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Market around LightRAG Memory MCP

An MCP server that connects AI coding agents, including Claude Code and Codex, to LightRAG knowledge bases for fast memory search. It returns source notes, entities, and relations without requiring LLM-generated answers.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
LightRAG Memory MCP · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
LightRAG Memory MCP doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
69th pctile
206 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 1 of 2 providers priced · log scale · $19 → $19/mo
MCP servers◻ shaded = middle 50% · line = median (all types)LightRAG Memory MCP has no comparable Pro price — not plotted

Products in this market

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

OOther7Ranked by similarity
LightRAG Memory MCPthis listing
● OTHER
no public price
freesearchx
● OTHER76% similar
no public price
codealmanac
● OTHER74% similar
no public price
Reflex
● OTHER73% similar
no public price
chatcrystal
● OTHER73% similar
no public price
CodebaseRAG
● OTHER73% similar
no public price
paper_read_skill
● OTHER72% similar
no public price
MMCP servers38Ranked by similarity
remembrallmcp
● MCP80% similar
no public price
rtfm
● MCP77% similar
no public price
Gus
● MCP77% similar
no public price
Calyx MCP
● MCP77% similar
no public price
codescout
● MCP77% similar
no public price
locus
● MCP76% similar
no public price
RagPilot
● MCP76% similar
no public price
lybrary
● MCP75% similar
no public price
Rune
● MCP75% similar
no public price
awareness_local
● MCP75% similar
no public price
world_model_mcp
● MCP75% similar
no public price
byteaskai
● MCP74% similar
no public price
sirro
● MCP74% similar
$19/mo Pro
lybrary_2
● MCP74% similar
no public price
vibe_coder_mcp
● MCP74% similar
no public price
mindkeg_mcp
● MCP74% similar
no public price
opencode_history_mcp
● MCP74% similar
no public price
roam_code
● MCP74% similar
no Pro plan
entry $2500/mo
Friday
● MCP74% similar
no public price
srclight
● MCP74% similar
no public price
agents_remember
● MCP74% similar
no public price
Memex
● MCP74% similar
no public price
deadends.dev
● MCP74% similar
no public price
AgentBay
● MCP73% similar
no public price
codehelper
● MCP73% similar
no public price
wryneck
● MCP73% similar
no public price
LAIN
● MCP73% similar
no public price
Memwyre MCP Server
● MCP73% similar
no public price
octocode
● MCP73% similar
no public price
CogMemory MCP Server
● MCP73% similar
no public price
MemoryAI
● MCP73% similar
no public price
gnosis_mcp
● MCP73% similar
no public price
World Model MCP
● MCP72% similar
no public price
siftr
● MCP72% similar
no public price
deeplucid3d_mcp
● MCP72% similar
no public price
CICADA
● MCP72% similar
no public price
amdb
● MCP72% similar
no public price
Kazam
● MCP72% similar
no public price
PPlatforms2Ranked by similarity
Routed
● PLATFORM73% similar
no public price
callimachus
● PLATFORM72% similar
no public price
FFrameworks2Ranked by similarity
sp_context
● FRAMEWORK73% similar
no public price
pact
● FRAMEWORK73% similar
no public price
AAgents1Ranked by similarity
squadcoder
● AGENT73% similar
no public price

Thin market — few comparable priced products; treat statistics as indicative.