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Market around Universal RAG

Open-source plugable RAG pipeline for ingesting text, files, URLs, audio, video, YouTube, and Google Drive content. Provides local embeddings, ChromaDB storage, semantic search, verifiable citations, REST API, CLI, and MCP server.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Universal RAG · Pro
No Pro plan
—
Pro-MCP server median
$29
across 5 priced MCP servers
vs Pro MCP servers
No comparison
Universal RAG doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
67th pctile
306 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$29/mo
5 priced · $29–$80 mid 50%
Price spectrum · Pro plans · 5 of 6 providers priced · log scale · $16 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Universal RAG has no comparable Pro price — not plotted

Products in this market

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

MMCP servers50Ranked by similarity
Universal RAGthis listing
● MCP
no public price
MCP RAG Server
● MCP80% similar
no public price
RAG as MCP
● MCP80% similar
no public price
search-gateway
● MCP79% similar
no public price
Vexicon
● MCP78% similar
no public price
BrainTube
● MCP78% similar
no public price
MemoryVault
● MCP78% similar
no public price
Search Memory MCP
● MCP78% similar
no public price
ryxell agent search
● MCP78% similar
no public price
MCP Hybrid RAG
● MCP77% similar
no public price
CO
Corpus
● MCP77% similar
no public price
Catalyst Labs MCP Tools
● MCP77% similar
no public price
RAG, Simplified
● MCP77% similar
no public price
Mcp Local Rag
● MCP77% similar
no public price
Daedra
● MCP77% similar
no public price
Space Frontiers
● MCP77% similar
no public price
Agent Fusion
● MCP76% similar
no public price
Marrine RAG MCP Server
● MCP76% similar
no public price
SearchHub
● MCP76% similar
no public price
Open Websearch
● MCP76% similar
no public price
SM
Smry Public Reader
● MCP76% similar
$80/mo Pro
+176% vs Pro median
LEANN .NET
● MCP76% similar
no public price
AeroSearch MCP
● MCP76% similar
no public price
rag-starter
● MCP75% similar
no public price
Local RAG MCP
● MCP75% similar
no public price
Fortemi
● MCP75% similar
no public price
Alpha Sense Developer
● MCP75% similar
no public price
Web Search
● MCP75% similar
no public price
Fetchive
● MCP75% similar
no public price
Sarvcrawl
● MCP75% similar
no Pro plan
entry $11/mo
MCP My Site
● MCP75% similar
no public price
CrawlEyes
● MCP75% similar
no public price
SearchMesh
● MCP75% similar
no public price
Consumer
● MCP75% similar
no public price
Toolbelt
● MCP75% similar
$29/mo Pro
0% vs Pro median
Quarry
● MCP75% similar
no public price
PL
Plexus Intelligence
● MCP75% similar
no public price
Knowledge Base Server
● MCP75% similar
no public price
Ceramic AI Search
● MCP74% similar
$99/mo Pro
+241% vs Pro median
AL
alexandria
● MCP74% similar
no public price
Airweave
● MCP74% similar
$16/mo Pro
-45% vs Pro median
Knowledge Raven
● MCP74% similar
$29/mo Pro
0% vs Pro median
Rukuma Dev
● MCP74% similar
no public price
Enterprise Context Retrieval
● MCP74% similar
no public price
Lano-enterprise-mcp
● MCP74% similar
no public price
MCPHybridRAG Server
● MCP74% similar
no public price
jupsearch-mcp
● MCP74% similar
no public price
Gigaxity Deep Research
● MCP74% similar
no public price
Company Brain
● MCP74% similar
no public price
KE
Ken
● MCP74% 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.