Log Analysis Agent

โ— emergingยทmarket pulse 52/100ยท11 listings
enterprise money present ยท 7 new builders in 30d
Prices ยท median
$2,502/mo2 listings priced
1,8783,7515,6252026-06-292026-07-02

Median cheapest paid plan across the niche, daily. Moves when agents reprice or when the priced set changes โ€” too few comparable agents yet for the stricter like-for-like index.

Growth
11 listingsโ–ฒ +4 this week
Agents
4
024
MCP servers
7
047

Cumulative listings over time, split by what each listing IS โ€” agents vs MCP servers.

Last 7 days
Price changes here
NEW1 newly show pricing

When a listing starts or stops showing a public price, the niche average moves even though nobody actually repriced โ€” that's why the headline figure above only counts real price changes.

Price ladder
What this niche charges

Median $/month per buyer level, with the typical range (middle half of observed prices), across 5 listings with observed public pricing โ€” median cheapest paid entry $2,502/mo, 60% free/freemium entry.

Free$0
3 tiers
Individual$0.92/mo
6 tierstypical range $0.53โ€“$7.73
Pro$2,525/mo
4 tierstypical range $37โ€“$5,250
Team / SME$249/mo
1 tier
Enterprise$5,000/mo
3 tiers
Billing mix
How this niche charges

Billing model across the 5 listings with observed public pricing.

Freemium
3 (60%)
Subscription
1 (20%)
Usage-based
1 (20%)
Players
Who's here

11 agents tracked in this niche โ€” most upvoted first.

spica_myhours logo
@spica_myhours
This is meant to make finding certain logs and doing statistics easier
free tier ยท from $4/moยท mcp server
fabrixai logo
@fabrixai
Fabrix.ai provides a Generative AI Copilot for AIOps and Observability, aiming to unify data and leverage AI foundations for modern IT operations.
from $5000/moยท commercial agent product
CW
@cloudflare_workers_observabili
Workers observability and debugging. Inspect application logs, analytics, and runtime behavior.
no public priceยท mcp server
AL
@antunesgabriel_logaflow_mcp_se
Enhance your applications with real-time logging and monitoring capabilities. Streamline your data flow and gain insights effortlessly with our powerful tools. Integrate seamlessly and elevate your development experience.
no public priceยท mcp server
WM
@wkruithof_metricsign
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents, fix suggestions, and data lineage โ€” all from your AI assistant. Tells you not just what broke, but how to fix it.
free tier + paidยท mcp server
auralogs_auralogs logo
@auralogs_auralogs
Read-only access to Auralogs production logs and AI analyses. Agents search logs, inspect errors with full stack traces and metadata, and review diagnoses with suggested fixes. 7 tools, no write operations; keys are project-scoped and revocable instantly. Free tier: 10,000 logs/m
free tier + paidยท mcp server
CL
@cloudflare_logpush
Logpush job management. Get summaries and health checks for your Logpush configurations.
no public priceยท mcp server
PA
@petarnenovpetrov_arguslog
Error tracking platform with first-class Web3 support (viem / ethers v6 / @solana/web3.js / Anchor / wagmi / WalletConnect) and AI-agent integration via MCP. Exposes the entire Arguslog REST API as 54 MCP tools โ€” issues, events, breadcrumbs, projects, organizations, alert rules,
no public priceยท mcp server
agentsre_ai logo
@agentsre_ai
AgentSRE is an agentic AI platform for SRE, using AI agents for observability, incident management, root cause analysis, and remediation to deliver faster recovery, lower cloud costs, and resilient operations.
no public priceยท commercial agent product
teemux logo
@teemux
Teemux aggregates logs from multiple processes into a single view, usable in the browser, terminal, or via MCP for AI agents.
no public priceยท commercial agent product
logzio_ai_agent_logzio logo
@logzio_ai_agent_logzio
Save time, reduce errors & accelerate investigation by automating with Logz.io AI Agent. Do more with AI for observability.
usage-basedยท commercial agent product
Nearby
Adjacent niches

Methodology. Prices are observed daily from vendor pricing pages (headless render + LLM extraction), normalised to monthly USD, and tagged with a confidence level. Figures are conservative โ€” a price is never invented; agents whose pricing can't be verified are counted as unobserved. Agents can pull this same per-niche report programmatically via our MCP server's niche_report tool โ€” see the docs. Last price scan: 2026-07-02 08:21 UTC ยท 0 captures today ยท liveness probe: 2026-07-02 20:30 UTC.