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Market around Siftwise

Open-source, self-hosted test impact analysis and failure triage for agent-driven CI. It selects affected tests, records JUnit results, identifies regressions and flaky failures, and provides an MCP server for coding agents.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Siftwise · Pro
No Pro plan
—
Pro-MCP server median
$199
across 3 priced MCP servers
vs Pro MCP servers
No comparison
Siftwise doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
53rd pctile
139 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$199/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 5 of 9 providers priced · log scale · $15 → $199/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Siftwise has no comparable Pro price — not plotted

Products in this market

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

MMCP servers34Ranked by similarity
Siftwisethis listing
● MCP
no public price
TestHeal
● MCP79% similar
no public price
code-intel
● MCP78% similar
no public price
cint MCP Server
● MCP77% similar
no public price
LayerMap
● MCP77% similar
no public price
ripwire
● MCP76% similar
no public price
Ripplet
● MCP75% similar
no public price
logdigest
● MCP74% similar
no public price
Uiverify
● MCP74% similar
$199/mo Pro
0% vs Pro median
Jev Agent Quality
● MCP74% similar
no public price
Fixter
● MCP74% similar
no Pro plan
entry $22/mo
Chronos-Agent
● MCP73% similar
no public price
JevAI-MCP
● MCP73% similar
no public price
Forja MCP
● MCP73% similar
no public price
corbel
● MCP73% similar
no public price
DevContext
● MCP73% similar
no public price
Errors
● MCP72% similar
no public price
Ripple
● MCP72% similar
no public price
Fnug
● MCP72% similar
no public price
Opentester
● MCP72% similar
no public price
Qodo Agentic Toolbox
● MCP72% similar
no public price
Noulette
● MCP71% similar
no public price
Test Results MCP Server
● MCP71% similar
no public price
Corulix
● MCP71% similar
no public price
Mk Family
● MCP71% similar
no public price
Revelara
● MCP71% similar
$99/mo Pro
-50% vs Pro median
Vouch
● MCP71% similar
no public price
Jev Judge MCP
● MCP71% similar
no public price
Pinafly Uat
● MCP71% similar
$17.5/mo Pro
-91% vs Pro median
Roam Code
● MCP71% similar
no public price
covdbg
● MCP71% similar
no Pro plan
entry $12/mo
HypAware Plugin
● MCP71% similar
no public price
BlastCode
● MCP70% similar
no public price
4DA MCP Server
● MCP70% similar
no public price
OOther6Ranked by similarity
The-QA-Skill
● OTHER80% similar
no public price
Eval Skills
● OTHER74% similar
no public price
Swe Touch
● OTHER73% similar
no public price
fakegreen
● OTHER72% similar
no public price
LI
linejudge
● OTHER71% similar
no public price
cueloop
● OTHER71% similar
no public price
PPlatforms4Ranked by similarity
Fiveonefour
● PLATFORM73% similar
no public price
TestMyVibes
● PLATFORM71% similar
$25/mo Pro
Morph
● PLATFORM71% similar
no Pro plan
entry $20/mo
Puppet Master
● PLATFORM70% similar
no public price
AAgents6Ranked by similarity
AX Check
● AGENT73% similar
no public price
Belay
● AGENT72% similar
no public price
WTF
● AGENT72% similar
no public price
Circleci Chunk
● AGENT72% similar
no Pro plan
entry $15/mo
Koda 3
● AGENT71% similar
no public price
CodSpeed
● AGENT71% similar
$15/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.