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Market around Galmuri

Open-source Python framework for ingesting documents and serving RAG-ready search through MCP, HTTP, gRPC, and CLI interfaces. Supports document processing, embeddings, vector storage, and access controls.

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Explore the market

Prices and medians update for the tier you select.

Compare at
Galmuri · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Galmuri doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
36th pctile
53 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$45.75/mo
6 priced · $22.25–$75.63 mid 50%
Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $16 → $83/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)Galmuri has no comparable Pro price — not plotted

Products in this market

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

OOther2Ranked by similarity
Galmurithis listing
● OTHER
no public price
llm-abyss
● OTHER71% similar
no public price
FFrameworks3Ranked by similarity
Flexible Graphrag
● FRAMEWORK77% similar
no public price
Agentic Rag
● FRAMEWORK71% similar
no public price
mcp-methods
● FRAMEWORK70% similar
no public price
MMCP servers18Ranked by similarity
Ragfeed
● MCP76% similar
no public price
Local Faiss
● MCP74% similar
no public price
RAG as MCP
● MCP73% similar
no public price
Pageindex
● MCP73% similar
no public price
Airweave
● MCP73% similar
$16/mo Pro
-65% vs Pro median
VeloxRAG
● MCP72% similar
no public price
Transform
● MCP72% similar
no public price
Agentic-RAG-MCP
● MCP71% similar
no public price
Silk
● MCP71% similar
no public price
CiteDock
● MCP71% similar
no public price
MCP Documentation
● MCP71% similar
no public price
Gemina
● MCP71% similar
$25/mo Pro
-45% vs Pro median
MCP Toolserver
● MCP71% similar
no public price
Sarvcrawl
● MCP71% similar
no Pro plan
entry $11/mo
GenPark BM25 Sparse Lexical Inverted Indexer Skill
● MCP71% similar
no public price
Agent Systems
● MCP70% similar
no public price
MCP RAG Server
● MCP70% similar
no public price
Jina AI
● MCP70% similar
no public price
AAPIs1Ranked by similarity
Tavily Search
● API71% similar
$30/mo Pro

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.