agentlens
★ 24
vs
uptimepage
★ 47
agentlens vs uptimepage
agentlens: AgentLens is an open-source observability tool designed for AI agents, capturing every LLM call, tool invocation, and decision. It stands out with a tamper-evident audit trail, cryptographically verifying events to ensure compliance and data integrity.; uptimepage: uptimepage is an open-source tool for uptime monitoring and public status pages. It supports various check types, multi-region agents, and can be driven by a UI, REST API, Terraform, or an MCP server.
01
TL;DR
agentlensObservability · ★ 24
Monitoring and debugging AI agent runs in real-time.
uptimepageObservability · ★ 47
Founders / small SaaS: Quickly set up a professional status page with zero self-hosting hassle.
02
Side-by-Side Comparison
Field
agentlensuptimepageCategory
Observability
Observability
Stars
★ 24
★ 47
License
MIT
AGPL-3.0
Install Command
docker run -p 3400:3400 -e AUTH_DISABLED=true -e JWT_SECRET=dev-secret ghcr.io/agentkitai/agentlens
docker compose up -d && docker compose exec uptimepage uptimepage bootstrap-owner --email [email protected]
Updated
5d ago
1d ago
Open Source
Yes
Yes
Tags
Observability, AI Agents, Audit Trail
Uptime Monitoring, Status Page, Self-hosting
03
Features
agentlens01Python Auto-Instrumentation for 9 LLM providers
02Tamper-Evident Audit Trail with SHA-256 hash chains
03Real-Time Web Dashboard for monitoring and analytics
04LLM Call Tracking, cost aggregation, and latency measurement
05Cost Optimization with model recommendation engine
06Session Replay to step-through past agent runs
uptimepage01Multi-type health checks (HTTP, TCP, DNS, TLS, browser flows, etc.)
02Subscribable public status pages (HTML/JSON/RSS), with incident and maintenance window management
03Multi-channel alerting notifications (Slack, PagerDuty, email, SMS, etc.)
04Multi-region probe agents and monitoring views
05Automation management via API, Terraform, and MCP server
04
Use Cases
agentlens↳Monitoring and debugging AI agent runs in real-time.
↳Ensuring compliance with regulations like EU AI Act Article 12 through verifiable audit logs.
↳Tracking and optimizing LLM costs and performance across agents and models.
↳A/B testing and benchmarking different agent variants for improved performance.
↳Analyzing past agent sessions with full context reconstruction for understanding behavior.
uptimepage↳Founders / small SaaS: Quickly set up a professional status page with zero self-hosting hassle.
↳Platform / SRE leads: Manage monitors as code, use multi-region probes, and integrate incident notifications.
↳Self-hosters: Deploy a single binary plus two databases to avoid SaaS lock-in.
FAQ
FAQ
What is the difference between agentlens and uptimepage?
Both agentlens and uptimepage are in the Observability category. agentlens has 24 stars, while uptimepage has 47 stars.
Which is better, agentlens or uptimepage?
The best choice depends on your use case. Choose agentlens if Monitoring and debugging AI agent runs in real-time., and uptimepage if Founders / small SaaS: Quickly set up a professional status page with zero self-hosting hassle..
Is agentlens free or open source?
Yes, agentlens is open source on GitHub (MIT).
Is uptimepage free or open source?
Yes, uptimepage is open source on GitHub (AGPL-3.0).
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