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
GitSnitch
Security Monitoring
Monitors GitHub organizations for security events and sends real-time alerts with actor, repository, and timestamp
Sentris
Security Monitoring
Scans Supabase and AI-written code for leaked keys, missing RLS, public buckets, unguarded routes and other misconfigurations with line-level evidence and copy-paste fixes
Backpressure
Developer Tools
Interactive canvas to build system topologies and simulate load to watch queues, latency, and bottlenecks
Argonix
Observability & Monitoring
Monitors, secures, and optimizes cloud infrastructure with AI-driven incident response, CSPM, compliance, and FinOps.
OutageDeck
Observability & Monitoring
Aggregates official vendor status feeds into one verdict to determine if an outage is internal or vendor-side
Moose
AI Agents
Runs unbiased simulations at scale to measure how AI coding agents discover and use software products, tools and interfaces
Vaultak
AI Agents
Monitors, enforces, and rolls back AI agent actions in real time.
HyperProbe
AI Agents
Automates incident response by placing read-only probes in production code to capture exact variable state, reducing time to root cause from hours to minutes.
User Town
Analytics
Transforms website analytics and platform status into a living 3D city visualization.
CostClaw
Developer Tools
Reads Claude Code logs locally, computes token spend, cache hit rates, and scores setup across six pillars, then ranks fixes by recoverable dollars.
Aimeterly
Observability & Monitoring
Managed monitoring SaaS for Claude Code that provides usage, estimated cost, and productivity visibility across organization and users
Sentivel
Observability & Monitoring
Provides status pages, uptime monitoring and dependency tracking that watches services and upstream providers and posts updates when outages occur
Spryly
Developer Tools
Tracks package versions across npm, PyPI, RubyGems, Cargo, and more, and monitors the status of platforms like AWS, GitHub, and Slack, alerting users to updates and outages.
Maitai
LLM Tools
Provides monitoring, versioning, evaluation, and access control for AI models, workflows, and agents, turning production traffic into structured data for continuous improvement.
ZeroShot
AI Agents
Monitors coding agent sessions, turns them into reusable skills, and enforces skill usage on PRs.
Koodisi
API Development
Build, deploy, observe, and recover integrations across APIs, MCP, and AI agents from one governed platform.
PidgeIoT
Developer Tools
Provisions devices, manages config and firmware, collects telemetry, and provides alerts and logs.
Prefactor
AI Agents
Evaluates, observes and improves AI agents in production in real time and enforces runtime controls on every run
Kalytera
AI Agents
Automatically evaluates each step of an AI agent's workflow, surfaces failure patterns, and provides plain-English root causes.
CompliVibe
Compliance Tools
Connects AI governance, compliance automation, evidence management, risk monitoring, and data observability into one trust infrastructure layer to govern AI systems and prove trustworthiness
Flakiness.io
Testing & QA
Tracks test performance across commits, separates regressions from flakes, balances shards by duration, provides detailed reports with artifacts, and integrates with CI providers.
TLS Radar
Security Monitoring
Monitors TLS/SSL certificates for expiration, browser trust, ciphers, vulnerabilities, and compliance, with alerts and reporting.
bypassed
Developer Tools
Runs over 169 diagnostic checks on DNS, email authentication, TLS, HTTP headers, and blocklists to identify configuration issues.
telemetry.dev
Observability & Monitoring
LLM observability platform that traces model calls, tool steps, and retrievals to inspect token usage, cost, latency, and errors
Q-lab
Observability & Monitoring
Automatically captures, compares, and reproduces every Qiskit circuit run, providing experiment tracking, circuit analytics, multi-provider support, AI insights, collaboration, and publication tools.
IOTManager
Developer Tools
Manages IoT devices both online and offline, including software updates, file transfers, network configuration, and fleet monitoring.
RetraceKit
Observability & Monitoring
Clusters related runtime crashes into a single incident and provides AI-generated briefs with technical context and fix suggestions.
Ceiling
LLM Tools
Tracks AI usage and displays remaining capacity, reset times, alerts, and history from the Windows taskbar.
HeimWall
Observability & Monitoring
Monitors AI coding tool prompts, masks secrets and PII on-device, and creates tamper-evident audit logs.
Amami
Analytics
Provides AI-powered web analytics with natural language queries, traffic tracking, event measurement, conversion funnels, and trend analysis via MCP integration.
Pingzo
Observability & Monitoring
Monitors HTTP/HTTPS endpoints, sends WhatsApp alerts on downtime and recovery, provides status pages and embeddable widgets, and tracks SSL expiry.
ArtificialWatch
Observability & Monitoring
Polls AI provider APIs every 60 seconds and sends alerts via email, Chrome push, SMS, or phone call when new models are released.
Lineation
Identity Management
Provides zero-trust agent identity, LLM and MCP gateways, policy-as-code, runtime defense, and forensic lineage for AI agents.
DreamHR-Ai
HR
Tracks attendance, active/idle time, productivity, and software usage; provides live view, alerts, and reports.
SearchOptimo
SEO Tools
Bulk-checks up to 20,000 URLs against Google's live index and sends same-hour alerts when pages drop out.
VisualEther
Developer Tools
Converts Wireshark captures into sequence diagrams, classifies sessions by outcome, and enables AI-assisted diagnosis via Claude Code.
DropVigil
Observability & Monitoring
Tracks domain expiry and deletion lifecycle stages, alerts users when a domain is about to drop.
Moniple
Observability & Monitoring
Kubernetes monitoring with real-time metrics and AI diagnostics that finds cluster issues and proposes remediations with kubectl equivalents
Domesoc
Security Monitoring
AI SOC platform that investigates detections, decides and contains threats while grading every AI claim against evidence and flagging unsupported statements
FixBugs
AI Agents
Automatically triages alerts, detects bugs, performs root cause analysis, and generates validated fixes with reproduction tests.
AgentsProof
Developer Tools
Captures agent traces, grades them against custom rules and approved test cases, and creates shareable proof reports.

QuantumReckon
Observability & Monitoring
Sweeps cloud and AI providers read-only to find idle infrastructure, token spend per model, dormant keys, and quantified fixes, sealed into verifiable receipts.
Qcanary
Observability & Monitoring
Monitors BullMQ queues for failures, stalls, and anomalies, providing real-time dashboards, alerts, and historical data.
NodeRooms
AI Agents
Builds AI agents that can collaborate, remember, and safely work together, with public identities, private memory, and owner-approved actions.
Korvalis
Security Monitoring
Watches cloud sessions and automatically terminates destructive actions in seconds.
SlapMetrics
Analytics
Monitors Stripe, GA4, and Google Search Console metrics and plays sound effects on events like new payments, refunds, and traffic milestones.
Auriko
MLOps
Unified API for multiple AI model providers with intelligent routing, cost optimization, and observability.
Constellation Gate AI
Security Monitoring
Screens all AI agent-model interactions for prompt injection, secret leakage, and PII; blocks attacks, redacts secrets, and compresses/caches requests to cut token costs.
Harbofly
Developer Tools
Scans storage, classifies folders by safety, and lets users recover space by sending files to Trash first.
ArchSteer
Developer Tools
Derives real architecture from code, auto-builds living docs and ADRs, tracks drift, and steers AI agents to conform.