Justfile MCP Server

Example Use Cases

• 1

  Discover and execute justfile tasks as AI-accessible tools.

• 2

  Real-time updates and hot-reloading of automation workflows.

• 3

  Semantic search capabilities over automation tasks without external API dependencies.

Description

just-mcp bridges justfiles and AI coding agents by exposing justfile recipes as dynamically discoverable MCP tools. It enables AI assistants to understand, explore, and execute project workflows similarly to a human developer. Features include real-time justfile monitoring, advanced AST parsing, security-focused input validation, and optional offline vector search for semantic task discovery.