Monitoring171 of 5703 tools
171 tools filed under Monitoring by what their own homepage shows, ranked by who uses them among those still maintained.
A tag is one of thirty-odd words from a closed list, chosen by the same reader from the same page as the line — never a keyword the vendor supplied.
Ranked by use
LangChain
langchain.comBuilds and deploys agents with observability, evaluation, and monitoring tools.
Darktrace
darktrace.comDetects novel threats across networks, email, cloud, and endpoints using behavioral analysis.
OneUptime
oneuptime.comMonitors infrastructure and applications, detects incidents in seconds, pages on-call engineers, and opens fix pull requests.
Arize
arize.comObserves agent behavior, evaluates performance with evals, and suggests improvements through automated debugging.
True Watch
truewatch.comMonitors applications, infrastructure, and AI workloads with correlated telemetry and AI-assisted diagnostics.
World Monitor
worldmonitor.appStreams geopolitical, shipping, market and infrastructure signals onto a live map with correlation alerts.
Trakkr
trakkr.aiMonitors how AI search engines cite and rank your brand in responses to user queries.
OpenObserve
openobserve.aiIngests and correlates logs, metrics, and traces across infrastructure layers for incident investigation and root cause analysis.
Respan
respan.aiRoutes LLM requests through one gateway to reach multiple models with observability, caching, and evaluations.
Motadata
motadata.comUnified observability and IT service management platform combining infrastructure monitoring, application performance, and incident management.
Braintrust
braintrust.devObservability platform that traces agent execution, evaluates outputs, and discovers production patterns to improve quality.
ScrapeOps
scrapeops.ioAggregates proxy providers, schedules scraping jobs, and monitors scraper performance from a single dashboard.
Tray.ai
tray.aiDeploys and governs AI-built applications with managed execution, authentication, and cost tracking.
Portkey
portkey.aiRoutes requests to 1600 language models through a unified API with observability, guardrails, and prompt management.
Latitude
latitude.soTraces AI agents in production, detects failures, and dispatches coding agents to fix them automatically.
viAct
viact.aiDetects safety hazards and worker non-compliance on construction sites using computer vision.
Helicone
helicone.aiRoutes, debugs, and analyzes LLM API calls with observability and monitoring.
Alert Grouping by DrDroid
drdroid.ioAutomates incident response and root cause analysis by correlating alerts across observability tools and infrastructure systems.
Tyto by ai-coustics
ai-coustics.comEnhances audio for voice AI systems by removing noise, isolating speech, and predicting audio quality issues in real time.
PromptArmor
promptarmor.comAssesses and monitors artificial intelligence risks across vendor portfolios using security scoring and change detection.
LLM Gateway Chat
llmgateway.ioRoutes requests across 40 LLM providers through a unified API with cost tracking and automatic failover.
geoSurge
geosurge.aiTracks brand mentions and visibility across ChatGPT, Claude, and Gemini AI models.
CryptoGen Nepal
cryptogennepal.comProvides penetration testing, security operations center monitoring, and compliance assurance services.
Ito
ito.aiRuns your application on every pull request to detect runtime bugs and propose fixes.
SpotWarp
gpu-action.comBacks up GPU training workspaces and fails over to alternative spot instances within seconds of eviction.
#1 Enterprise AI Solutions & Data Engineering
samta.aiMonitors deployed AI models for drift and performance decay, logs all decisions for audit trails, and automates compliance controls for regulated industries.
NaraRouter
bynara.idRoutes and tracks AI API requests across multiple providers with usage control.
Superlog Responder
superlog.shTraces alerts through your codebase to identify root causes and generate pull requests for fixes.
MentionDrop
mentiondrop.comMonitors Reddit, Google News, and web sources for brand mentions, then filters signals with sentiment and recommended actions.
Futurism Security
futurismsecurity.comProvides managed detection, threat hunting, incident response, and zero trust security services powered by AI.
Osuite
osuite.ioCollects logs, traces, and metrics across distributed systems with AI agents for root cause analysis and dashboard generation.
Kakunin
kakunin.aiIssues cryptographic identities for AI agents and generates audit trails for compliance.
Prismix
prismix.devAggregates live status, news, and model context protocol servers across 77 AI providers in one dashboard.
Hyperprobe
hyperprobe.coDebugs production incidents by placing read-only probes on live code without redeployment or restart.
TrustExam.ai
trustexam.aiMonitors exam sessions with identity verification, screen recording, and behavioral analysis to detect cheating in remote and test center assessments.
GetIntel
getintel.aiTracks where your brand appears in AI search engine answers across ChatGPT, Claude, Perplexity, and Gemini.
Spotlight by Backplanes
backplanes.comMonitors AI agent activity, drafts security policies from observed behavior, and enforces controls on agent access to tools and external services.
MCPSpend
mcpspend.comTransparent proxy that intercepts and logs MCP tool calls to track AI agent costs by team, tool, and customer.
Constellation Gate AI
constellationgate.aiIntercepts AI requests to block prompt injection attacks, reduce token usage by 20%, and audit all traffic.
Skopx
skopx.comMonitors data across business tools and sends daily briefings highlighting issues requiring attention.
Spanly
spanly.comMonitors MCP servers for broken tools, bad schemas, and runtime issues across AI clients.
IAXT
iaxt.comRecords AI coding agent activity on macOS to audit commands, file changes, and system operations.
PhishEye
phisheye.comDetects phishing, typosquatting, and brand impersonation across domains, ads, and social media with coordinated takedown workflows.
Espresso Labs
espressolabs.comManages cybersecurity, IT operations, and compliance frameworks like CMMC and SOC 2 with 24/7 monitoring and automated remediation.
Subsig
subsig.comTracks brand visibility in AI chatbots and search, manages reputation across review platforms and communities.
Tokonomics
tokonomics.caProxy that tracks token usage and costs across LLM providers with budget alerts and spending caps.
Logify360
logify360.comMonitors LLM requests, agent traces, and costs across multiple AI providers.
CowTech
cowtech.xyzMonitors brand visibility across AI search systems and publishes optimized content for AI recommendations.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one row at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.