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Market around Agent Failure Archive

An API and MCP server providing 186 production post-mortems from an eight-month, multi-session AI agent system, with searchable failure cases, evidence, and root-cause details. Access is available per call via x402.

Visit github.com ↗Pricing page ↗
Pricing (1 buyer tier · 7 plans)
Free plan available Free
As parsed from github.com/HanbeenMoon/agent-failure-archive on 2026-10-12.

Explore the market

Prices and medians update for the tier you select.

Compare at
Agent Failure Archive · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Agent Failure Archive doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
25th pctile
5 competing vendors
Comparable listings · 30d
Flat
limited data · 2 priced comparables
Platforms · Pro median
$29/mo
5 priced · $29–$99 mid 50%
Price spectrum · Pro plans · 11 of 14 providers priced · log scale · $5 → $400/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)Agent Failure Archive has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Agent Failure Archive's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers24Ranked by similarity
Agent Failure Archivethis listing
● MCP
no public price
Younanix Memory MCP
● MCP79% similar
no public price
InspectAgents
● MCP77% similar
no public price
Auralogs
● MCP76% similar
$49/mo Pro
Coroner
● MCP73% similar
no public price
Aidemos
● MCP72% similar
no public price
sivtr
● MCP72% similar
no public price
Ai Crawler Claims
● MCP72% similar
no public price
Opentrace
● MCP72% similar
no public price
Browseai Dev
● MCP71% similar
no public price
Talkthrough
● MCP71% similar
no public price
Daystruct
● MCP71% similar
no public price
Iris
● MCP71% similar
no public price
AgentScars
● MCP71% similar
no public price
DeepBrain
● MCP71% similar
no public price
A02 Career Data MCP
● MCP71% similar
no public price
Cite42
● MCP71% similar
no public price
Agent Trace MCP
● MCP71% similar
no public price
AgentLog MCP
● MCP70% similar
no public price
Agent Observability
● MCP70% similar
no public price
Aftermath
● MCP70% similar
no public price
Rea
● MCP70% similar
no public price
X-deepresearch
● MCP70% similar
no public price
ALPNAI
● MCP70% similar
$19/mo Pro
PPlatforms12Ranked by similarity
Tessary
● PLATFORM77% similar
no public price
Agentwatch 2
● PLATFORM74% similar
no Pro plan
entry $49/mo
Logwick
● PLATFORM73% similar
$29/mo Pro
0% vs Pro median
Vera 2
● PLATFORM72% similar
no public price
Papaya
● PLATFORM72% similar
no Pro plan
entry $500/mo
ContextIQ
● PLATFORM72% similar
$5/mo Pro
-83% vs Pro median
Snapback
● PLATFORM72% similar
$29/mo Pro
0% vs Pro median
Litefuse
● PLATFORM72% similar
$199/mo Pro
+586% vs Pro median
Kayba
● PLATFORM71% similar
no public price
Retrace
● PLATFORM71% similar
$99/mo Pro
+241% vs Pro median
Agentcat
● PLATFORM71% similar
$90/mo Pro
+210% vs Pro median
Callimachus
● PLATFORM70% similar
no public price
AAgents5Ranked by similarity
The Context Company
● AGENT76% similar
$400/mo Pro
Hyperprobe
● AGENT73% similar
$99/mo Pro
AppendOnly
● AGENT71% similar
no public price
Deeptrace
● AGENT70% similar
no public price
Alibi
● AGENT70% similar
no public price
OOther3Ranked by similarity
Kalytera
● OTHER75% similar
no Pro plan
entry $49/mo
ZizkaDB
● OTHER74% similar
no public price
Failure Pattern Memory
● OTHER72% similar
no public price
AAPIs4Ranked by similarity
Archonics Instant Audit
● API72% similar
no public price
Agent Observability
● API71% similar
$50/mo Pro
Agenda Intelligence
● API70% similar
no public price
Invoket
● API70% similar
no public price
FFrameworks1Ranked by similarity
Agentrx Systematic Debugging F
● FRAMEWORK71% similar
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.