Mastra

MastraSince 2026-01

Mastra is an open-source, TypeScript-first framework designed for building, testing, and deploying production-grade AI agents and autonomous workflows. It provides native support for multi-agent graph orchestration, persistent state management, semantic memory, and automated evaluation metrics without requiring complex Python bridges.

Built for modern Node.js and Next.js developer environments, Mastra unifies LLM routing, tool execution, and vector retrieval into a single composable SDK. Its engine features built-in observability for tracing agent decision trees, deterministic schema validation via Zod, and instant deployment pipelines for serverless infrastructure.

AgnoSince 2025-10

Agno (formerly Phidata) is a lightweight, ultra-fast Python framework engineered for building production-grade autonomous multi-agent systems with native memory, knowledge retrieval, and multimodal reasoning capabilities. It is designed to replace bloated agent frameworks with a pure, pythonic developer experience. Agno agents operate up to 10x faster than legacy orchestration libraries by eliminating unnecessary abstractions. With built-in support for vector databases (PgVector, Qdrant, Pinecone), structured output schemas, and agent-to-agent delegating protocols, developers can build complex autonomous assistants with under 20 lines of clean code.

The framework includes first-class multimodal tools allowing agents to analyze images, process video streams, execute code in secure sandboxes, and query SQL databases. Agno agents natively persist session state and user memory in PostgreSQL, making stateful conversations effortless across web sessions. Agno is fully open-source with extensive documentation, offering enterprise-ready middleware for authentication, telemetry, and rate limiting.