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Comparison

note

This comparison table strives to be as accurate and as unbiased as possible. If you use any of these libraries and feel the information could be improved, feel free to suggest changes (with notes or evidence of claims) using the "Edit this page" link at the bottom of this page.

FeatureVoltAgentMastraAI SDKAI SDK Tools
Agents
Workflows
Chains
Actions
Triggers
Tool Calling
Working Memory
Semantic Memory
RAG
Local Tunnel
Prompt Management
API Layer
Pluggable Hono
Hono only
Streaming
Multi-modal
Guardrails
No output override
Agent/Workflow as MCP Server
A2A Communication
Tracing
Metrics
Evals (Dataset & Experiments)
Full UI, cron-based
Scorers
Alerts
Latency, errors
Self-hosted
Authentication
Edge Compatible
Built-in
Requires extra code
Community
Not supported