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Market around RAG, Simplified

An open-source interactive RAG lab and hybrid retrieval engine with dense search, BM25, RRF fusion, cross-encoder reranking, a web UI, FastAPI server, and MCP server for agent queries.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
RAG, Simplified · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
RAG, Simplified doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
46th pctile
92 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$55/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 5 providers priced · log scale · $19.99 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)RAG, Simplified has no comparable Pro price — not plotted

Products in this market

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

OOther1Ranked by similarity
RAG, Simplifiedthis listing
● OTHER
no public price
MMCP servers49Ranked by similarity
Agent Systems
● MCP82% similar
no public price
KE
Ken
● MCP82% similar
no public price
MCP Hybrid RAG
● MCP81% similar
no public price
RAG as MCP
● MCP78% similar
no public price
Mcp Local Rag
● MCP77% similar
no public price
SearchHub
● MCP77% similar
no public price
Open Websearch
● MCP76% similar
no public price
Marrine RAG MCP Server
● MCP75% similar
no public price
Codesearch
● MCP75% similar
no public price
Search Memory MCP
● MCP75% similar
no public price
Daedra
● MCP75% similar
no public price
search-gateway
● MCP75% similar
no public price
MCP My Site
● MCP75% similar
no public price
ryxell agent search
● MCP74% similar
no public price
Neurobird Search
● MCP74% similar
no public price
AeroSearch MCP
● MCP74% similar
no public price
Qianxv Search MCP
● MCP74% similar
no public price
Vexicon
● MCP73% similar
no public price
websearch-ring
● MCP73% similar
no public price
Smart Web Search MCP
● MCP73% similar
no Pro plan
entry $1000/mo
Space Frontiers
● MCP73% similar
$20/mo Pro
-64% vs Pro median
Gnosis MCP
● MCP73% similar
no public price
SearchMesh
● MCP73% similar
no public price
Web Search
● MCP73% similar
no public price
Quarry
● MCP72% similar
no public price
jupsearch-mcp
● MCP72% similar
no public price
MCP-Powered Agentic RAG
● MCP72% similar
no public price
LocalGate
● MCP72% similar
no public price
Web
● MCP72% similar
no public price
Pplx Custom
● MCP72% similar
no public price
SM
Smry Public Reader
● MCP71% similar
$80/mo Pro
+45% vs Pro median
Enterprise Context Retrieval
● MCP71% similar
no public price
LEANN .NET
● MCP71% similar
no public price
free-search-mcp-ts
● MCP71% similar
no public price
Hybrid RAG MCP
● MCP71% similar
no public price
Local RAG MCP
● MCP71% similar
no public price
Mcp Retrieval Probe
● MCP71% similar
no public price
AgentSearch MCP
● MCP71% similar
no public price
RAGBox Core
● MCP71% similar
no public price
AsterMind MCP
● MCP71% similar
no public price
mcp_rag
● MCP71% similar
no public price
Rukuma Dev
● MCP71% similar
no public price
Web Search
● MCP70% similar
no public price
GenPark BM25 Sparse Lexical Inverted Indexer Skill
● MCP70% similar
no public price
Searchpipe
● MCP70% similar
$19.99/mo Pro
-64% vs Pro median
Asdecided
● MCP70% similar
no public price
VeloxRAG
● MCP70% similar
no public price
Search1api
● MCP70% similar
$99/mo Pro
+80% vs Pro median
Kimi Tools MCP
● MCP70% 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.