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Market around MCP Server RAG

An open-source Model Context Protocol server built with Python and FastMCP. It provides AI agents and LLM clients with document chunking, embeddings, knowledge-base indexing, hybrid retrieval, and context injection.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
MCP Server RAG · Pro
No Pro plan
—
Pro-MCP server median
$29
across 7 priced MCP servers
vs Pro MCP servers
No comparison
MCP Server RAG doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
63rd pctile
283 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$29/mo
7 priced · $29–$46.5 mid 50%
Price spectrum · Pro plans · 8 of 11 providers priced · log scale · $20 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)MCP Server RAG has no comparable Pro price — not plotted

Products in this market

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

MMCP servers41Ranked by similarity
MCP Server RAGthis listing
● MCP
no public price
RAG as MCP
● MCP79% similar
no public price
LanceDB Search MCP
● MCP79% similar
no public price
Fortemi
● MCP78% similar
no public price
Knowledge Base Server
● MCP77% similar
no public price
Songofhawk Doco
● MCP77% similar
no public price
OneDroid Engram
● MCP76% similar
no public price
Wikexa
● MCP76% similar
no public price
AgentBase
● MCP76% similar
no public price
RAG MCP Lab
● MCP75% similar
no public price
aichallenge-rag
● MCP75% similar
no public price
Synaptic Memory
● MCP75% similar
no public price
MaxGraph
● MCP75% similar
no public price
Blopus
● MCP75% similar
$29/mo Pro
0% vs Pro median
kb
● MCP75% similar
no public price
wicked-estate
● MCP75% similar
no public price
Tencent Lexiang Knowledge Base MCP Skill
● MCP75% similar
no public price
Contextmcp
● MCP75% similar
no public price
Icx
● MCP74% similar
$29/mo Pro
0% vs Pro median
paid-mcp-gate
● MCP74% similar
no public price
Toolbelt
● MCP74% similar
$29/mo Pro
0% vs Pro median
Sarvcrawl
● MCP74% similar
no Pro plan
entry $11/mo
Fodda MCP
● MCP74% similar
50 usage Pro
not monthly-comparable
MCAI Knowledge
● MCP73% similar
no public price
Matryoshka
● MCP73% similar
no public price
Agentic-KB
● MCP73% similar
no public price
Outline
● MCP73% similar
no public price
Knowledge Raven
● MCP73% similar
$29/mo Pro
0% vs Pro median
Alpha Sense Developer
● MCP73% similar
no public price
MCP Toolserver
● MCP73% similar
no public price
Matryoshka
● MCP73% similar
no public price
Wiki RAG MCP
● MCP73% similar
no public price
Engram + Karpathy LLM Wiki
● MCP73% similar
no public price
Space Frontiers
● MCP73% similar
$20/mo Pro
-31% vs Pro median
PKB
● MCP73% similar
no public price
Document
● MCP73% similar
no public price
Agentgraph
● MCP72% similar
no public price
Aegis Sovereign
● MCP72% similar
no public price
Liminary
● MCP72% similar
$29/mo Pro
0% vs Pro median
PaperBotAI
● MCP72% similar
$99/mo Pro
+241% vs Pro median
CliDeck MCP
● MCP72% similar
no public price
FFrameworks2Ranked by similarity
Flexible Graphrag 2
● FRAMEWORK79% similar
no public price
Kappa Graph
● FRAMEWORK77% similar
no public price
PPlatforms6Ranked by similarity
Kapa
● PLATFORM77% similar
no public price
Knowledge Hub
● PLATFORM76% similar
no public price
AgentWiki
● PLATFORM74% similar
no public price
Wire
● PLATFORM73% similar
$20/mo Pro
Cortex
● PLATFORM73% similar
no Pro plan
entry $20/mo
Akyn Ai
● PLATFORM73% similar
no public price
OOther1Ranked by similarity
Kmm Plugin
● OTHER73% 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.