أفضل Agent Observability Tools (2026)

1

ClawWatcher

Real-time OpenClaw monitoring that breaks down token spend, actions, and cost per task so you can spot waste and optimize prompts.

4.8 (6)

· freemium

المراجعة الكاملةزيارة

ClawWatcher is a Agent Observability Tools tool listed on Agent Pantheon.

2

Trent AI

Agentic AI security platform that continuously scans, judges, and mitigates risks across AI systems.

4.8 (4)

· contact

المراجعة الكاملةزيارة

Trent AI is an AI security platform built around specialized agents that work together to safeguard machine learning models and AI applications. Each agent handles a distinct role in the security lifecycle, from scanning for vulnerabilities to judging severity, mitigating issues, and evaluating outcomes. The platform is designed for continuous operation, providing ongoing assurance rather than point-in-time audits. By coordinating multiple agents, Trent AI aims to catch emerging threats, model weaknesses, and policy violations as AI systems evolve in production. It targets security teams, ML engineers, and compliance leads who need automated coverage across increasingly complex AI deployments.

• Continuous AI system scanning
• Severity judgment agent
• Automated mitigation workflows
• Post-mitigation evaluation
• Multi-agent orchestration
• Coverage across the AI security lifecycle

3

CICube

AI DevOps agent for better CI productivity, delivering actionable insights, detecting anomalies, and reducing downtime.

4.5 (4)

· paid

المراجعة الكاملةزيارة

CICube is a Agent Observability Tools tool listed on Agent Pantheon.

4

Wayfound AI

An AI agent management platform that enables businesses to create, monitor, and optimize AI agents for enhanced operational efficiency.

4.5 (4)

· paid

المراجعة الكاملةزيارة

Wayfound AI is a Agent Observability Tools tool listed on Agent Pantheon.

5

Manifest

Real-time cost observability for OpenClaw agents: track tokens, actions, and spend with self-hosted deployment and alerts.

4.4 (5)

· free

المراجعة الكاملةزيارة

Manifest is a Agent Observability Tools tool listed on Agent Pantheon.

6

Crawl4AI

An open-source, LLM-friendly web crawler and scraper optimized for AI agents and data pipelines.

4.4 (5)

· free

المراجعة الكاملةزيارة

Crawl4AI is a Agent Observability Tools tool listed on Agent Pantheon.