LLMs.txtLLMs.txtDirectory

Mastra

mastra.ai
Developer Tools

Prototype and productionize AI features with a modern JS/TS stack

llms.txt

Mastra

Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. It includes everything you need to go from early prototypes to production-ready applications. Mastra integrates with frontend and backend frameworks like React, Next.js, and Node, or you can deploy it anywhere as a standalone server. It's the easiest way to build, tune, and scale reliable AI products.

Some of its highlights include: Model routing, agents, workflows, human-in-the-loop, context management, and MCP.

The documentation is organized into key sections:

  • Docs: Core documentation covering concepts, features, and implementation details
  • Models: Mastra provides a unified interface for working with LLMs across multiple providers
  • Guides: Step-by-step tutorials for building specific applications
  • Reference: API reference documentation

Each section contains detailed docs that provide comprehensive information about Mastra's features and how to use them effectively.

These are the most popular starting points:

  • Get Started with Mastra: Create a new project with the create mastra CLI or use one of the framework quickstart guides
  • Agent Overview: Agents use LLMs and tools to solve open-ended tasks. They reason about goals, decide which tools to use, retain conversation memory, and iterate internally until the model emits a final answer or an optional stop condition is met.
  • Workflows Overview: Workflows let you define complex sequences of tasks using clear, structured steps rather than relying on the reasoning of a single agent.
  • Memory Overview: Memory gives your agent coherence across interactions and allows it to improve over time by retaining relevant information from past conversations.

Docs

Models

Guides

Reference

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