# Kapa.Ai > Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04. - **Business Profile:** https://optimly.ai/brand/kapa-ai - **Dataset:** https://optimly.ai/brand/kapa-ai.json - **Markdown:** https://optimly.ai/brand/kapa-ai/llms.txt - **Official website:** https://kapa.ai - **Slug:** kapa-ai - **Categories:** ai-machine-learning ## Overview - **Tagline:** Gives AI agents accurate, cited context from any unstructured knowledge base in minutes via an API or MCP, eliminating the need for companies to build retrieval systems themselves. Source: Brand's website (https://kapa.ai) · 2026-10-04 - **Description:** Kapa.Ai provides a knowledge retrieval API that allows AI agents to access accurate, cited context from a company's unstructured knowledge base (e.g., documentation, API references, product manuals, runbooks, bug reports, engineering wikis, support tickets, GitHub repos) quickly and efficiently, bypassing the need for companies to build their own retrieval systems. Source: Brand's website (https://kapa.ai) · 2026-10-04 ## Offerings - **Core capabilities:** Knowledge retrieval API and Managed Context Platform (MCP) for AI agents. Source: Brand's website (https://kapa.ai) · 2026-10-04 - **Pricing:** Not specified Source: Brand's website (https://kapa.ai) · 2026-10-04 ## Audience - **Target industry:** Companies developing or deploying AI agents that require accurate, cited context from their internal unstructured knowledge bases, seeking to avoid building custom retrieval solutions. Source: Brand's website (https://kapa.ai) · 2026-10-04 Page last updated 2026-10-17.