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Market around Vector Knowledge Base

Semantic search engine that transforms documents into an intelligent, searchable knowledge base using vector embeddings, clustering, and natural language queries.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Vector Knowledge Base · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Vector Knowledge Base doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
32nd pctile
36 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 3 of 5 providers priced · log scale · $49 → $499/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)Vector Knowledge Base has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Vector Knowledge Base'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
Vector Knowledge Basethis listing
● OTHER
no public price
FFrameworks2Ranked by similarity
Kappa Graph
● FRAMEWORK81% similar
no public price
Flexible Graphrag 2
● FRAMEWORK72% similar
no public price
MMCP servers12Ranked by similarity
Mcp Local Rag 2
● MCP75% similar
no public price
Sunbeam Memory
● MCP75% similar
no public price
KnowDrive MCP
● MCP74% similar
no public price
semdex
● MCP74% similar
no public price
Doc4d
● MCP73% similar
no public price
KN
Knowledge Base
● MCP72% similar
no public price
RAG Search MCP Server
● MCP72% similar
no public price
Cowork Semantic Search
● MCP72% similar
no public price
NotedThat
● MCP71% similar
no public price
MCP RAG Server
● MCP70% similar
no public price
Personal Knowledge-Base MCP Server
● MCP70% similar
no public price
talonic-mcp
● MCP70% similar
no public price
AAgents4Ranked by similarity
RAG Agent
● AGENT72% similar
no public price
KnowledgeDiver
● AGENT72% similar
no public price
Wrenai
● AGENT71% similar
no Pro plan
entry $179/mo
Archive Agent
● AGENT70% similar
no public price
AAPIs1Ranked by similarity
Moss
● API71% similar
no Pro plan
entry $30/mo

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.