Observability & Monitoring
Logs, metrics, traces, uptime and error tracking — the tools that tell an engineering team what production is doing.
709 products tracked, ranked by public go-to-market activity.
Top by activity and momentum
Smplogs
Observability & Monitoring
Analyzes AWS CloudWatch logs for Lambda, API Gateway, and ECS to diagnose errors, cold starts, timeouts, and memory issues with ranked root-cause findings
SocialCompute
LLM Tools
Runs deterministic multi-agent narrative simulations with full observability, logging every LLM call and tracing every agent decision.

ProdRescue AI
AI
Generates board-ready postmortems and RCAs from production logs and Slack threads with root cause, timeline, impact, and lessons learned cited to log lines

Pythia
Observability & Monitoring
Rates websites with a credit-style score (AAA-C) based on performance, security, privacy, and sustainability metrics, and provides actionable recommendations.
Phinite
AI Agents
Provides a multi-agent AI platform to design, deploy, govern, observe, and scale AI agents across the full lifecycle in one place
Anno
Developer Tools
Verification infrastructure of six MCP servers that give AI coding agents visibility into project history, runtime behavior, API contracts, code quality, security, and web content with enforced quality gates
Axiom Refract
Developer Tools
Builds a queryable dependency graph from ASTs, detects single points of failure and wiring defects, provides evidence for every finding, and offers scan-to-scan diffs.
Antenna
Developer Tools
Provides a unified window to view and interact with all OpenClaw agents, sessions, and channels, including approvals and messaging.
StatusMonk
Observability & Monitoring
Monitors uptime for websites, APIs, servers, SSL certificates, and cron jobs, sends instant alerts via email, Slack, and webhooks, and provides customizable public status pages.
Fostrom
Developer Tools
IoT cloud platform to monitor and control fleets of devices, handling telemetry, payload validation, and message orchestration
Quantlix
Compliance Tools
Provides tamper-evident, time-stamped proof of governance controls on every model call, including policy enforcement, redaction, and audit-grade traces.
StatusPing
Observability & Monitoring
Monitors website and API uptime, sends instant alerts via multiple channels, and provides customizable status pages with real-time updates.
Scanward
Security Monitoring
Continuously scans external security posture of domains, including SSL/TLS, DNS, HTTP headers, email security, uptime, and registration, and provides a single A-F grade with alerts and reports.
RocketGraph
Observability & Monitoring
Observability platform that finds root causes and anomalies across billions of logs and condenses them into snapshots for LLM analysis
ZenLLM
LLM Tools
Identifies and ranks wasted LLM token spend from prompt bloat, context accumulation, model overuse, and retry loops with request-level evidence
Sonarly
Observability & Monitoring
Triages alerts, groups duplicates, assigns blame, root-causes issues, creates fix PRs, and posts analyses in Slack/Discord.
StatusDude
Observability & Monitoring
Monitors uptime and performance of websites, APIs, Kubernetes, and internal services, with multi-region verification, response time tracking, SSL monitoring, and alerts via email, Slack, webhooks, and more.
IronDiff
Observability & Monitoring
Automates network device configuration backups, detects drift, and pushes visual red/green diffs and alerts
Out Plane
Hosting & Compute
Cloud hosting platform that deploys and runs apps, PostgreSQL, domains, logs and shell in one console
TestDino
Testing & QA
Records Playwright CI runs, groups failures, detects flaky tests, and keeps traces and fix workflows ready
Edgee
LLM Tools
Sits between coding agents and LLM providers to compress tokens, route requests with automatic fallback, and provide observability for cost and performance.
Opsmeter
Observability & Monitoring
Monitors LLM spend, attributes cost drift to deploys, endpoints, tenants, and prompts, and triggers budget warnings
ClawKit
Developer Tools
Diagnoses OpenClaw errors, generates validated JSON configs, and helps prevent repeat outages with cost simulation and skill discovery
OpenSink
AI Agents
Records agent activity, manages human approvals, and provides a real-time timeline of execution with durable storage for agent outputs
Netviews
Observability & Monitoring
Network scanning, host discovery, Wi-Fi diagnostics, real-time monitoring, and network analysis.
Whatoblock.com
Security Monitoring
Provides firewall-ready blocklists of malicious IPs, including botnet C2, scanners, and proxies, via a live API and bulk data downloads.
Chamber
MLOps
Monitors, debugs, and fixes GPU workloads across clouds using AI agents, with features like workload explorer, root cause analysis, and cost forecasting.
API Unit
Testing & QA
Automated API testing, chain testing, real-time monitoring, and CI/CD integration.
Credyt
Billing & Invoicing
Real-time monetization for AI: observe spend, control exposure, bill customers across pricing models.
StatusPage
Observability & Monitoring
Provides real-time status pages, infrastructure monitoring, incident management, and uptime analytics.
Supercheck.io
Testing & QA
Unified platform for AI-assisted Playwright testing, multi-region k6 load testing, uptime monitoring, and status pages to automate testing and reliability monitoring
Rejourney
Analytics
Lightweight product analytics that links funnels, errors, crashes and API metrics to session replay evidence
Sean Floyd
MLOps
Makes production AI systems reliable by fixing failures in pipelines, agents, and evals through schema validation, retries, and observability.
TypoGuard
Security Monitoring
Detects typosquatting and phishing domain variants, including homoglyphs, bitsquatting, and combosquatting, with scheduled monitoring and alerts.
Lightbox
Observability & Monitoring
Captures every tool call with cryptographic integrity, enables replay and inspection of agent sessions, verifies log integrity, and provides portable session directories.
ProdSensor
Developer Tools
Detects scalability, security, and reliability issues in code before they cause outages, providing AI-powered analysis across eight quality dimensions.
Orbit
Observability & Monitoring
Tracks LLM calls in production, attributing them to features and customers, and provides analytics on cost, latency, errors, and scaling health.
BetterDB
Observability & Monitoring
Persists slowlog, command history, and client analytics; provides real-time dashboards, anomaly detection, key analytics, cluster visualization, and more.
Exordex
Testing & QA
Testing platform for AI agents that reveals exploits, resilience failures, and version drift via attack testing, fault injection, and behavioral comparison
AI Search Index
Analytics
Tracks and categorizes AI agent visits, provides real-time market share data, and offers insights into which pages AI bots crawl.
HiveSpace
Observability & Monitoring
Monitors GitLab runners and pipelines in real time, diagnoses stuck jobs, tracks queue trends, and provides detailed logs and utilization metrics.
Data Raven
Data Engineering
Managed rclone for cloud object storage, enabling unlimited cloud-to-cloud transfers with scheduling, logs, monitoring, and team visibility.
BGP Scout
Networking & CDN
Provides real-time BGP routing analysis, including boomerang route detection, IXP and peering intelligence, IP density heatmaps, network comparison, and ASN search.
YASP
Observability & Monitoring
Provides a self-hosted status page for managing incidents, maintenance, and subscriber notifications via SMS and email.
BillingEngine
Billing & Invoicing
Identifies silent Stripe billing failures and provides a diagnostic report with revenue recovery queue, at-risk customer alerts, and prioritized fixes.
Timberlogs
Observability & Monitoring
Captures structured logs via REST API, SDKs, and CLI; provides a dashboard with powerful search, flow tracking, and AI assistance.
CleanCloud
Developer Tools
Scans AWS, Azure, and GCP for orphaned resources and enforces hygiene gates in CI/CD pipelines.
Threat Surface
Security Monitoring
Discovers external domains and subdomains and scans for DNS, email, TLS, web, exposed services, and CVE-related misconfigurations with 50+ automated checks
BuildBeacon
Observability & Monitoring
Aggregates GitHub Actions workflow statuses into a single dashboard with analytics, deployment tracking, and activity feeds.
NetDiag.Dev
API Development
Performs DNS, TCP, TLS, and HTTPS health checks from multiple regions, returning unified JSON or Prometheus output.