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.
REST API
Full REST API reference for assistants, threads, runs, crons, store, A2A, MCP, and system endpoints.
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.