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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
$89
across 8 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
80th pctile
305 strong substitutes
Price momentum · 30d
+1.9%
MCP servers · Pro median
$89/mo
8 priced · $35.5–$99 mid 50%
APIs · Pro median
$49.99/mo
1 priced · $49.99–$49.99 mid 50%
Price spectrum · Pro plans · 6 of 10 providers priced · log scale · $24.17 → $99/mo
MCP servers APIs◻ 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 servers47Ranked by relevance
AgentScarsthis listing
● MCP · relevance 100%
no public price
Prior
● MCP · relevance 79%
no public price
bhived
● MCP · relevance 77%
no Pro plan
entry $13/mo
browseai_dev
● MCP · relevance 76%
no public price
HasData MCP Server
● MCP · relevance 75%
no public price
lodd_analytics
● MCP · relevance 75%
no Pro plan
entry $12/mo
Younanix Memory MCP
● MCP · relevance 75%
no public price
Danube
● MCP · relevance 75%
no public price
wigolo_2026
● MCP · relevance 75%
no public price
MemBridge
● MCP · relevance 75%
no public price
Pond
● MCP · relevance 75%
no public price
evalgate_mcp
● MCP · relevance 75%
no public price
deskcrew_support
● MCP · relevance 74%
$24.17/mo Pro
-73% vs Pro median
0mod_mcp_server
● MCP · relevance 74%
no public price
tools
● MCP · relevance 74%
$39/mo Pro
-56% vs Pro median
ninelayer
● MCP · relevance 74%
no public price
snipget
● MCP · relevance 74%
no Pro plan
entry $19/mo
deadends.dev
● MCP · relevance 74%
no public price
fillin
● MCP · relevance 74%
no public price
workflow-mcp
● MCP · relevance 74%
no public price
hackmyip
● MCP · relevance 74%
no public price
mu
● MCP · relevance 73%
no public price
ctx_5
● MCP · relevance 73%
no public price
push-realm
● MCP · relevance 73%
no public price
Agent Web Combo
● MCP · relevance 73%
no public price
mcp_2
● MCP · relevance 73%
no public price
knownissue
● MCP · relevance 73%
no public price
searchstack
● MCP · relevance 73%
$99/mo Pro
+11% vs Pro median
atlaso
● MCP · relevance 73%
no public price
Nimble MCP Server
● MCP · relevance 73%
no public price
AG
Agent Beck
● MCP · relevance 73%
no public price
crawlforge-mcp
● MCP · relevance 73%
$99/mo Pro
+11% vs Pro median
AllMCPs Server
● MCP · relevance 73%
no public price
DO
Docfork
● MCP · relevance 73%
no public price
UseAgents
● MCP · relevance 73%
no public price
mcp_x402
● MCP · relevance 73%
no Pro plan
entry $10/mo
a2asearch_mcp
● MCP · relevance 73%
no public price
tani
● MCP · relevance 73%
no public price
HF MCP Server
● MCP · relevance 73%
no public price
ace_memory
● MCP · relevance 72%
no public price
humaux_memory
● MCP · relevance 72%
no public price
witnessd_mcp
● MCP · relevance 72%
no public price
ai_business_mcp_server
● MCP · relevance 72%
no public price
search1api_mcp
● MCP · relevance 72%
$99/mo Pro
+11% vs Pro median
Sofya
● MCP · relevance 72%
no public price
one_search_mcp
● MCP · relevance 72%
no public price
Desearch AI
● MCP · relevance 72%
no public price
PPlatforms1Ranked by relevance
Aidress Agent
● PLATFORM · relevance 73%
no public price
FFrameworks1Ranked by relevance
factorly
● FRAMEWORK · relevance 73%
no public price
AAPIs1Ranked by relevance
adaptiverecall
● API · relevance 72%
$49.99/mo Pro

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.