Now on PyPI — pip install swarmtrace

The platformto traceyour AI agents

< 1sTrace ingestion latencyREAL-TIME
2 linesTo full observabilityPIP INSTALL
0msOverhead on your agent@OBSERVE
100%Automatic trace coverageAUTOMATIC
< 1sTrace ingestion latencyREAL-TIME
2 linesTo full observabilityPIP INSTALL
0msOverhead on your agent@OBSERVE
100%Automatic trace coverageAUTOMATIC

Powerful Features

Everything you need to monitor, debug, and optimize your AI agents at scale.

Real-time Tracing

Capture every step of your AI agent's execution in real-time with zero overhead.

Cost Monitoring

Track token usage, API calls, and infrastructure costs across all your agents.

Failure Detection

Automatically detect and alert on anomalies, errors, and unexpected behavior.

Performance Insights

Identify bottlenecks and optimize your agent's performance with detailed metrics.

How It Works

Get full observability into your AI agents with minimal setup and zero performance impact.

01

Instrument Your Agents

Add our lightweight Python decorator to your agent functions. It's just 2 lines of code.

02

Deploy Your Swarm

Run your agents as usual. SwarmTrace automatically captures all execution data.

03

Monitor in Real-time

View traces, metrics, and logs as they happen in our intuitive dashboard.

04

Optimize & Scale

Use insights to improve performance, reduce costs, and scale your swarm confidently.

Built for Developers

SwarmTrace is designed by developers, for developers. We focus on providing the tools and insights you need without getting in your way.

Open-source instrumentation
API-first design
CLI tools for local development
Webhook integrations
View on GitHub
# Instrument your agent
from swarmtrace import observe
@observe
def
your_agent_function
(
context
):
# Your agent logic here
return
result
# That's it!
# All traces are automatically captured
Free during beta

Ready to debug
your AI agents?

Install the SDK, decorate one function, and see every trace on the dashboard in under 60 seconds. No credit card, no sales call.

$pip install swarmtrace