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Market around vectorsearch

An MCP server and CLI that stores text in Qdrant and retrieves relevant entries through plain-language similarity queries. It provides qdrant-store and qdrant-find tools with local, deterministic embeddings.

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Explore the market

Prices and medians update for the tier you select.

Compare at
vectorsearch · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
vectorsearch doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
30th pctile
39 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$22.5/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 4 providers priced · log scale · $4 → $500/mo
MCP servers◻ shaded = middle 50% · line = median (all types)vectorsearch has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches vectorsearch'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
vectorsearchthis listing
● OTHER
no public price
MMCP servers13Ranked by similarity
CiteDock
● MCP76% similar
no public price
Qdrant MCP Server
● MCP75% similar
no public price
Vexicon
● MCP74% similar
no public price
mcp_rag
● MCP73% similar
no public price
AsterMind MCP
● MCP73% similar
no public price
MCP Server Qdrant
● MCP72% similar
no public price
Obsidian Graph
● MCP71% similar
no public price
AI Memory MCP
● MCP71% similar
no public price
Toolbelt
● MCP71% similar
$29/mo Pro
+29% vs Pro median
Knowledge Base Server
● MCP71% similar
no public price
Vector DB MCP
● MCP71% similar
no public price
Obsidian Semantic MCP
● MCP71% similar
no public price
Keepygaga RAG
● MCP70% similar
no public price
AAgents1Ranked by similarity
Adk Mcp Rag
● AGENT72% 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.