{"data":{"slug":"agentops-ai-agentops","name":"agentops","tagline":"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","github_url":"https://github.com/AgentOps-AI/agentops","owner":"AgentOps-AI","repo":"agentops","owner_avatar_url":"https://avatars.githubusercontent.com/u/140554352?v=4","primary_language":"Python","stars":5710,"forks":608,"topics":["agent","agentops","agents-sdk","ai","anthropic","autogen","cost-estimation","crewai","evals","evaluation-metrics","groq","langchain","llm","mistral","ollama","openai","openai-agents"],"archived":false,"github_pushed_at":"2026-06-25T08:25:03+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/agentops-ai-agentops","markdown_url":"https://www.graphcanon.com/tools/agentops-ai-agentops.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/agentops-ai-agentops","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=agentops-ai-agentops","description":"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 CamelAI","homepage_url":"https://agentops.ai","license":"MIT","open_issues":172,"watchers":50,"ai_summary":null,"readme_excerpt":"## Quick Start ⌨️\n\n```bash\npip install agentops\n```\n\n\n#### Session replays in 2 lines of code\n\nInitialize the AgentOps client and automatically get analytics on all your LLM calls.\n\n[Get an API key](https://app.agentops.ai/settings/projects)\n\n```python\nimport agentops\n\n---\n\n## Self-Hosting\n\nLooking to run the full AgentOps app (Dashboard + API backend) on your machine? Follow the setup guide in `app/README.md`:\n\n- [Run the App and Backend (Dashboard + API)](app/README.md)\n\n\n<details>\n  <summary>Agent Debugging</summary>\n  <a href=\"https://app.agentops.ai?ref=gh\">\n    <img src=\"docs/images/external/app_screenshots/session-drilldown-metadata.png\" style=\"width: 90%;\" alt=\"Agent Metadata\"/>\n  </a>\n  <a href=\"https://app.agentops.ai?ref=gh\">\n    <img src=\"docs/images/external/app_screenshots/chat-viewer.png\" style=\"width: 90%;\" alt=\"Chat Viewer\"/>\n  </a>\n  <a href=\"https://app.agentops.ai?ref=gh\">\n    <img src=\"docs/images/external/app_screenshots/session-drilldown-graphs.png\" style=\"width: 90%;\" alt=\"Event Graphs\"/>\n  </a>\n</details>\n\n<details>\n  <summary>Session Replays</summary>\n  <a href=\"https://app.agentops.ai?ref=gh\">\n    <img src=\"docs/images/external/app_screenshots/session-replay.png\" style=\"width: 90%;\" alt=\"Session Replays\"/>\n  </a>\n</details>\n\n<details>\n  <summary>Summary Analytics</summary>\n  <a href=\"https://app.agentops.ai?ref=gh\">\n   <img src=\"docs/images/external/app_screenshots/overview.png\" style=\"width: 90%;\" alt=\"Summary Analytics\"/>\n  </a>\n  <a href=\"https://app.agentops.ai?ref=gh\">\n   <img src=\"docs/images/external/app_screenshots/overview-charts.png\" style=\"width: 90%;\" alt=\"Summary Analytics Charts\"/>\n  </a>\n</details>","github_created_at":"2023-08-15T23:26:23+00:00","created_at":"2026-07-15T11:03:41.099328+00:00","updated_at":"2026-07-15T11:03:44.033511+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"agentops","name":"agentops"},{"slug":"agents-sdk","name":"agents-sdk"},{"slug":"ai","name":"ai"},{"slug":"anthropic","name":"anthropic"},{"slug":"autogen","name":"autogen"},{"slug":"cost-estimation","name":"cost-estimation"},{"slug":"crewai","name":"crewai"}],"trust":{"provenance":{"is_fork":false,"github_id":679017521,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-15T11:03:42.132Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":20,"last_release_at":"2025-08-29T06:36:28Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T11:03:42.674Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-15T11:03:41.872Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-15T11:03:41.872Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-15T11:03:41.872Z"}}}}