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Market around vector_mcp

Production-grade MCP server for integrating vector databases (ChromaDB, Couchbase, MongoDB, Qdrant, PGVector) into AI agents. Supports RAG workflows with action-routed tools and enterprise security.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Vector Mcp · Pro
No Pro plan
—
Pro-MCP server median
$24.5
across 6 priced MCP servers
vs Pro MCP servers
No comparison
Vector Mcp doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
20th pctile
13 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$24.5/mo
6 priced · $19.25–$34.25 mid 50%
Platforms · Pro median
$129/mo
1 priced · $129–$129 mid 50%
Other · Pro median
$212/mo
2 priced · $142–$281 mid 50%
Price spectrum · Pro plans · 7 of 10 providers priced · log scale · $14.99 → $129/mo
MCP servers Platforms Other◻ shaded = middle 50% · line = median (all types)Vector Mcp has no comparable Pro price — not plotted

Products in this market

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

MMCP servers38Ranked by relevance
vector_mcpthis listing
● MCP · relevance 100%
no public price
qdrant_loader
● MCP · relevance 73%
no public price
PlanetGraph
● MCP · relevance 72%
no public price
claude_qdrant_mcp
● MCP · relevance 71%
no public price
thingd
● MCP · relevance 69%
no public price
mcp_server_arangodb
● MCP · relevance 69%
no public price
VE
vector
● MCP · relevance 69%
no public price
james_esah_ultramemory
● MCP · relevance 69%
$29/mo Pro
+18% vs Pro median
db_mcp
● MCP · relevance 68%
no public price
octoquery
● MCP · relevance 67%
no public price
metabase_ai_assistant
● MCP · relevance 67%
no public price
agentdb
● MCP · relevance 67%
no public price
mongodb_mcp_server
● MCP · relevance 67%
no public price
gdal_mcp
● MCP · relevance 67%
no public price
Jina AI
● MCP · relevance 67%
no public price
SvgverseAI — The AI Vector Generator
● MCP · relevance 67%
$36/mo Pro
+47% vs Pro median
schemacrawler_ai
● MCP · relevance 66%
no public price
AI-HIVE Hugging Face MCP Spaces
● MCP · relevance 66%
no public price
aspicio
● MCP · relevance 66%
no public price
SIMOSphere AI
● MCP · relevance 66%
no public price
UseAgents
● MCP · relevance 66%
no public price
efecto
● MCP · relevance 66%
$14.99/mo Pro
-39% vs Pro median
dbhub
● MCP · relevance 66%
no public price
X4
x402nano
● MCP · relevance 66%
no public price
singchat
● MCP · relevance 66%
$20/mo Pro
-18% vs Pro median
asset_finder_mcp
● MCP · relevance 66%
no public price
MC
mcpg
● MCP · relevance 66%
no public price
tabularis
● MCP · relevance 66%
no public price
OneDroid Engram
● MCP · relevance 66%
no public price
coco_search
● MCP · relevance 66%
no public price
GenPark
● MCP · relevance 66%
no public price
turbopuffer
● MCP · relevance 66%
no Pro plan
entry $16/mo
NeuralVerge MCP Server
● MCP · relevance 65%
no public price
xrm_mcp
● MCP · relevance 65%
no public price
mcp_raganything
● MCP · relevance 65%
no public price
bonnard
● MCP · relevance 65%
no Pro plan
entry $150/mo
obsidian_graph
● MCP · relevance 65%
no public price
ContextStream
● MCP · relevance 65%
$19/mo Pro
-22% vs Pro median
AAgents2Ranked by relevance
RAG LangGraph
● AGENT · relevance 72%
no public price
adk_mcp_rag
● AGENT · relevance 69%
no public price
FFrameworks4Ranked by relevance
langflow
● FRAMEWORK · relevance 70%
no public price
elasticsearch
● FRAMEWORK · relevance 69%
no public price
haiku_rag
● FRAMEWORK · relevance 67%
no public price
tagent
● FRAMEWORK · relevance 65%
no public price
OOther1Ranked by relevance
falkordb
● OTHER · relevance 68%
$73/mo Pro
-65% vs Pro median
PPlatforms5Ranked by relevance
heym_2
● PLATFORM · relevance 68%
no public price
cometchat
● PLATFORM · relevance 67%
custom quote Pro
not monthly-comparable
ragflow
● PLATFORM · relevance 67%
$129/mo Pro
llmops
● PLATFORM · relevance 66%
no public price
vertexquantumai
● PLATFORM · relevance 65%
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.