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Market around Kapa

Kapa turns company documentation, tickets, wikis, PDFs and other sources into searchable knowledge for AI agents. It provides managed ingestion, retrieval through an API or MCP, and prebuilt support, documentation and community agents.

Visit kapa.ai ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Kapa · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Kapa doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
90th pctile
1133 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$99/mo
5 priced · $29–$309 mid 50%
Price spectrum · Pro plans · 8 of 14 providers priced · log scale · $29 → $800/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Kapa has no comparable Pro price — not plotted

Products in this market

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

OOther6Ranked by similarity
Kapathis listing
● OTHER
no public price
Kibela
● OTHER80% similar
no Pro plan
entry $3/mo
MemForge
● OTHER78% similar
no public price
Kmm Plugin
● OTHER77% similar
no public price
DocsMint
● OTHER77% similar
no public price
Molio
● OTHER77% similar
no public price
MMCP servers30Ranked by similarity
PaperBotAI
● MCP84% similar
$99/mo Pro
0% vs Pro median
Knowledge Base Server
● MCP83% similar
no public price
RAG as MCP
● MCP83% similar
no public price
BrainTube
● MCP81% similar
no public price
Liminary
● MCP80% similar
$29/mo Pro
-71% vs Pro median
Sarvcrawl
● MCP80% similar
no Pro plan
entry $11/mo
Alpha Sense Developer
● MCP80% similar
no public price
Wikexa
● MCP80% similar
no public price
Consumer
● MCP80% similar
no public price
Knowledge Raven
● MCP79% similar
$29/mo Pro
-71% vs Pro median
docs2mcp
● MCP79% similar
no public price
Spark
● MCP79% similar
no public price
Calven MCP
● MCP79% similar
$800/mo Pro
+708% vs Pro median
Quelvio
● MCP79% similar
no Pro plan
entry $515/mo
MCAI Knowledge
● MCP78% similar
no public price
Limma
● MCP78% similar
no Pro plan
entry $49/mo
Wiki MCP
● MCP78% similar
no public price
Agentgraph
● MCP78% similar
no public price
Fodda MCP
● MCP78% similar
50 usage Pro
not monthly-comparable
Songofhawk Doco
● MCP78% similar
no public price
Pulpie MCP
● MCP78% similar
no public price
DocuGraph MCP
● MCP77% similar
no public price
Infobroker
● MCP77% similar
no public price
Docs Navigation MCP
● MCP77% similar
no public price
Docfork
● MCP77% similar
no public price
RE
Refetch
● MCP77% similar
no public price
capture
● MCP77% similar
no public price
MaxGraph
● MCP77% similar
no public price
Search1api
● MCP77% similar
$99/mo Pro
0% vs Pro median
SIMOSphere AI
● MCP77% similar
no public price
PPlatforms12Ranked by similarity
Knowledge Hub
● PLATFORM83% similar
no public price
Mintlify
● PLATFORM82% similar
$540/mo Pro
Context Link
● PLATFORM82% similar
no Pro plan
entry $19/mo
AI Agent Factory
● PLATFORM81% similar
no public price
Covan
● PLATFORM80% similar
no public price
Oynix
● PLATFORM80% similar
no public price
Beever Atlas
● PLATFORM78% similar
no public price
KnowVault
● PLATFORM78% similar
no public price
Akyn Ai
● PLATFORM78% similar
no public price
Docsalot
● PLATFORM78% similar
$79/mo Pro
HexaHQ
● PLATFORM78% similar
no public price
Tako
● PLATFORM77% similar
no public price
FFrameworks1Ranked by similarity
Kappa Graph
● FRAMEWORK78% similar
no public price
AAgents1Ranked by similarity
Embedai Knowledge Search
● AGENT77% similar
$99/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.