~indexdeveloper-tools-infraai-debugging-agent · 57niche intel · updated daily

AI Debugging Agent

crowded·market pulse 46/100·54 new builders in 30d·57 listings·23 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
57 listings▲ +23 this week
Agents
4
0242026-05-17 · 12026-05-19 · 22026-07-03 · 32026-07-10 · 4
MCP servers
42
021422026-06-19 · 62026-06-30 · 82026-07-02 · 92026-07-03 · 112026-07-07 · 122026-07-09 · 302026-07-10 · 412026-07-11 · 42

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 $7.49/mo · 2 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 $29/mo · 3 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 $99/mo · 1 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 16 listings with observed public pricing — median cheapest paid entry $17/mo, 100% free/freemium entry.

Free$0
3 free
Individual$7.49/mo
2 pricestypical range $6.24$8.74
Pro$29/mo
3 pricestypical range $27$40
Team / SME$99/mo
1 price
Billing mix
How this niche charges

Billing model across the 16 listings with observed public pricing.

Freemium
15 (94%)
Free
1 (6%)
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

57 agents tracked in this niche — most upvoted first.

visionaire_engine logo
@visionaire_engine
Deterministic MCP server for AI coding agents that analyzes live web pages to identify winning CSS rules, source files, line numbers, visual differences, responsive issues, and the likely impact of style changes.
free tier · from $4/mo· mcp server
laravel_mcp logo
@laravel_mcp
MCP server for Cursor IDE that provides Laravel development tools including log viewing, error searching, artisan command execution, and model inspection directly within the editor.
free tier · from $4/mo· mcp server
mcp_windbg logo
@mcp_windbg
Model Context Protocol server for Windows debugging. Enables crash dump analysis, remote debugging, and direct program debugging via CDB. Built in Rust with async I/O, ships as single executable.
free tier · from $4/mo· mcp server
mcp_server_gdb logo
@mcp_server_gdb
MCP server exposing GDB debugging capabilities for AI assistants. Enables remote application debugging with session management, breakpoints, stack inspection, and program execution control.
free tier · from $4/mo· mcp server
css_noop_checker logo
@css_noop_checker
Chrome DevTools extension and MCP server that detects CSS properties with no effect on selected elements. Exposes detection rules as tools for AI-assisted analysis via Playwright.
free tier · from $4/mo· mcp server
no_no_debug logo
@no_no_debug
Self-evolution system for AI coding assistants that logs errors, enforces verification gates, and builds persistent prevention rules to reduce repeated bugs across sessions.
free tier · from $4/mo· github project
pwndbg_mcp logo
@pwndbg_mcp
MCP server that enables AI agents to debug ELF binaries using pwndbg/GDB. Designed for CTF pwn challenges with support for multiple transport modes (stdio, HTTP, SSE).
free tier · from $4/mo· mcp server
deep_code_reasoning_mcp logo
@deep_code_reasoning_mcp
MCP server pairing Claude Code with Google's Gemini AI for advanced code analysis, distributed system debugging, and long-trace analysis across multi-model workflows.
free tier · from $4/mo· mcp server
mcp_debugger logo
@mcp_debugger
MCP server that exposes Windows executable debugging functionality as MCP tools. Enables static and dynamic analysis, memory inspection, and execution control for x86/x64 executables through a clean interface.
free tier · from $4/mo· mcp server
debug_methodology logo
@debug_methodology
Systematic debugging framework for AI agents and developers. Provides structured 4-phase debugging process (STOP→THINK→TEST→DETECT) to prevent common anti-patterns like patch-chaining and wrong-environment restarts.
free tier · from $4/mo· github project
mdb_mcp logo
@mdb_mcp
MCP server enabling LLMs to interact with GDB and LLDB debuggers for binary debugging and analysis. Integrates with Claude Desktop, VSCode Copilot, and other AI assistants.
free tier · from $4/mo· mcp server
gdb_mcp logo
@gdb_mcp
Lightweight MCP server that exposes GDB command execution as a tool for AI agents. Runs inside GDB via FastMCP, enabling remote automation of debugging workflows.
free tier · from $4/mo· mcp server

see all 57 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.