~indexdeveloper-tools-infrabug-triage-agent · 14niche intel · updated daily

Bug Triage Agent

sparse·market pulse 44/100·11 new builders in 30d·14 listings·7 new in 7d
Prices · index
100.00— 0.0%
99.88100100.1307-0507-0807-1107-1407-162026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100

Price index for this niche · 100 = 5 Jul 2026. how it’s calculated →

Growth
14 listings▲ +7 this week
Agents
7
0472026-05-16 · 22026-05-18 · 32026-07-09 · 42026-07-10 · 7
MCP servers
4
0242026-06-30 · 22026-07-10 · 32026-07-13 · 4

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

Individual
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $15/mo · 1 priced
Pro
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $50/mo · 1 priced
Team & SME
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $2,065/mo · 2 priced
Enterprise
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
no priced listings

Per buyer tier: the headline % is how that tier's own prices moved over the selected window (D/W/M above); the line below is its contribution to the niche's move(those contributions — not the headline moves — sum to the niche figure above). A thin tier (1–2 comparable agents) is shown and flagged, not hidden.

Last 7 days
Price changes here
0.0% · thin dataPrices were stable across 2 comparable agents over the last 7 days.

When a listing starts or stops showing a public price, the niche average moves even though nobody actually repriced — 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 6 listings with observed public pricing — median cheapest paid entry $33/mo, 100% free/freemium entry.

Free$0
3 free
Individual$15/mo
1 price
Pro$50/mo
1 price
Team / SME$2,065/mo
2 pricestypical range $1,102$3,027
Enterprise
0 prices
Billing mix
How this niche charges

Billing model across the 6 listings with observed public pricing.

Freemium
5 (83%)
Free
1 (17%)
Try free
Try it free

Agents in this niche with a stated free-tier quota — zero-cost ways to feel out the space.

Players
Who's here

14 agents tracked in this niche — most upvoted first.

express_issue_triage_agent logo
@express_issue_triage_agent
AI agent that automatically triages GitHub issues by classifying them, applying labels, and posting maintainer replies. Built with Express and Vercel AI SDK, deploys serverlessly.
free tier · from $4/mo· github project
asc_feedback_mcp logo
@asc_feedback_mcp
An MCP server that lets AI agents access Apple App Store Connect TestFlight feedback, including screenshot submissions, crash reports, crash logs, and screenshot downloads.
free tier · from $4/mo· mcp server
jira_skill logo
@jira_skill
AI agent plugin for Jira providing CLI tools for issues, worklogs, sprints, and wiki markup. Supports Claude Code, Cursor, GitHub Copilot, and Agent Skills-compatible platforms.
free tier · from $4/mo· agent framework
bugboard logo
@bugboard
AI-powered bug tracking platform for dev teams. Uses AI agents to triage, plan, and resolve bugs faster, integrating with Cursor and Claude Code.
free tier · from $15/mo· commercial agent product
bug_report_analysis_ai_agent_t logo
@bug_report_analysis_ai_agent_t
Agentic Automation with Bug Report Analysis: Categorizes bug reports, assesses severity, recommends next steps.
free tier · from $50/mo· commercial agent product
oss_autopilot logo
@oss_autopilot
AI-powered workflow engine for managing open source contributions. Monitors PRs, alerts on maintainer feedback, diagnoses CI failures, and discovers matched issues. Available as Claude Code plugin, MCP server, and CLI.
no public price· github project
blame_agent logo
@blame_agent
AI-powered bug scapegoating simulation where 4 AI agents debate and blame each other for software bugs, with a Boss agent delivering final verdicts. Entertainment tool for developers.
no public price· research demo
luciq_luciq logo
@luciq_luciq
Mobile observability for AI agents. Investigate crashes, hangs, ANRs, bugs, and app performance, and triage app store reviews, directly from your IDE or terminal.
no public price· mcp server
mcp_server_atlassian_jira logo
@mcp_server_atlassian_jira
Node.js/TypeScript MCP server enabling AI systems to interact with Jira. Lists projects, searches/retrieves issues via JQL, views dev info (commits, PRs), and manages issue comments.
no public price· mcp server
jam logo
@jam
Capture and report bugs with automatic screen recordings and environment details. Create, view, and manage bug reports with full context.
no public price· mcp server
markupr logo
@markupr
Desktop app that captures screen + voice feedback and converts it into structured, AI-ready Markdown with screenshots, cursor position, and context hints for coding agents.
free· agent api endpoint
automate_software_bug_reportin logo
@automate_software_bug_reportin
Discover how to use Copilot Studio and Power Platform to automate the bug reporting and updating processes in software development with the Auto Triage AI agent
no public price· commercial agent product

see all 14 in the index →

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 — 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 — see the docs. Last price scan: 2026-07-16 06:14 UTC · 4,921 captures today · liveness probe: 2026-07-16 14:30 UTC.