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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

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Observability & Monitoring

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

Browser ExtensionAI FeatureOn Vercel+14

SocialCompute

LLM Tools

Runs deterministic multi-agent narrative simulations with full observability, logging every LLM call and tracing every agent decision.

For Data TeamsInfrastructure & APIFree+14

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

CLIFor ExecutivesEMEA+13

Pythia

Observability & Monitoring

Rates websites with a credit-style score (AAA-C) based on performance, security, privacy, and sustainability metrics, and provides actionable recommendations.

FreeFor ExecutivesFor Operations+14

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

Contact SalesFor ITNorth America+11

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

CLISelf-HostedOpen Source+15

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.

MarketplaceFor Data TeamsNon-AI+10

Antenna

Developer Tools

Provides a unified window to view and interact with all OpenClaw agents, sessions, and channels, including approvals and messaging.

Hardware & DevicesDesktop AppFor Developers+10

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.

APACFor ITOn Vercel+16

Fostrom

Developer Tools

IoT cloud platform to monitor and control fleets of devices, handling telemetry, payload validation, and message orchestration

SDK / EmbeddedInfrastructure & APIAPI-First+13

Quantlix

Compliance Tools

Provides tamper-evident, time-stamped proof of governance controls on every model call, including policy enforcement, redaction, and audit-grade traces.

B2GFor LegalGDPR+17

StatusPing

Observability & Monitoring

Monitors website and API uptime, sends instant alerts via multiple channels, and provides customizable status pages with real-time updates.

Infrastructure & APIBuilt with Next.jsFor IT+16

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.

SecurityFor ITFor Operations+10

RocketGraph

Observability & Monitoring

Observability platform that finds root causes and anomalies across billions of logs and condenses them into snapshots for LLM analysis

Built with Next.jsFor ITNorth America+14

ZenLLM

LLM Tools

Identifies and ranks wasted LLM token spend from prompt bloat, context accumulation, model overuse, and retry loops with request-level evidence

On FastlyCommunityAPI-First+13

Sonarly

Observability & Monitoring

Triages alerts, groups duplicates, assigns blame, root-causes issues, creates fix PRs, and posts analyses in Slack/Discord.

For OperationsFor DevelopersAI-Native+11

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.

For ITFor OperationsNon-AI+11

IronDiff

Observability & Monitoring

Automates network device configuration backups, detects drift, and pushes visual red/green diffs and alerts

CLIContact SalesFor IT+12

Out Plane

Hosting & Compute

Cloud hosting platform that deploys and runs apps, PostgreSQL, domains, logs and shell in one console

Usage-BasedInfrastructure & APIPlatform+14

TestDino

Testing & QA

Records Playwright CI runs, groups failures, detects flaky tests, and keeps traces and fix workflows ready

PlatformAPI-FirstAI Feature+12

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.

CLIOn FastlyOpen Source+15

Opsmeter

Observability & Monitoring

Monitors LLM spend, attributes cost drift to deploys, endpoints, tenants, and prompts, and triggers budget warnings

For FinanceFor ExecutivesAI Feature+9

ClawKit

Developer Tools

Diagnoses OpenClaw errors, generates validated JSON configs, and helps prevent repeat outages with cost simulation and skill discovery

CLICommunityBuilt with Next.js+11

OpenSink

AI Agents

Records agent activity, manages human approvals, and provides a real-time timeline of execution with durable storage for agent outputs

Usage-BasedOpen SourceBuilt with Next.js+14

Netviews

Observability & Monitoring

Network scanning, host discovery, Wi-Fi diagnostics, real-time monitoring, and network analysis.

Hardware & DevicesSecurityOne-Time+9

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.

SecurityCommunityInfrastructure & API+17

Chamber

MLOps

Monitors, debugs, and fixes GPU workloads across clouds using AI agents, with features like workload explorer, root cause analysis, and cost forecasting.

SeedSDK / EmbeddedCLI+16

API Unit

Testing & QA

Automated API testing, chain testing, real-time monitoring, and CI/CD integration.

EMEAFor OperationsNon-AI+13

Credyt

Billing & Invoicing

Real-time monetization for AI: observe spend, control exposure, bill customers across pricing models.

On AzureFor FinanceUsage-Based+19

StatusPage

Observability & Monitoring

Provides real-time status pages, infrastructure monitoring, incident management, and uptime analytics.

For SupportBuilt with Next.jsFor IT+13

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

CLIOpen-Source (Free)Self-Hosted+12

Rejourney

Analytics

Lightweight product analytics that links funnels, errors, crashes and API metrics to session replay evidence

SDK / EmbeddedGDPROpen-Source (Free)+15

Sean Floyd

MLOps

Makes production AI systems reliable by fixing failures in pipelines, agents, and evals through schema validation, retries, and observability.

Agency & ServicesFlat-RateFor Operations+8

TypoGuard

Security Monitoring

Detects typosquatting and phishing domain variants, including homoglyphs, bitsquatting, and combosquatting, with scheduled monitoring and alerts.

SecurityFlat-RateFor IT+11

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.

SOC 2SDK / EmbeddedCLI+19

ProdSensor

Developer Tools

Detects scalability, security, and reliability issues in code before they cause outages, providing AI-powered analysis across eight quality dimensions.

Infrastructure & APIAPI-FirstFor IT+14

Orbit

Observability & Monitoring

Tracks LLM calls in production, attributing them to features and customers, and provides analytics on cost, latency, errors, and scaling health.

For FinanceUsage-BasedFor Product+11

BetterDB

Observability & Monitoring

Persists slowlog, command history, and client analytics; provides real-time dashboards, anomaly detection, key analytics, cluster visualization, and more.

On-PremiseSelf-HostedFor Data Teams+15

Exordex

Testing & QA

Testing platform for AI agents that reveals exploits, resilience failures, and version drift via attack testing, fault injection, and behavioral comparison

For ITFor OperationsFor Developers+11

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.

SDK / EmbeddedGDPRFor Data Teams+17

HiveSpace

Observability & Monitoring

Monitors GitLab runners and pipelines in real time, diagnoses stuck jobs, tracks queue trends, and provides detailed logs and utilization metrics.

For OperationsFor DevelopersOn AWS+9

Data Raven

Data Engineering

Managed rclone for cloud object storage, enabling unlimited cloud-to-cloud transfers with scheduling, logs, monitoring, and team visibility.

For Data TeamsInfrastructure & APIPlatform+15

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.

FreeAPI-FirstGrowth+9

YASP

Observability & Monitoring

Provides a self-hosted status page for managing incidents, maintenance, and subscriber notifications via SMS and email.

Open-Source (Free)Self-HostedOpen Source+13

BillingEngine

Billing & Invoicing

Identifies silent Stripe billing failures and provides a diagnostic report with revenue recovery queue, at-risk customer alerts, and prioritized fixes.

For FinanceFintechOne-Time+9

Timberlogs

Observability & Monitoring

Captures structured logs via REST API, SDKs, and CLI; provides a dashboard with powerful search, flow tracking, and AI assistance.

SDK / EmbeddedCLIAI Feature+12

CleanCloud

Developer Tools

Scans AWS, Azure, and GCP for orphaned resources and enforces hygiene gates in CI/CD pipelines.

CLISecurityOpen-Source (Free)+11

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

SecurityUsage-BasedFor IT+9

BuildBeacon

Observability & Monitoring

Aggregates GitHub Actions workflow statuses into a single dashboard with analytics, deployment tracking, and activity feeds.

GDPRFor OperationsFor Developers+10

NetDiag.Dev

API Development

Performs DNS, TCP, TLS, and HTTPS health checks from multiple regions, returning unified JSON or Prometheus output.

Infrastructure & APIAPI-FirstFor Operations+12