AgentOps-AI/agentops

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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

Stars: 5.8k
Forks: 619
Open beginner issues: 0
Indexed issues: 115

Dominant language: Python
License: MIT
Last GitHub push: Jun 25, 2026
Latest indexed: Sep 13, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

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115 open issues indexed

[Bug]: Agno and Langtrace data doesn't record proper data Open

bug

AgentOps-AI/agentops#1109 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
improve AG2 and Autogen Open

AgentOps-AI/agentops#1125 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 13, 2026
finish Xpander integration Open

AgentOps-AI/agentops#1127 · 2 comments · 0 reactions · 2 assignees · Indexed Sep 13, 2026
SDK Documentation Update - Comprehensive Review and Enhancement Open

documentation enhancement

AgentOps-AI/agentops#1130 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: AttributeError: module 'agentops.logging.instrument_logging' has no attribute 'print_logger' Open

bug

AgentOps-AI/agentops#1149 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Feature Request: Upload Python Script Files to AgentOps Dashboard Open

AgentOps-AI/agentops#1165 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Update deprecated @session decorator references to @trace in v2 documentation Open

AgentOps-AI/agentops#1169 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add multi-turn conversation guidance to trace documentation Open

AgentOps-AI/agentops#1170 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Clarify ADK + LiteLLM integration to prevent duplicate trace confusion Open

AgentOps-AI/agentops#1171 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Improve transition from basic 2-line setup to advanced customization Open

AgentOps-AI/agentops#1172 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Audit and fix remaining deprecated session terminology in documentation Open

AgentOps-AI/agentops#1173 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Create Custom LiteLLM Callback Handler Maintained by AgentOps Open

enhancement

AgentOps-AI/agentops#1180 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: No trances in agno streaming Open

bug

AgentOps-AI/agentops#1188 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: Repo for Dashboard UI missing lib folder - docker build failure Open

bug

AgentOps-AI/agentops#1221 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: Dependency on opentelemetry-sdk Open

bug

AgentOps-AI/agentops#1246 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: Warning when using AgentOps "Could not wrap google.adk.telemetry.trace_tool_response: module 'google.adk.telemetry' has no attribute 'trace_tool_response'" Open

bug

AgentOps-AI/agentops#1257 · 1 comment · 2 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature Request]: Add CometAPI support to AgentOps Open

enhancement

AgentOps-AI/agentops#1258 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Getting issues in verifying installation Open

AgentOps-AI/agentops#1259 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: charmap and No module named 'openai.resources.beta.chat' Open

bug

AgentOps-AI/agentops#1260 · 4 comments · 6 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: Broken viz in Agent Ops Traces when using with_structured_output Open

bug

AgentOps-AI/agentops#1263 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Agno examples failing due to outdated APIs and missing dependencies Open

bug documentation

AgentOps-AI/agentops#1266 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: 🖇 AgentOps: [agentops.InternalSpanProcessor] Error uploading logfile: Upload failed: 401 Open

bug

AgentOps-AI/agentops#1269 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
VMP-1.0 Protocol Announcement - BotNode.io Open

AgentOps-AI/agentops#1276 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Interoperability RFC: Aligning VMP-1.0 Settlement with AgentOps Observability Open

AgentOps-AI/agentops#1277 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: Agno AgentOS not working for agent and workflow Open

bug

AgentOps-AI/agentops#1280 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature] WFGY problem codes as tags in AgentOps traces for multi-agent debugging Open

AgentOps-AI/agentops#1281 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
🔗 Integration: AgentFolio — Agent Identity & Trust Tracking Open

AgentOps-AI/agentops#1287 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Security: Unsafe deserialization of LLM/Agent output Open

AgentOps-AI/agentops#1291 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
GNAP: git-native coordination that AgentOps can observe and trace end-to-end Open

AgentOps-AI/agentops#1294 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]:The error "unexpected keyword argument 'config'" occurred when integrating langgraph Open

bug

AgentOps-AI/agentops#1295 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
🤖 Connect your agent to MEEET STATE — earn $MEEET on Solana Open

AgentOps-AI/agentops#1299 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Integration idea: post agent activity to AgentHive alongside AgentOps monitoring Open

AgentOps-AI/agentops#1301 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Claim AgentOps profile on Joy Trust Network Open

AgentOps-AI/agentops#1302 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
anybrowse MCP integration — web scraping for agents Open

AgentOps-AI/agentops#1304 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Feature: AgentFolio identity + trust scoring integration Open

AgentOps-AI/agentops#1307 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Feature: AgentID integration for per-agent identity tracking and observability Open

AgentOps-AI/agentops#1309 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
RFC: Session-boundary behavioral drift monitoring for long-running agents Open

AgentOps-AI/agentops#1313 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
MAXIA: Multi-Agent Marketplace Observability A2A transactions Open

enhancement

AgentOps-AI/agentops#1321 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature]: Add ProxyClaw integration — residential proxy layer for AI agents doing web browsing Open

enhancement

AgentOps-AI/agentops#1335 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
bug: Client.init() silently succeeds with invalid API key — async auth swallows exceptions Open

AgentOps-AI/agentops#1336 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Integration: Cryptographic tool-call receipts from Signet Open

AgentOps-AI/agentops#1337 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature]: Token-efficient serialization to reduce agent observability overhead and inference costs Open

enhancement

AgentOps-AI/agentops#1338 · 12 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature]: Open

enhancement

AgentOps-AI/agentops#1363 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Integration: OWASP Agent Memory Guard for memory security observability Open

AgentOps-AI/agentops#1377 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature]: GTM / product team dashboard — non-engineer view of agent session health Open

AgentOps-AI/agentops#1383 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Feature: OWASP ASI06 memory poisoning detection events in AgentOps Open

AgentOps-AI/agentops#1386 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add HVTracker trust badge to README Open

AgentOps-AI/agentops#1403 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature]: Add Starveri API provider cost/model recognition Open

AgentOps-AI/agentops#1405 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Feature]: TealTiger governance event integration — surface policy decisions in AgentOps dashboard Open

enhancement

AgentOps-AI/agentops#1407 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
[Bug]: AgentOps does not aggregate Google ADK Gemini token usage because ADK emits gen_ai.usage.input_tokens/output_tokens but AgentOps expects prompt_tokens/completion_tokens Open

bug

AgentOps-AI/agentops#1418 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026

AgentOps-AI/agentops

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