Agent Monitoring Debugging AI Agents

There are 43 agent monitoring debugging agents tracked. 6 score above 50 (established tier). The highest-rated is TracecatHQ/tracecat at 68/100 with 3,519 stars. 4 of the top 10 are actively maintained.

Get all 43 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=agent-monitoring-debugging&limit=20"

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#	Agent	Score	Tier	Stars	Language
1	TracecatHQ/tracecat AI-native automation platform for security teams. Purpose-built for agents....	68	Established	3,519	Python
2	coze-dev/coze-loop Next-generation AI Agent Optimization Platform: Cozeloop addresses...	67	Established	5,354	Go
3	j3ssie/osmedeus A Modern Orchestration Engine for Security	66	Established	6,138	Go
4	AgentOps-AI/agentops Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and...	63	Established	5,363	Python
5	SWE-agent/SWE-agent SWE-agent takes a GitHub issue and tries to automatically fix it, using your...	59	Established	18,730	Python
6	eunomia-bpf/agentsight Zero instrucment LLM and AI agent (e.g. claude code, gemini-cli)...	52	Established	231	C
7	samihalawa/visual-ui-debug-agent-mcp VUDA is an autonomous debugging agent that empowers AI models to visually...	49	Emerging	78	JavaScript
8	monteslu/agentgate API gateway for AI agents to access your personal data with...	45	Emerging	29	JavaScript
9	fisheatfish/ai-sandbox A complete Docker sandbox for developers who want to explore and experiment...	41	Emerging	4	Dockerfile
10	agentcontrol/agent-control Centralized agent control plane for governing runtime agent behavior at...	41	Emerging	116	Python
11	jd-opensource/joycode-agent Repository-level Repair Agent Based on SWE-Bench—JoyCode Agent	39	Emerging	325	Python
12	Aquifer-sea/pattern8 🎱 AI Agent Governance Framework — Constrain how AI Agents behave in your...	38	Emerging	35	Python
13	cyberark/agentwatch A powerful AI observability framework that provides comprehensive insights...	38	Emerging	109	Python
14	midspiral/lemmafit Make agents prove that their code is correct.	37	Emerging	25	JavaScript
15	veritasfuji-japan/veritas_os VERITAS OS is an auditable decision infrastructure for LLM agents. Each...	36	Emerging	23	Python
16	vijaygopalbalasa/AgentKernel Security sandbox for AI agents — intercepts all actions, enforces policies,...	34	Emerging	1	TypeScript
17	auraguardhq/aura-guard Exactly-once + circuit breaker for agent tool calls (loops, retries,...	34	Emerging	5	Python
18	rune0-dev/agent-ledger The missing transactional layer for AI agents side effects. At-most-once...	33	Emerging	4	Python
19	PovedaAqui/cybertraceai-ops [DEPRECATED] CybertraceAI-Ops is an open-source AI agent designed to...	33	Emerging	4	Python
20	os-for-agent/os-for-agent.github.io AgentOS Workshop for ASPLOS'26	33	Emerging	4	HTML
21	vladimir22700/agent-monitor 📊 Monitor AI agents in real-time with Agent Monitor. Gain visibility, track...	28	Experimental	2	Python
22	tannernicol/agent-conclave Get a second AI opinion without being human middleware — models debate until...	26	Experimental	2	Python
23	eunomia-bpf/linux-trace-ai-agent An experiment AI agent for automatic monitoring of system performance.	25	Experimental	7	Python
24	Nitin-100/agentlens Open-source observability platform for AI agents. Trace every LLM call, tool...	24	Experimental	2	Python
25	Vitalcheffe/Wrap The AI Kernel for secure, local-first agentic infrastructure. Zero-trust,...	23	Experimental	1	TypeScript
26	CURSED-ME/agent_trace Zero-config visual debugging and auto-evaluation for LLM agents. Local-first...	23	Experimental	2	Python
27	AreteDriver/agent-lint CLI tool for cost estimation and anti-pattern detection in agent workflow...	23	Experimental	2	Python
28	anthalehq/anthale-agent-skills Anthale's official AI agent security skills	23	Experimental	1	—
29	vivekvar-dl/agentscope The missing debugger for AI agents - Track costs, monitor execution, and...	23	Experimental	1	Python
30	vspatabuga/ai-governance-orchestrator Operational Engine for Managing and Auditing Private AI Agents with OpenClaw...	23	Experimental	1	Shell
31	unpingable/agent_governor Production-oriented constraint system for AI coding agents. Claims require...	22	Experimental	—	Python
32	Aimaghsoodi/AgentSpec Declarative Agent Behavior — specify, document, and enforce AI agent constraints	22	Experimental	—	HTML
33	Nefza99/Rebis-AI-auditing-Architecture Orchestration runtime for AI agent workflows that preserves task-state...	22	Experimental	1	JavaScript
34	anmolp1/agentdoctor-oss Diagnose your AI agents before they silently fail. Open-source health...	22	Experimental	1	TypeScript
35	NawazHaider/steward 🤖 Enable runtime governance for AI systems, ensuring accountability and...	21	Experimental	—	Rust
36	RandallRO/axon Enable autonomous AI workflows with a local-first, zero-trust Rust framework...	21	Experimental	—	Rust
37	kim7hg/steward 🛡️ Governs AI actions with real-time oversight, ensuring accountability and...	21	Experimental	—	Rust
38	kawish918/Fixie-AI-Agent-Debugger An intelligent Python debugging assistant powered by AI agents using...	20	Experimental	3	Python
39	SalamanderXing/faithful-agent Verifying agents' plans before execution 🐶	19	Experimental	3	TypeScript
40	TheIbrahimMalik/verisci AI agent for scientific claim verification with LLM reasoning and Neo...	19	Experimental	1	Python
41	srex-dev/AgentResponsibilityEngineering A discipline for governing autonomous AI agents in production.	18	Experimental	2	—
42	manosara275704/policy-validation-agent AI-based Policy Validation Agent with retrieval, rule-based analysis, and...	16	Experimental	—	Python
43	SAILResearch/HAFixAgent HAFixAgent: History-Aware Automated Program Repair Agent	10	Experimental	1	Python