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Market around Confluent Support Rag

An MCP server that lets AI assistants search Confluent support articles using hybrid Qdrant retrieval and save approved solved conversations to the knowledge base.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Confluent Support Rag · Pro
No Pro plan
—
Pro-MCP server median
$20.42
across 6 priced MCP servers
vs Pro MCP servers
No comparison
Confluent Support Rag doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
29th pctile
6 competing vendors
Comparable listings · 30d
Flat
limited data · 1 priced comparable
MCP servers · Pro median
$20.42/mo
6 priced · $13.54–$27.79 mid 50%
Price spectrum · Pro plans · 11 of 15 providers priced · log scale · $7 → $399/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Confluent Support Rag has no comparable Pro price — not plotted

Products in this market

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

MMCP servers29Ranked by similarity
Confluent Support Ragthis listing
● MCP
no public price
Atlassian MCP Server
● MCP78% similar
no public price
Help Scout
● MCP77% similar
no public price
MCP KB Server
● MCP76% similar
no public price
Confluence
● MCP76% similar
no public price
push-realm
● MCP75% similar
no public price
Liminary
● MCP75% similar
$29/mo Pro
+42% vs Pro median
MCP Atlassian
● MCP74% similar
no public price
confluence-dc-mcp
● MCP74% similar
no public price
Atlassian Rovo MCP Server
● MCP74% similar
no public price
Asking
● MCP74% similar
$16.67/mo Pro
-18% vs Pro median
Agentgraph
● MCP74% similar
no public price
Post Cortex
● MCP73% similar
no public price
Spark
● MCP73% similar
no public price
Mcp Confluence
● MCP73% similar
no public price
Consensus
● MCP72% similar
no public price
Vist
● MCP72% similar
$7/mo Pro
-66% vs Pro median
Supportlogic
● MCP72% similar
no public price
BrainTube
● MCP72% similar
no public price
Mcp Hubspot
● MCP72% similar
no public price
Neocoder Neo4j
● MCP72% similar
no public price
Enhanced Mcp Memory
● MCP72% similar
no public price
CognifAI
● MCP72% similar
$9.99/mo Pro
-51% vs Pro median
HuntBoard for AI Agents
● MCP72% similar
no public price
1Stay-hotel-booking
● MCP71% similar
$99/mo Pro
+385% vs Pro median
OmniSearch MCP
● MCP71% similar
no public price
Siemens Docs MCP
● MCP71% similar
no public price
HU
hubspot-mcp
● MCP71% similar
no public price
Deskcrew Support
● MCP71% similar
$24.17/mo Pro
+18% vs Pro median
PPlatforms9Ranked by similarity
Context Link
● PLATFORM76% similar
no Pro plan
entry $19/mo
Sitespeak Ai
● PLATFORM74% similar
$79/mo Pro
Moveworks Ai Assistant
● PLATFORM74% similar
no public price
Visus
● PLATFORM73% similar
$20/mo Pro
Botpress
● PLATFORM73% similar
custom quote Pro
not monthly-comparable
Super Ai Agent
● PLATFORM73% similar
no public price
Knowledge Hub
● PLATFORM73% similar
no public price
GreatArrow
● PLATFORM72% similar
$119/mo Pro
Enterprise AI agent platform
● PLATFORM71% similar
no public price
AAgents11Ranked by similarity
Tiffbot
● AGENT75% similar
no public price
Embedai Knowledge Search
● AGENT73% similar
$99/mo Pro
Glean Assistant
● AGENT72% similar
no public price
PrivateGPT
● AGENT72% similar
no public price
Khoj
● AGENT72% similar
no public price
Ai Knowledge Base Assistant
● AGENT72% similar
no Pro plan
entry $199/mo
Паветта AI
● AGENT72% similar
no public price
Microsoft Copilot
● AGENT72% similar
no public price
Nodenest Mindflare
● AGENT72% similar
no public price
NOX Intelligence
● AGENT71% similar
$399/mo Pro
CortexAI
● AGENT71% similar
no public price
OOther1Ranked by similarity
Kibela
● OTHER74% similar
no Pro plan
entry $3/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.