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
Log Voyager
Developer Tools
Opens, searches, filters, and inspects log files locally in the browser, with features like format detection, timeline visualization, and error grouping.
Redimo
Databases
GUI client for Redis and Valkey that visualizes, manages, and monitors databases with real-time monitoring, data visualization, and pattern detection
Meter
Data Engineering
Scrapes websites based on plain English descriptions, detects meaningful changes, and sends webhook notifications with diffs.
HookVerify
Observability & Monitoring
Receives webhooks, logs full payloads, forwards with HMAC signatures and automatic retries, provides a live delivery log, dead letter queue, replay controls, and an embeddable event portal.
Kaiterra
Analytics
Smart indoor, outdoor and in-duct air quality monitors and cloud data analytics platform for measuring and improving indoor air quality and building performance
Hopeless
LLM Tools
Tests, monitors, and improves AI agents by turning real-world failures into direct improvements.
RagMetrics
LLM Tools
Validates LLM and agent responses, detects hallucinations, scores output quality, and monitors GenAI performance
EventDock
Developer Tools
Receives, stores, retries, and replays webhooks with dead letter queue to prevent data loss
LogMint
Observability & Monitoring
A mini observability platform for logs, metrics, dashboards, alerts, and audit trails to track application events and user actions
QueueWatch
Observability & Monitoring
Monitors Laravel queues in real-time, alerts on failed jobs, provides analytics and retry capabilities.
OpsOrch
Developer Tools
Coordinates releases, incidents, and operational workflows across existing tools with context, approvals, and traceability.
iTechSmart ProofLink MCP
Observability & Monitoring
Detects infrastructure incidents, simulates fixes, executes them autonomously, and generates cryptographic receipts for every action.

Minimal ML Monitoring
MLOps
Self-hosted monitoring for ML inference that tracks confidence, latency and throughput and detects drift with real-time alerts
Laminar
Observability & Monitoring
Detects agent failures, surfaces root causes via traces and natural-language queries, and confirms fixes.
ProbeOps
Networking & CDN
A set of network diagnostic tools for identifying and troubleshooting network issues
Kaic
Content Marketing
Publishes engineering articles and open-source tools on software development, architecture, and automation
Paarvai
AI Agents
Provides real-time, deterministic infrastructure context to AI agents via MCP, mapping dependencies and calculating blast radius.
Spikelog
Observability & Monitoring
Log a number via API and get an automatic chart.
Volume Shader
Testing & QA
Runs GPU performance tests using 3D volume rendering, providing metrics like FPS, frame times, and GPU utilization.
UsageFlow
LLM Tools
Meters AI calls, enforces spend limits before execution, blocks overages, and syncs usage to Stripe.
MemBrowse
Observability & Monitoring
Extracts memory data from ELF files and linker scripts to track flash/RAM usage, detect bloat and regressions, and enforce budgets
Kunobi
Developer Tools
Provides a unified desktop UI for Kubernetes and GitOps management, with real-time visibility, drift detection, and support for FluxCD and ArgoCD.
Trainly
Observability & Monitoring
Traces AI inputs, outputs, tool calls, latency and cost, scores every output, and auto-retries failures to catch silent punts and wrong tool calls
DomainExplorer.io
Analytics
Search and explore domain names across 1,570 zones with real-time feeds, detailed histories, and filters for newly registered, expired, and active domains.
Barcable
Testing & QA
Automatically generates context-aware backend load tests from feature changes and runs them at scale to validate performance and prevent outages
LogLens Playground
Observability & Monitoring
Command-line tool that searches, queries, filters and summarizes structured JSON and text logs for troubleshooting
SSLCalendar
Observability & Monitoring
Converts SSL certificate expiration dates into a calendar feed, using Certificate Transparency to find all certificates.
Blazor Developer Tools
Developer Tools
Provides a component tree, timeline profiler, render diagnostics, and performance metrics for Blazor apps.
Attrove
AI Agents
Monitors email, chat, meetings, and calendar to detect when conversations go quiet and alerts owners with proof.
Truesign
Security Monitoring
Detects and stops undesirable traffic such as bots, VPNs, proxies, and fake emails without captchas or user interaction.
PathCanary
Observability & Monitoring
Runs real browser tests 24/7 on critical paths, detects anomalies, and triggers automated rollback or feature flag toggles to fix issues.
VectorIHub
CI/CD
Coordinates builds, services, traffic, and observability across existing infrastructure to turn commits into dependable releases.
Agnost AI
Observability & Monitoring
Continuously analyzes production conversations to detect agent failures and generates reviewed fixes, including pull requests.
Gumpbox
Developer Tools
Provides a unified MCP server bridge for AI agents to control remote servers, with secure credential storage, live terminal sessions, file transfer consent, and sandboxed execution.
Projectvelocity
Developer Tools
Fuses live data from air, maritime, space, hazards, signals, and infrastructure into a single map, with an archive that records position history to the user's disk.
Appcockpit
Developer Tools
Manages app versions, enforces force updates, toggles maintenance mode, and tracks users by version.
Zhi
Networking & CDN
Ecosystem of networking, proxy, server monitoring, and utility tools for development and everyday use
Beaconinfra
Observability & Monitoring
Monitors servers, provides remote access without port forwarding, and deploys applications from a single binary.
StatFlows
Analytics
Tracks website visitor behavior, page views, sessions, bounce rate, device breakdown, performance metrics, engagement, page analytics, heatmaps, geographic data, errors, and custom events.
Pipetrics
Analytics
Provides analytics for GitHub Actions to measure runtime, failures, and spend and identify workflow bottlenecks and waste
Inferencer
LLM Tools
Runs AI models locally with full control and privacy, including token inspection, model serving, and memory offloading.
VoltAgent
AI Agents
Provides a TypeScript framework for building AI agents with memory, RAG, guardrails, tools, MCP, voice, and workflow capabilities, plus a console for observability, automation, deployment, evals, and prompt management.
Arc
AI Agents
Wraps agents to capture causality data automatically and enables real-time learning without manual annotation or retraining.
pbar.io
Developer Tools
API for creating and sharing real-time progress bars viewable in browsers and terminals
Maybe Don't
Security Monitoring
Monitors, blocks, and coaches AI agents via a natural language policy engine with audit logging to prevent risky actions
Tailstream
Observability & Monitoring
Turns raw logs into a real-time visual stream to spot errors, traffic spikes, and patterns as they happen
Gatling
Testing & QA
Simulates real-world traffic to detect performance bottlenecks and provides AI-powered analysis for root cause diagnosis.

Claudio
API Development
Indicates that a client has sent too many requests in a given amount of time, signaling the need to slow down or stop sending requests temporarily.
Adference
LLM Tools
OpenAI-compatible API that serves language models with targeted ads alongside responses to reduce inference costs, with analytics, observability, and upcoming memory
Navegante
Hosting & Compute
Enables git-based deployments, managed services, and built-in observability for web apps.