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Market around citegraph

A read-only MCP server and CLI that indexes Python repositories into an evidence-tagged code graph. AI coding assistants can query callers, callees, call paths, imports, and configuration usages with path:line citations and confidence scores.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
citegraph · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
citegraph doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
64th pctile
18 competing vendors
Comparable listings · 30d
Flat
driven by graphmind $10.43→$10.14
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $19 → $50/mo
MCP servers◻ shaded = middle 50% · line = median (all types)citegraph has no comparable Pro price — not plotted

Products in this market

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

MMCP servers48Ranked by similarity
citegraphthis listing
● MCP
no public price
Codehelper
● MCP82% similar
no public price
CI
CICADA
● MCP81% similar
no public price
DeltaContext
● MCP80% similar
no public price
AtlasBrain
● MCP79% similar
no public price
Graphmind
● MCP78% similar
$19/mo Pro
Bridger
● MCP78% similar
no public price
Cortex
● MCP78% similar
no public price
Mcp Ragex
● MCP78% similar
no public price
CodeAtlas
● MCP77% similar
no public price
Leankg
● MCP77% similar
no public price
Sourcelens
● MCP77% similar
no public price
Codebase Memory
● MCP77% similar
no public price
Rune
● MCP77% similar
no public price
RT
Rta-Smriti Brain
● MCP77% similar
no public price
Astra
● MCP76% similar
no public price
Octocode
● MCP76% similar
$50/mo Pro
mysid
● MCP76% similar
no public price
orbitkb
● MCP76% similar
no public price
repodigest-mcp
● MCP76% similar
no public price
Amdb
● MCP76% similar
no public price
Trace
● MCP76% similar
no public price
Reliary
● MCP76% similar
no public price
trace
● MCP75% similar
no public price
LAIN
● MCP75% similar
no public price
Roam Code
● MCP75% similar
no Pro plan
entry $2500/mo
siftr
● MCP75% similar
no public price
Git Mimir
● MCP75% similar
no public price
Context Engine
● MCP75% similar
no public price
Lybrary
● MCP75% similar
no public price
SCS
● MCP75% similar
no public price
Srclight
● MCP75% similar
no public price
World Model MCP
● MCP75% similar
no public price
Euthynos
● MCP75% similar
no public price
wryneck
● MCP75% similar
no public price
Lybrary 2
● MCP74% similar
no public price
RagPilot
● MCP74% similar
no public price
mentu-navigator
● MCP74% similar
no public price
CGIS (Code Graph Intelligence System)
● MCP74% similar
no public price
Remembrallmcp
● MCP74% similar
no public price
Sanjaya
● MCP74% similar
no public price
Gnosis
● MCP73% similar
no public price
Sippion
● MCP73% similar
no public price
Symvanta
● MCP73% similar
$29/mo Pro
Corulix
● MCP73% similar
no public price
Rtfm
● MCP73% similar
no public price
Zoekt
● MCP73% similar
no public price
Treeweft
● MCP73% similar
no public price
OOther2Ranked by similarity
sot-graph
● OTHER78% similar
no public price
Agent Project Intelligence
● OTHER76% 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.