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Market around Ripple

An MCP server for Python repositories that provides coding agents with call graphs, caller and callee analysis, transitive impact analysis, call paths, and targeted pytest execution.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ripple · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Ripple doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
49th pctile
9 competing vendors
Comparable listings · 30d
Flat
limited data · 1 priced comparable
Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $10 → $49/mo
Agents MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)Ripple has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Ripple'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
Ripplethis listing
● MCP
no public price
code-intel
● MCP81% similar
no public price
Registree
● MCP81% similar
no public price
mcp-repo-devtools
● MCP81% similar
no public price
ripwire
● MCP81% similar
no public price
Corulix
● MCP79% similar
no public price
RepoImpact
● MCP78% similar
no public price
git-triage-mcp
● MCP78% similar
no public price
Python-e18e MCP
● MCP78% similar
no public price
Feinman
● MCP76% similar
no public price
Stateful Agent MCP
● MCP76% similar
no public price
jev-agent-tools
● MCP75% similar
no public price
Ark
● MCP75% similar
no public price
Vinvai
● MCP75% similar
no public price
Agent Env MCP
● MCP75% similar
no public price
Slimdex
● MCP75% similar
no public price
murphy-mcp
● MCP75% similar
no public price
Fnug
● MCP75% similar
no public price
Sourced.dev
● MCP75% similar
no public price
LayerMap
● MCP75% similar
no public price
Buggazi
● MCP75% similar
no Pro plan
entry $30/mo
pi-coffee
● MCP75% similar
no public price
lspyx
● MCP75% similar
no public price
AADC MCP
● MCP74% similar
no public price
CodeDiver
● MCP74% similar
no public price
code-index
● MCP74% similar
no public price
CleanSlop
● MCP74% similar
$49/mo Pro
Basemind
● MCP74% similar
no public price
readfirst
● MCP74% similar
no public price
DepTime
● MCP74% similar
no public price
Agentmako
● MCP74% similar
no public price
Codeinterpreter
● MCP74% similar
no public price
CodeExplain
● MCP73% similar
no public price
MCP Review Board
● MCP73% similar
no public price
AAgents9Ranked by similarity
AI Agent
● AGENT76% similar
no public price
RepoSleuth
● AGENT76% similar
no public price
Minicode Agent
● AGENT75% similar
no public price
HUI harness
● AGENT75% similar
no public price
Bootdev Ai Agent
● AGENT74% similar
no public price
Gitwhy 2
● AGENT73% similar
no public price
Cleanslate
● AGENT73% similar
$10/mo Pro
Flint Agent
● AGENT73% similar
no public price
zzcode
● AGENT73% similar
no public price
PPlatforms3Ranked by similarity
mech-council
● PLATFORM75% similar
no public price
Morph
● PLATFORM74% similar
$2.50 usage Pro
not monthly-comparable
Relay
● PLATFORM74% similar
$15/mo Pro
FFrameworks2Ranked by similarity
Ecc
● FRAMEWORK75% similar
$19/mo Pro
Cohorte Engine
● FRAMEWORK75% similar
no public price
OOther2Ranked by similarity
agent-arch
● OTHER74% similar
no public price
The-QA-Skill
● OTHER74% 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.