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Market around rag-starter

Open-source local RAG service that indexes PDFs, Markdown, and text into ChromaDB, returning traceable citations. Exposes MCP tools for Claude and other hosts plus a FastAPI HTTP API.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
rag-starter · Pro
No Pro plan
—
Pro-MCP server median
$49
across 3 priced MCP servers
vs Pro MCP servers
No comparison
rag-starter doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
48th pctile
19 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
MCP servers · Pro median
$49/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $20 → $80/mo
MCP servers◻ shaded = middle 50% · line = median (all types)rag-starter has no comparable Pro price — not plotted

Products in this market

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

MMCP servers44Ranked by similarity
rag-starterthis listing
● MCP
no public price
OpenCode Document RAG MCP
● MCP84% similar
no public price
MCP Documentation
● MCP80% similar
no public price
MCP RAG Server
● MCP79% similar
no public price
CiteDock
● MCP78% similar
no public price
Papyrus
● MCP77% similar
no public price
DocSift
● MCP77% similar
no public price
Marrine RAG MCP Server
● MCP76% similar
no public price
Keepygaga RAG
● MCP76% similar
no public price
Mcp Documentation
● MCP75% similar
no public price
Gnosis MCP
● MCP75% similar
no public price
Local Research Library MCP
● MCP74% similar
no public price
LittleLibrary
● MCP74% similar
no public price
OCR MCP
● MCP74% similar
no public price
Local RAG MCP
● MCP74% similar
no public price
PennyOCR MCP
● MCP73% similar
no public price
Agent Fusion
● MCP73% similar
no public price
Space Frontiers
● MCP73% similar
$20/mo Pro
-59% vs Pro median
MintPDF
● MCP73% similar
no Pro plan
entry $19/mo
markdown-memory
● MCP73% similar
no public price
kb
● MCP73% similar
no public price
Markdown Locker
● MCP73% similar
no public price
Knowledge Base
● MCP73% similar
no public price
SM
Smry Public Reader
● MCP73% similar
$80/mo Pro
+63% vs Pro median
Citepath
● MCP72% similar
no public price
KruschFS MCP
● MCP72% similar
no public price
officegrep
● MCP72% similar
no public price
Ragfeed
● MCP72% similar
no public price
ytpMD
● MCP72% similar
no public price
semdex
● MCP71% similar
no public price
etAI
● MCP71% similar
no public price
Docs Search MCP
● MCP71% similar
no public price
Synapse Vault
● MCP71% similar
no public price
Paper Reader MCP
● MCP71% similar
no public price
Vexicon
● MCP71% similar
no public price
RAG Search MCP Server
● MCP71% similar
no public price
Farr Cite
● MCP71% similar
no public price
Zotseek
● MCP71% similar
no public price
llmtomd
● MCP71% similar
$49/mo Pro
0% vs Pro median
Personal Knowledge-Base MCP Server
● MCP71% similar
no public price
Cowork Semantic Search
● MCP70% similar
no public price
SUMIPDF
● MCP70% similar
no public price
research-agent
● MCP70% similar
no public price
Trove
● MCP70% similar
no public price
AAgents4Ranked by similarity
Citelocal Agent
● AGENT73% similar
no public price
semquery
● AGENT71% similar
no public price
Techdocs Agent
● AGENT71% similar
no public price
Plato's Disciple
● AGENT71% similar
no public price
OOther2Ranked by similarity
Vectrize
● OTHER73% similar
no public price
QMD
● OTHER71% 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.