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Market around AgentScars

An MCP-native shared cache of AI-agent failure patterns, including attempted dead ends, confirmed fixes, and retrieval counts. Agents can search, submit, confirm, and dispute scars through an MCP server or HTTP API.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AgentScars · Pro
No Pro plan
—
Pro-MCP server median
$42
across 6 priced MCP servers
vs Pro MCP servers
No comparison
AgentScars doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
34th pctile
9 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
MCP servers · Pro median
$42/mo
6 priced · $30.25–$51.69 mid 50%
Price spectrum · Pro plans · 8 of 13 providers priced · log scale · $15 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AgentScars has no comparable Pro price — not plotted

Products in this market

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

MMCP servers43Ranked by similarity
AgentScarsthis listing
● MCP
no public price
Prior
● MCP79% similar
no public price
Forecall Kb
● MCP78% similar
$29/mo Pro
-31% vs Pro median
Bhived
● MCP77% similar
no Pro plan
entry $13/mo
QianYuan Protocol
● MCP77% similar
no public price
Browseai Dev
● MCP76% similar
no public price
HasData MCP Server
● MCP75% similar
no public price
Pioneer
● MCP75% similar
no public price
Lodd Analytics
● MCP75% similar
no Pro plan
entry $11/mo
Younanix Memory MCP
● MCP75% similar
no public price
Danube
● MCP75% similar
$49.99/mo Pro
+19% vs Pro median
MemBridge
● MCP75% similar
no public price
Pond
● MCP75% similar
no public price
Evalgate
● MCP75% similar
no public price
Deskcrew Support
● MCP74% similar
$24.17/mo Pro
-42% vs Pro median
0mod
● MCP74% similar
no public price
Tools
● MCP74% similar
$39/mo Pro
-7% vs Pro median
AL
Alcove
● MCP74% similar
no public price
Taifoon Coordination Layer API
● MCP74% similar
no public price
Ninelayer
● MCP74% similar
$29/mo Pro
-31% vs Pro median
MCP URL Fetcher Server
● MCP74% similar
no public price
Pulpie MCP
● MCP74% similar
no public price
Snipget
● MCP74% similar
no Pro plan
entry $19/mo
deadends.dev
● MCP74% similar
no public price
API Test MCP
● MCP74% similar
no public price
fillin
● MCP74% similar
no public price
Yashwantsandey2000 Engram
● MCP74% similar
no Pro plan
entry $20/mo
NativePort
● MCP74% similar
no public price
workflow-mcp
● MCP74% similar
no public price
Firecrawl MCP Server
● MCP74% similar
no Pro plan
entry $19/mo
Hackmyip
● MCP74% similar
no public price
Mu
● MCP73% similar
no public price
HE
Hengyu Ada
● MCP73% similar
no public price
AgentBook MCP
● MCP73% similar
no public price
Ctx 5
● MCP73% similar
no public price
push-realm
● MCP73% similar
no public price
Agent Web Combo
● MCP73% similar
no public price
Mcp 2
● MCP73% similar
no public price
Knownissue
● MCP73% similar
no public price
Agent Vitals
● MCP73% similar
no public price
MCP Validation Server
● MCP73% similar
no public price
Edge Agents MCP Server
● MCP73% similar
$39/mo Pro
-7% vs Pro median
MemAuthority
● MCP73% similar
no public price
OOther2Ranked by similarity
AbuzzHive
● OTHER75% similar
no public price
NotWorking
● OTHER74% similar
no public price
PPlatforms3Ranked by similarity
Agent Tools by OpenKrill
● PLATFORM75% similar
$99/mo Pro
Kijito
● PLATFORM74% similar
$15/mo Pro
Aidress Agent
● PLATFORM73% similar
no public price
AAPIs2Ranked by similarity
MCP Server Quality Corpus
● API74% similar
no public price
attester.dev
● API74% 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.