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

Python · active 2025-03-302026-07-05 (UTC)

Partial coverage11,239 / 11,968 hourly files (94%) · 2 absent upstream · 726 failed, retryable2025-03-302026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
2.5K
Pushes
475
Pull requests
308
Issues
115
Stars
664
Forks
103

Activity over time

Daily event counts in the loaded window

Line chart, 463 days from 2025-03-30 to 2026-07-05. Pushes: 475 total, peak 27 in a day. Pull requests: 308 total, peak 13 in a day. Issues: 115 total, peak 12 in a day. Comments: 360 total, peak 17 in a day. Stars: 664 total, peak 9 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

Recent activity

Latest issues, pull requests and releases

  • Issue#1419Correctover2026-07-02 01:41
    Integration Proposal — Correctover + AgentOps (Verification + Monitoring)
  • Issue#1406ddvv8848-hash2026-06-14 04:26
    AgentOps is listed on Agent Observability Index
  • Issue comment#1383Snailflyer2026-05-31 00:43
    [Feature]: GTM / product team dashboard — non-engineer view of agent session health
  • Issue comment#1338makroumi2026-05-19 18:32
    [Feature]: Token-efficient serialization to reduce agent observability overhead and inference costs
  • Pull request#1381pragnyanramtha2026-05-17 01:38
  • Issue#1369RileyCraig142026-05-11 05:25
    MCP integration: NEXUS crypto intelligence
  • Issue#1363akromjonovmuhammadamin05-gif2026-05-06 10:16
    [Feature]:
  • Pull request#1357Jwrede2026-05-03 12:29
  • Issue comment#1047nanookclaw2026-05-01 10:26
    Remove 3rd party patterns from the sdk
  • Issue comment#1321vladsem19004-ops2026-04-24 00:18
    MAXIA: Multi-Agent Marketplace Observability A2A transactions
  • Issue comment#1334walkojas-boop2026-04-14 11:03
    Feature request: Support Agent Discovery Protocol (/.well-known/agent-discovery.json)
  • Issue#1335nickberger1993-ai2026-04-13 06:28
    [Feature]: Add ProxyClaw integration — residential proxy layer for AI agents doing web browsing
  • Issue#1329impacterai2026-04-07 13:34
    AI content repurposing for developer teams — TryRepurpose.com
  • Pull request#1326serhiizghama2026-04-04 21:23
  • Pull request#1306octo-patch2026-03-21 09:17
  • Issue#1299alxvasilevvv2026-03-18 17:09
    🤖 Connect your agent to MEEET STATE — earn $MEEET on Solana
  • Issue#1295soulcape2026-03-16 11:25
    [Bug]:The error "unexpected keyword argument 'config'" occurred when integrating langgraph
  • Issue comment#1258CYzhr2026-03-15 03:26
    [Feature Request]: Add CometAPI support to AgentOps
  • Issue#1291cloakmaster2026-03-10 16:07
    Security: Unsafe deserialization of LLM/Agent output
  • Pull request#1288MaxwellCalkin2026-03-08 10:41
  • Issue comment#1281onestardao2026-03-02 02:36
    [Feature] WFGY problem codes as tags in AgentOps traces for multi-agent debugging
  • Issue comment#1281joaquinariasco-lab2026-03-01 23:52
    [Feature] WFGY problem codes as tags in AgentOps traces for multi-agent debugging
  • Issue comment#1024Br1an672026-03-01 07:38
    [Feature]: Create arbitrary log spans
  • Issue comment#1025Br1an672026-03-01 07:38
    [Feature]: Create Error Span Kind
  • Pull request#1283Br1an672026-03-01 07:37

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 664 stars here means stars gained during the window, not the repo's star count.