agentops

Enrichment pending

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and Ca

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Maintenance: Active (20d since push); As of today
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Install

pip install agentops

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Capability facts

Languages: python
Source: github.language+pyproject.toml · Jul 15, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Jul 15, 2026)

```python import agentops

Source link

README

Quick Start ⌨️

pip install agentops

Session replays in 2 lines of code

Initialize the AgentOps client and automatically get analytics on all your LLM calls.

Get an API key

import agentops

---

## Self-Hosting

Looking to run the full AgentOps app (Dashboard + API backend) on your machine? Follow the setup guide in `app/README.md`:

- [Run the App and Backend (Dashboard + API)](app/README.md)


<details>
  <summary>Agent Debugging</summary>
  <a href="https://app.agentops.ai?ref=gh">
    <img src="docs/images/external/app_screenshots/session-drilldown-metadata.png" style="width: 90%;" alt="Agent Metadata"/>
  </a>
  <a href="https://app.agentops.ai?ref=gh">
    <img src="docs/images/external/app_screenshots/chat-viewer.png" style="width: 90%;" alt="Chat Viewer"/>
  </a>
  <a href="https://app.agentops.ai?ref=gh">
    <img src="docs/images/external/app_screenshots/session-drilldown-graphs.png" style="width: 90%;" alt="Event Graphs"/>
  </a>
</details>

<details>
  <summary>Session Replays</summary>
  <a href="https://app.agentops.ai?ref=gh">
    <img src="docs/images/external/app_screenshots/session-replay.png" style="width: 90%;" alt="Session Replays"/>
  </a>
</details>

<details>
  <summary>Summary Analytics</summary>
  <a href="https://app.agentops.ai?ref=gh">
   <img src="docs/images/external/app_screenshots/overview.png" style="width: 90%;" alt="Summary Analytics"/>
  </a>
  <a href="https://app.agentops.ai?ref=gh">
   <img src="docs/images/external/app_screenshots/overview-charts.png" style="width: 90%;" alt="Summary Analytics Charts"/>
  </a>
</details>

For agents

This page has a .md twin and JSON over the API.

/tools/agentops-ai-agentops.md GET /api/graphcanon/tools/agentops-ai-agentops GET /api/graphcanon/graph?tool=agentops-ai-agentops