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Market around Serena

An open-source MCP toolkit that gives coding agents semantic code retrieval, editing, refactoring, and debugging tools at the symbol level. It integrates with MCP-compatible clients and LLMs.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Serena · Pro
No Pro plan
—
Pro-MCP server median
$99
across 3 priced MCP servers
vs Pro MCP servers
No comparison
Serena doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
70th pctile
210 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$99/mo
3 priced · $59–$199 mid 50%
Price spectrum · Pro plans · 2 of 5 providers priced · log scale · $19 → $299/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Serena has no comparable Pro price — not plotted

Products in this market

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

MMCP servers40Ranked by similarity
Serenathis listing
● MCP
no public price
codegraff
● MCP87% similar
no public price
Girder
● MCP81% similar
no public price
Malong LiuHe
● MCP81% similar
no public price
toke_local
● MCP79% similar
no public price
ctxo
● MCP78% similar
no public price
gortex
● MCP77% similar
no public price
agent_tool
● MCP77% similar
no public price
clangaroo
● MCP77% similar
no public price
Needle
● MCP77% similar
no public price
project_mapper
● MCP77% similar
no public price
loci
● MCP76% similar
no public price
mcp_debugger_2
● MCP75% similar
no public price
sense
● MCP75% similar
no public price
pluck
● MCP75% similar
no public price
minh_gkg
● MCP75% similar
no public price
coding-agents-mcp
● MCP75% similar
no public price
Prior
● MCP74% similar
no public price
arbor
● MCP74% similar
no public price
STEM Agent
● MCP74% similar
$19/mo Pro
-81% vs Pro median
aptu-coder
● MCP74% similar
no public price
witwiki
● MCP74% similar
$299/mo Pro
+202% vs Pro median
Gread
● MCP74% similar
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP74% similar
no public price
patchloom
● MCP73% similar
no public price
TokRepo MCP Server
● MCP73% similar
no public price
codetree
● MCP73% similar
no public price
OpenCode MCP Orchestrator
● MCP73% similar
no public price
SP
SpecLock - AI Constraint Engine
● MCP73% similar
no Pro plan
entry $10/mo
Giljo HQ
● MCP73% similar
no public price
codesearch
● MCP73% similar
no public price
mxlore
● MCP73% similar
no Pro plan
entry $459/mo
Scalpel
● MCP73% similar
no public price
reporelay
● MCP73% similar
no public price
memorysync_docs
● MCP73% similar
no Pro plan
entry $10/mo
m1nd
● MCP73% similar
no public price
slimdex
● MCP72% similar
no public price
Model Context Protocol Servers
● MCP72% similar
no public price
LambdaMOO MCP
● MCP72% similar
no public price
NE
Neural Graph Mapper
● MCP72% similar
no public price
AAgents6Ranked by similarity
dirge
● AGENT76% similar
no public price
Keen Code
● AGENT76% similar
no public price
fx
● AGENT75% similar
no public price
codentis
● AGENT73% similar
no public price
Sonderr
● AGENT73% similar
no public price
pi
● AGENT73% similar
no public price
FFrameworks2Ranked by similarity
pi-coding-agent
● FRAMEWORK73% similar
no public price
mcpify
● FRAMEWORK73% similar
no public price
OOther1Ranked by similarity
Maintainer Skills Lab
● OTHER73% similar
no public price
PPlatforms1Ranked by similarity
morph
● PLATFORM73% 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.