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Market around RAG MCP Lab

An open-source MCP server for document retrieval. It provides semantic search over a knowledge base and optional LLM-generated answers with source citations, supporting custom Markdown documents and local or deployed use.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
RAG MCP Lab · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
RAG MCP Lab doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
45th pctile
92 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $29 → $249/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)RAG MCP Lab has no comparable Pro price — not plotted

Products in this market

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

MMCP servers31Ranked by similarity
RAG MCP Labthis listing
● MCP
no public price
etAI
● MCP80% similar
no public price
NotedThat
● MCP78% similar
no public price
Wiki RAG MCP
● MCP78% similar
no public price
Rover
● MCP76% similar
no public price
DeepSearch
● MCP75% similar
no public price
Personal Knowledge-Base MCP Server
● MCP75% similar
no public price
ResearchMind MCP
● MCP74% similar
no public price
KN
Knowledge Base
● MCP74% similar
no public price
okbase
● MCP73% similar
no public price
Kept
● MCP73% similar
no public price
semdex
● MCP73% similar
no public price
Caos Cerebro
● MCP73% similar
no public price
Alexandria
● MCP73% similar
no public price
Web MCP Server
● MCP73% similar
no public price
SVDB MCP
● MCP72% similar
no public price
mcp-retrieval
● MCP72% similar
no public price
Obsidian Graph
● MCP72% similar
no public price
Botbrowser
● MCP72% similar
$29/mo Pro
Agent Fusion
● MCP72% similar
no public price
Daftari
● MCP72% similar
no public price
Ninjadoc
● MCP72% similar
$25 usage Pro
not monthly-comparable
Sunbeam Memory
● MCP71% similar
no public price
Webdocs
● MCP71% similar
no public price
RAG-MCP
● MCP71% similar
no public price
Knowledge Base
● MCP71% similar
no public price
AL
alexandria
● MCP71% similar
no public price
KnowDrive MCP
● MCP71% similar
no public price
aichallenge-rag
● MCP70% similar
no public price
Gnosis MCP
● MCP70% similar
no public price
Lochless
● MCP70% similar
no public price
AAgents8Ranked by similarity
KnowledgeAgent
● AGENT78% similar
no public price
RAG Agent
● AGENT76% similar
no public price
KaaS
● AGENT74% similar
no public price
Techdocs Agent
● AGENT74% similar
no public price
Root Kg
● AGENT73% similar
no public price
Jarvis RAG Local
● AGENT71% similar
no public price
Elephas
● AGENT71% similar
$29/mo Pro
Qbrin
● AGENT70% similar
no public price
OOther3Ranked by similarity
Vector Knowledge Base
● OTHER76% similar
no public price
QMD
● OTHER74% similar
no public price
Vectrize
● OTHER73% similar
no public price
FFrameworks2Ranked by similarity
Kappa Graph
● FRAMEWORK73% similar
no public price
Semantic Skill Kit
● FRAMEWORK70% similar
no public price
PPlatforms1Ranked by similarity
notebook
● 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.