agentops: Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more

by AgentOps-AI · Agent Tool · ★ 5.8k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install agentops

pip install agentops
npm install agentops @openai/agents

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 63/100

Flagged: environment access. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentagentopsagents-sdkaianthropicautogencost-estimationcrewaievalsevaluation-metrics

Quick Facts

Stars5,828
Forks624
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score63/100
Open Issues184
Last Updated2026-06-25
Created2023-08-15
Platformspython
Est. Tokens~21k

About agentops

Observability and DevTool platform for AI Agents

Compatible Skills

These tools work well together with agentops for enhanced workflows:

  • AutoGroq — semantic(0.17)+complementary+shared_fw(autogen)+rare_topics+same_lang+similar_pop+shared_platform (72%)
  • python-mcp-server-client — semantic(0.34)+complementary+shared_fw(autogen,crewai,langchain,openai)+same_lang+shared_platform (67%)
  • litellm — semantic(0.18)+complementary+shared_fw(openai)+same_lang+similar_pop+shared_platform (64%)
  • mcp-memory-service — semantic(0.15)+shared_fw(autogen,crewai,langchain)+rare_topics+same_lang+similar_pop+shared_platform (64%)

agentops alternative? Top 6 similar tools

Looking for a agentops alternative? If you're comparing agentops with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • awesome-ai-sdks by e2b-dev · ⭐ 1.2k

    A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonom

  • codecompanion.nvim by olimorris · ⭐ 6.9k

    ✨ AI Coding, Vim Style

  • AutoGroq by jgravelle · ⭐ 1.5k

    AutoGroq is a groundbreaking tool that revolutionizes the way users interact with Autogen™ and other AI assist

  • tools by strands-agents · ⭐ 1.3k

    A set of tools that gives agents powerful capabilities.

  • BaseAI by CommandCodeAI · ⭐ 1.3k

    BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start bui

  • sage by Storia-AI · ⭐ 1.3k

    Chat with any codebase in under two minutes | Fully local or via third-party APIs

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Agent Tool tools