Capabilities
Develop your application
Structure your app, configure dependencies for Python, JavaScript, and monorepos, and connect agents with RemoteGraph, semantic search, TTLs, and CI/CD.
Agent Server runtime
Work with assistants, threads, runs, and cron jobs. Stream to users, pause for human review, handle concurrent input, and connect via MCP and A2A.
Auth & access control
Authenticate users, enforce resource-level access, and connect external OAuth2 identity providers.
Server customization
Add caching, custom stores and checkpointers, lifespan hooks, middleware, custom routes, encryption, and configurable headers and logs.
Tutorials
- Collect user feedback for Agent Server runs: Attach end-user feedback to runs and traces
- Deploy other frameworks (e.g., Strands, CrewAI): Wrap existing agents with Functional API and deploy
- Implement generative user interfaces with LangGraph: Stream UI elements to a React client
- Implement a CI/CD pipeline: Automate tests, evaluations, and deployments with GitHub Actions
Securing and customizing your server
- Custom auth: Authentication and multi-tenant access control
- Server customization: Custom routes, middleware, lifespan hooks, encryption
Operations
- CI/CD pipelines
- TTL configuration for state and thread management
- Semantic search
Connect these docs to Claude, VSCode, and more via MCP for real-time answers.