agent.close() and await agent.aclose() shut down every resource the agent owns — LLM clients, memory, MCP tools, runtime MCPs, and per-agent circuit breakers — in one call.
Quick Start
1
Simple
Pass an MCP at construction time;
close() shuts down its subprocess and stream.2
Async
Use the async context manager or call
aclose() explicitly — it prefers each tool’s aclose().How It Works
Closing an agent walks each owned resource and shuts it down best-effort.close() / aclose() set _closed = True and become no-ops on subsequent calls, so calling them twice is safe. Check agent.is_closed to confirm.Best Practices
Prefer a team-level context manager
Prefer a team-level context manager
Wrap a multi-agent run in
with PraisonAIAgents(...) as workflow: — the team-level context manager fans out to each agent’s close(). See Resource Lifecycle.Use try/finally for a single agent
Use try/finally for a single agent
For a lone agent, wrap the run in
try/finally and call agent.close() (or await agent.aclose()), so cleanup runs even when the run raises.Don't rely on del alone
Don't rely on del alone
Garbage-collection cleanup is best-effort — the async client cannot be awaited from a finalizer. Call
close() / aclose() explicitly for deterministic teardown.Cleanup never masks your error
Cleanup never masks your error
Each step is guarded individually; failures are logged as warnings and never raise, so a bad shutdown never hides the original exception.
Related
Runtime MCP
Attach and detach MCP servers at runtime
MCP Lifecycle
Per-MCP context manager and manual shutdown
Resource Lifecycle
Team-level cleanup with PraisonAIAgents
Tool Circuit Breaker
How per-agent breakers work and auto-prune