Kapa for Agents · Retrieval API & MCP serveR

Give agents grounded knowledge of your product

Give agents grounded knowledge of your product

Give agents grounded
knowledge of your product

One tool call to give agents context across 30+ sources.
2x more accurate than alternative solutions.

One tool call to give agents context across 30+ sources. 2X more accurate than alternative solutions.

Product Copilot

Support Agent

Workflow Automation

Your Product Copilot

MCP

API

why is my deploy stuck on "queued"?

Searching documentation

Documentation

docs.acme.dev/deploys/queued

A deploy stays queued when your concurrent build limit is reached…

User manuals

acme.dev/manual.pdf

Free and Pro plans run one build at a time; the rest queue in order…

Zendesk

zendesk #5120

Customer had 3 builds triggered by rapid pushes, all serialized…

Powered by

Calling rate limiting tools

A deploy sits in queued when you've hit your plan's concurrent build limit, so it waits for the current build to finish. You likely have a few builds triggered by quick pushes…

Product Copilot

Support Agent

Automations

Your Product Copilot

MCP

API

why is my deploy stuck on "queued"?

Searching documentation

Documentation

docs.acme.dev/deploys/queued

A deploy stays queued when your concurrent build limit is reached…

User manuals

acme.dev/manual.pdf

Free and Pro plans run one build at a time; the rest queue in order…

Zendesk

zendesk #5120

Customer had 3 builds triggered by rapid pushes, all serialized…

Powered by

Calling rate limiting tools

A deploy sits in queued when you've hit your plan's concurrent build limit, so it waits for the current build to finish. You likely have a few builds triggered by quick pushes…

TRUSTED BY 200+ INDUSTRY-LEADING ENTERPRISES WITH COMPLEX PRODUCTS
WHY IT MaTters

Knowledge search is your agent's most-used tool

Across production agents, one tool gets called as often as all the others combined: knowledge search. Get it right and every other tool gets sharper.

BENCHMARK

Kapa finds the right source nearly 2x more often

ALTERNATIVE 1: WEB SEARCH

Your knowledge base extends beyond your website.

Web results go stale and mix in other sites.

ALTERNATIVE 2: DO-IT-YOURSELF RAG

Generic RAG performs poorly at real-world scale.

You maintain it all: connectors, analytics, evals.

Methodology: Recall@5 across 4 real customer projects spanning developer tools, semiconductors, and software platforms. 30 human-annotated questions per project, drawn from real production traffic. Questions are complex and span multiple sources, the cases agents actually hit. All knowledge sources are public; web search uses site limiters to keep the comparison fair. Exa, Tavily, and Brave represent leading web-search APIs; Azure AI Foundry and Firecrawl + Pinecone represent DIY RAG pipelines.

Methodology: Recall@5 across 4 real customer projects spanning developer tools, semiconductors, and software platforms. 30 human-annotated questions per project, drawn from real production traffic. Questions are complex and span multiple sources, the cases agents actually hit. All knowledge sources are public; web search uses site limiters to keep the comparison fair. Exa, Tavily, and Brave represent leading web-search APIs; Azure AI Foundry and Firecrawl + Pinecone represent DIY RAG pipelines.

CUSTOMER SPOTLIGHT

Leading teams power their agents with product knowledge from Kapa

Teams like Port, Airbyte, and Matillion built their own agents, with their own tools and UI. When one of those tools needs to search product knowledge, it calls Kapa.

Matillion

Data Platform Copilot

Airbyte

Support Agent

Port

Product Copilot

Matillion

Data Platform Copilot

Airbyte

Support Agent

Port

Product Copilot

THE PLATFORM

The context layer for your agents, ready out of the box

01- COnnect

Connect all of your product knowledge in a few clicks

Kapa indexes your docs, code, API specs, tickets, and chat through 30+ connectors, and keeps the index live as they change. Your agent always answers from what's true right now.

Kapa indexes your docs, code, API specs, tickets, and chat through 50+ connectors, and keeps the index live as they change.

Your agent always answers from what's true right now.

02 - deploy

Deploy as an MCP server or API in minutes

Point your agent at a hosted MCP endpoint, or call the retrieval API directly. Nothing to host, no pipeline to maintain, live in minutes.

MCP Server

{

"mcpServers": {

"kapa": { "url": "https://acme.mcp.kapa.ai" }


Retrieval API

curl https://api.kapa.ai/retrieval \

-H "Authorization: Bearer $KAPA_KEY"

03 - RETRIEVE

Answer more accurately, spend fewer tokens

Within 2 seconds, Kapa returns a handful of ranked, cited chunks, not a wall of maybe-relevant text.

Answer accuracy

04 - ANALYZE

See what your agent can't answer, and close the gaps

The questions your agent couldn't answer become a ranked backlog of docs to write. Close the gaps, watch the miss rate fall.

ENTERPRISE-GRADE

Secure, compliant and

enterprise-ready

Secure, compliant and enterprise-ready

SOC 2 Type II

Independently audited and

compliant with SOC 2 Type II.

SOC 2

GDPR Compliant

Compliant with EU data

privacy regulations.

GDPR

SSO & RBAC

Single sign-on and

role-based access control.

Zero Data Retention & PII Masking

Detect and mask sensitive data

before processing.

Ground your AI agents in your
product knowledge

Ground your AI agents in your product knowledge

Give your agents grounded knowledge of your product, in an afternoon.

Give your agents grounded knowledge of your
product, in an afternoon.