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.
See you at our MCP webinar and hackathon?
Webinar
Getting Started with MCP in Le Chat, September 9, Online.
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.
Sign up now.
Hackathon
Mistral AI MCP Hackathon, September 13-14, Paris.
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.
Join us.
We’re hiring!
If you’re interested in joining us on our mission to build world-class AI products, we welcome your application to join our team !