AgentOps Alternatives
Build compliant AI agents with observability, evals, and replay analytics.
AgentOps provides observability and evaluation tools for AI agent applications.
Explore 35 alternatives to AgentOps across 1 category. Each tool listed below shares at least one category with AgentOps.
Top AgentOps alternatives at a glance
- AutoGen. Microsoft's framework for building multi-agent AI applications with event-driven messaging
- CrewAI. Framework for orchestrating role-playing, autonomous AI agents.
- LangGraph. Low-level framework for building stateful, long-running AI agents with graph-based orchestration
- Composio. Tool integration platform connecting AI agents to 1,000+ apps with managed auth and execution
- Smolagents. Lightweight Python agent framework from Hugging Face where agents write Python code instead of JSON tool calls
🕵️♀️ Agents
Mastra
TypeScript-first AI framework for building agents, RAG pipelines, and workflows
Letta
Framework for building stateful AI agents with persistent memory, formerly MemGPT
Google ADK
Open-source agent development kit from Google for building multi-agent systems
AG2
Community-driven multi-agent framework forked from AutoGen with backward-compatible API
Burr
Build stateful AI agents and applications as state machines, with a built-in tracing UI
Tura
Open-source local coding agent that turns intent into verified repository changes
Fixie
The fastest way to build conversational AI agents
Superagent
Prototype and deploy agents powered by large language models.
Dust
The operating system for AI agents
Frequently asked questions
What are the best alternatives to AgentOps?
Based on category overlap and popularity, the top alternatives to AgentOps include: AutoGen (Microsoft's framework for building multi-agent AI applications with event-dri...); CrewAI (Framework for orchestrating role-playing, autonomous AI agents.); LangGraph (Low-level framework for building stateful, long-running AI agents with graph-...); Composio (Tool integration platform connecting AI agents to 1,000+ apps with managed au...); Smolagents (Lightweight Python agent framework from Hugging Face where agents write Pytho...). See all 35 alternatives compared on this page.
Is there a free alternative to AgentOps?
Yes. 30 alternatives to AgentOps offer a free tier or free trial: AutoGen, LangGraph, Composio, Smolagents, OpenAI Agents SDK, Mastra, and more. Use the comparison above to find the best fit for your use case.
Are there open-source alternatives to AgentOps?
Yes. 24 of the 35 alternatives to AgentOps listed here are open source: AutoGen, CrewAI, LangGraph, Composio, Smolagents, OpenAI Agents SDK, and more. Open-source tools can be self-hosted for full control over data and infrastructure.
What is AgentOps?
AgentOps provides observability and evaluation tools for AI agent applications. Add two lines of code to your Python or TypeScript agent, and AgentOps records every LLM call, tool use, and decision in a session trace. You can replay sessions step-by-step to debug failures and understand agent beh... See 35 alternatives to AgentOps across 1 category.
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