Overview

Mistral Vibe is Mistral AI's artificial intelligence assistant. It succeeds Le Chat and now brings together several ways of working with AI in a single product.

Vibe is organized around three complementary modes:

  • Work for delegating long professional tasks or workflows made up of several steps;
  • Code for exploring, modifying, testing, and maintaining software projects;
  • Chat for quick conversations, research, analysis, and features inherited from Le Chat.

The tool can answer questions, search for information on the Web, analyze documents, produce summaries, generate images, and work with connected applications or services.

Mistral Vibe is available on the Web and through mobile applications. Its Code mode can also be used from a terminal, Visual Studio Code, other compatible editors, or a remote browser session.

Mistral AI is a French company. It develops both proprietary models and open-weight models. The Vibe service remains proprietary, but the CLI used for Vibe Code is released as open-source software under the Apache 2.0 license.

Features

Conversation and writing

  • Answer questions and explain complex concepts.
  • Write, correct, rephrase, or summarize text.
  • Translate and adapt content for different audiences.
  • Generate outlines, messages, reports, and documents.
  • Maintain context throughout a conversation.
  • Use an extended reasoning mode for certain requests.
  • Dictate prompts using voice input powered by Voxtral.

Research and analysis

  • Search for recent information on the Web.
  • Produce answers supported by references.
  • Compare several products, methods, or sources.
  • Conduct in-depth research.
  • Summarize documents and extract precise information.
  • Build reports from multiple sources.

Important results should still be verified against the original documents and sources.

Vibe Work

Vibe Work is designed for long, multi-step professional tasks. The user describes the expected result, then the agent gathers the required context, breaks the work into steps, and calls the necessary tools.

It can notably:

  • analyze several documents;
  • compare contracts or reports;
  • prepare a synthesis;
  • produce a document for a team;
  • search for information inside connected tools;
  • organize data;
  • create charts or reports;
  • perform recurring tasks;
  • reuse methods in the form of skills.

Vibe Work displays the progress of the task and requests confirmation before certain sensitive actions.

Projects, skills, and workflows

  • Group tasks and documents around the same project.
  • Define instructions specific to a workspace.
  • Save a reusable method as a skill.
  • Turn a repetitive procedure into a workflow.
  • Schedule certain recurring tasks.
  • Reuse the same working rules across multiple requests.

These features make it possible to move beyond a simple conversation and organize more durable processes.

Connectors and external tools

Mistral Vibe can connect to professional applications and external services.

Depending on the subscription and permissions granted, it can notably use:

  • email services;
  • calendars;
  • document repositories;
  • Slack;
  • GitHub;
  • GitLab;
  • Jira;
  • project management tools;
  • connectors compatible with the MCP protocol.

Mistral announces compatibility with more than one hundred tools and integrations. The services actually available may vary depending on the account and environment.

Document and data analysis

  • Read and summarize files.
  • Extract precise information.
  • Compare several documents.
  • Structure scattered notes or data.
  • Examine spreadsheets.
  • Produce tables and charts.
  • Prepare reports or summary documents.
  • Identify actions, owners, and deadlines inside a document.

Image generation

Vibe can generate images from Work mode or certain conversational features.

This capability can be used to:

  • illustrate an idea;
  • produce a working visual;
  • explore several variations;
  • prepare a presentation;
  • complement a document.

Available models and generation limits depend on the selected plan.

Vibe Code

Vibe Code is the software development mode of Mistral Vibe. It can receive read and write access to project files, use a terminal, and call different tools under the user's supervision.

It can notably:

  • explore and explain a codebase;
  • write or modify several files;
  • identify errors;
  • analyze a stack trace;
  • execute commands;
  • run tests;
  • prepare migrations;
  • perform refactoring across several files;
  • generate documentation;
  • review a pull request;
  • prepare a branch or pull request.

Before certain sensitive operations, such as writing files, executing commands, or opening a pull request, Vibe Code may request confirmation.

Terminal and CLI

The Mistral Vibe CLI provides a conversational interface directly inside the terminal.

It is available on:

  • Linux;
  • macOS;
  • Windows.

Windows is supported, although the project indicates that Unix environments remain its primary target.

The CLI can also be used to create:

  • customized agents;
  • specialized sub-agents;
  • custom commands;
  • skills;
  • MCP connections;
  • project-specific configurations.

Visual Studio Code extension

An official extension makes it possible to use Vibe Code directly inside Visual Studio Code.

It can:

  • read the context of the project;
  • suggest or apply modifications;
  • share sessions with the CLI;
  • run the agent without a separate CLI installation;
  • preserve configurations and sessions across several interfaces.

The PANACHES directory does not currently include a dedicated Visual Studio Code platform. The extension is therefore described in the entry without incorrectly adding the chrome platform.

Remote sessions

Vibe Code Web makes it possible to launch an agent inside a remote environment connected to a GitHub repository.

The user can:

  • start a task from the browser;
  • follow its execution;
  • review the changes;
  • retrieve a branch or pull request;
  • continue certain sessions between the terminal and the Web.

These sessions can continue running without keeping the local terminal open.

Local models and private infrastructure

The Vibe Code CLI can use a model exposed through an API compatible with the OpenAI format.

It is therefore possible to connect Vibe Code to certain models running:

  • on a local computer;
  • on a private server;
  • with Ollama;
  • with LM Studio;
  • with llama.cpp;
  • with vLLM;
  • on another compatible infrastructure.

This option mainly concerns the development CLI. It does not mean that the entire Vibe Web service runs locally.

Companies may also obtain on-premises deployments, private-cloud installations, or deployments on Mistral's infrastructure, depending on their contract.

Use cases

Research and monitoring

Vibe can search for recent information, compare several sources, and prepare a structured report. It can be used for ongoing monitoring, research, competitive analysis, or preparing an article.

Document analysis

Vibe Work can read several documents, identify their differences, extract important data, and produce an actionable synthesis.

Professional writing

The tool can prepare a report, response, meeting note, summary document, or editorial content from supplied files and instructions.

Task automation

Workflows, skills, scheduled tasks, and connectors can automate certain repetitive procedures without rewriting all the instructions each time.

Software development

Vibe Code can inspect a repository, fix an error, add a feature, write tests, prepare a migration, or perform refactoring across several files.

Working with local AI

Developers can use the CLI with a compatible model running on their own infrastructure. This option is useful for retaining greater control over the code sent to the model.

Teamwork

Professional plans add administration features, higher capacities, connectors, and deployment options adapted to organizations.

PANACHES review

Mistral Vibe stands out by bringing together three uses that are often distributed across several tools: conversation, professional task execution, and software development.

Its Work mode aims to turn a request into a process composed of several steps, while Vibe Code can act directly on a codebase from the terminal, editor, or a remote environment.

The release of the CLI under the Apache 2.0 license and the ability to connect it to local models are also important differences. They provide developers with greater freedom to choose their infrastructure or limit the amount of code sent to a remote service.

The overall product nevertheless remains hybrid. The Web product, Work features, and some models remain proprietary services. Vibe should therefore not be presented as an entirely open-source or fully local solution.

For creators, developers, and small teams, its main value lies in the continuity it offers between research, documents, automation, and code within a European ecosystem that is still evolving rapidly.

Points to consider

  • Mistral Vibe can produce incorrect, incomplete, or fabricated information.
  • Important results should be verified against their original sources.
  • The transition from Le Chat to Mistral Vibe is recent, and some pages may still use the previous name.
  • Available features differ between Chat, Work, and Code modes.
  • Certain features depend on the subscription, country, or gradual rollout.
  • Usage limits vary depending on the selected plan.
  • Connectors may provide access to emails, calendars, documents, repositories, and professional tools.
  • Permissions granted to connectors and MCP servers should be reviewed carefully.
  • Vibe Code can read and write files, execute commands, and open pull requests.
  • Plans proposed by the agent and sensitive modifications should be reviewed before approval.
  • The CLI supports Windows, but Unix environments remain the officially preferred target.
  • The option to use a local model mainly concerns Vibe Code and does not make the entire Vibe service local.
  • The CLI repository is open source, but the complete Mistral Vibe service remains proprietary.
  • Remote sessions involve sending the repository and its context to a managed cloud environment.
  • Models, prices, limits, and features may change rapidly.
  • Mistral Vibe is not a substitute for a qualified professional when making important medical, legal, or financial decisions.