AI TOOLS/AI 工具·CHAT-AGENT

agentops

AgentOps-AI/agentops

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

打开仓库Open repository 官网Homepage

怎么装：Install: pip install agentops

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

04 OCT 202604 OCT 2026

状态STATUS

长期未更新Not updated

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

PIP

$

Python 用户的完整版安装，包含命令行工具。The full install for Python users, including the command-line tool.

PIP

$

Python 用户的完整版安装，包含命令行工具。The full install for Python users, including the command-line tool.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

需检查Needs review

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 是Yes
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要本地环境Needs a local runtime

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/AgentOps-AI/agentops
原始数据哈希Raw data hash: b4350ccfed3a3258490fe5bced01f0a9
解析时间Parsed at: 2026-10-04T23:16:14.054Z
最后一次验证Last verified: 2026-10-04T22:09:00.399Z
增长测量时间Growth measured: —
发现查询Discovery queries: focus:token:repo:cost-tracker
分类来源Category source: rules
焦点Focus: token (5)

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [],
  "apiKey": "lines of code. Simply set an `AGENTOPS_API_KEY` in your environment, and your crews wi",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 10,
      "dev-tools": 1,
      "indie-web": 0,
      "skill-agent": 0,
      "productivity": 0
    },
    "primary": "ai-tools",
    "secondary": "chat-agent"
  },
  "localRuntime": "img src=\"docs/images/external/ollama/ollama-icon.png\" height=\"45\" alt=\"Llama",
  "skillMdTotal": 0,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 0,
    "agent": 0,
    "media": 1,
    "design": 0,
    "browser": 0,
    "devtool": 1,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme"
  ],
  "skillMdFetched": 0
}