By name: olore-mastra-latest description: Local Mastra documentation reference (latest). Mastra documentation. Use for TypeScript AI agents, tools, RAG, workflows, MCP integration, voice, and AI application framework.
Mastra Documentation
Mastra is a TypeScript framework for building AI agents, multi-step workflows, and AI-powered applications. It provides agents with tools, memory, RAG, voice, MCP integration, streaming, and production deployment infrastructure.
Quick Reference
| Task | Entry Point |
|---|---|
| Getting started | contents/index.mdx |
| Build an agent | contents/agents/overview.mdx |
| Create a workflow | contents/workflows/overview.mdx |
| Add memory to agents | contents/memory/overview.mdx |
| Set up RAG | contents/rag/overview.mdx |
| MCP integration | contents/mcp/overview.mdx |
| Server configuration | contents/server/mastra-server.mdx |
| Deploy to production | contents/deployment/overview.mdx |
| Observability / tracing | contents/observability/overview.mdx |
| Evaluate agents | contents/evals/overview.mdx |
When to use
Use this skill when the user asks about:
- Building TypeScript AI agents and agent networks
- Mastra workflows, control flow, suspend/resume, and human-in-the-loop
- Agent memory (working memory, semantic recall, message history, observational memory)
- Retrieval-Augmented Generation (RAG), chunking, embedding, vector databases
- Model Context Protocol (MCP) integration and MCP apps
- Streaming agent and workflow output
- Voice features (TTS, STT, speech-to-speech)
- Agent evaluations and custom scorers
- Mastra server setup, auth, custom routes, middleware
- Deployment to cloud providers, monorepos, web frameworks
- Observability, tracing, logging, metrics, and exporter integrations
- Browser automation with AgentBrowser, Stagehand, or BrowserViewer
- Workspace, filesystem, sandbox, and code intelligence for agents
- Studio UI for development and team collaboration
- Mastra Platform for hosted observability, Studio, and Server
How to find information
- First, read
TOC.mdfor the complete file listing organized by directory - Identify the relevant section based on the user's question
- Read specific files for implementation details
TOC.md contains all 147 files organized by directory - always check it first.