Pricing

Custom

Enterprise pricing
Book a demo to get quote
Volume-based tiers
SLA and support options

Key Features

Ingests 50+ source types including docs, wikis, GitHub, Confluence, and support tickets
Deploys AI assistants across docs sites, help centers, Slack, and in-product surfaces
MCP integration for Cursor and VS Code to enable AI IDE support
Ticket deflection analytics with answer accuracy tracking
Internal enablement chatbot to reduce tribal knowledge dependency

Pros & Cons

Pros

Production-ready in under a week — minimal engineering lift
High answer accuracy grounded in your actual documentation
Trusted by 200+ technical product companies
Multi-surface deployment (support, docs, internal) from one integration
MCP support makes it useful inside developer tools, not just web chat

Cons

No public pricing — enterprise-only, likely expensive for smaller teams
Only as good as your existing documentation; poor docs yield poor answers
Limited utility outside technical product companies
No self-serve onboarding — requires a demo to get started

Verdict

Kapa.ai is a strong choice for developer-tool companies and SaaS businesses with dense technical documentation who need to scale support without scaling headcount. The MCP integration and multi-surface deployment set it apart from generic chatbot builders. The opaque, enterprise-only pricing is the main barrier for smaller teams.

Try Kapa.ai →