Ai Debugging Agent

โ— crowdedยทmarket pulse 50/100ยท9 listings
enterprise money present ยท 4 new builders in 30d
Prices ยท median
$26/mo3 listings priced
2224272026-06-292026-07-02

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
9 listingsโ–ฒ +1 this week
Agents
4
024
MCP servers
4
024

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 $26/mo, 60% free/freemium entry.

Free$0
4 tiers
Pro$40/mo
5 tierstypical range $19โ€“$59
Team / SME$80/mo
5 tierstypical range $49โ€“$99
Enterprise$225/mo
3 tierstypical range $213โ€“$238
Billing mix
How this niche charges

Billing model across the 5 listings with observed public pricing.

Freemium
3 (60%)
Subscription
2 (40%)
Prices by tier
Prices by tier
Pro
171.00โ–ฒ +71%
82136189

Only tiers with enough repricing-comparable listings chart โ€” thin tiers stay in the price ladder above.

Try free
Try it free

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

Players
Who's here

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

kensaurus_mushi_mushi logo
@kensaurus_mushi_mushi
Your AI shipped it. Mushi tells you why it broke โ€” plain-English diagnosis, paste-ready fix prompts, and 55+ MCP tools for Cursor and Claude Code. Hosted Streamable HTTP at kensaur.us/mushi-mushi/hosted-mcp/. MIT SDK, self-hostable, no second LLM key for MCP.
free tier ยท from $15/moยท mcp server
sentry_seer logo
@sentry_seer
Seer is an AI debugger by Sentry that leverages Sentry context to flag breaking changes, automatically root cause production issues, and identify missed fixes.
from $26/moยท tool api
autonomous_code_diagnostics_ho logo
@autonomous_code_diagnostics_ho
SonarQube finds problems. Snyk flags vulnerabilities. Neither one fixes anything. Autonomous diagnostics agents scan your codebase, detect issues, generate patches, and push fixes to GitHub โ€” no human in the loop.
from $150/moยท commercial agent product
RO
@rosentic
Cross-branch semantic conflict detection engine. Checks whether active git branches are compatible before merge. Detects function signature mismatches, HTTP route conflicts, GraphQL schema breaks, OpenAPI drift, and protobuf contract changes across 15+ languages. Deterministic AS
free tier + paidยท commercial agent product
AS
@agentrx_systematic_debugging_f
As AI agents transition from simple chatbots to complex autonomous systems, finding and fixing their errors gets harder. AgentRx is an automated diagnostic framework that pinpoints critical failures and supports more transparent, resilient agentic systems:
no public priceยท agent framework
mentor_by_skippr logo
@mentor_by_skippr
AI Product Review, Right in Your Browser
free tier + paidยท commercial agent product
EH
@evozim_hv_polyglot_debugger
Polyglot-Debugger is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Depurador multi-lenguaje (AlmogBaku debug-skill). This node features autonomous, secure cryptographic settlement secured by an x402 micro-pay
no public priceยท mcp server
deadend_deadends_dev logo
@deadend_deadends_dev
Error knowledge database for AI coding agents. 2002 verified error patterns across 43 domains. Returns dead ends (what NOT to try) and workarounds (what works) for any error message. Covers Python, Node, Docker, CUDA, Kubernetes, ROS 2, PyTorch, and 36 more domains.
no public priceยท mcp server
RL
@roib_lightrun
Lightrun MCP connects AI coding assistants to live runtime context from production and staging applications. With Lightrun, developers can inspect expression values, capture call stacks, measure execution duration, count executions, and collect runtime metrics from running appli
no public priceยท mcp server
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.