For AI agents

A knowledgebase built with Kura is, out of the box, an interface an agent can use.

MCP tools

Every defineAction() is both a UI action and an MCP tool, behind a single auth gate. An agent can call:

curl -X POST http://localhost:3000/mcp \
  -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call",
       "params":{"name":"search_docs","arguments":{"query":"semantic search","topK":3}}}'

llms.txt

/llms.txt is generated automatically, indexing every page and tool; /llms-full.txt concatenates every page's Markdown into one corpus the agent can read in a single pass.

Two readers

The same route serves humans and machines: GET /docs/agents (HTML), GET /docs/agents.md (source), POST /mcp (call). That is "humans and agents" made concrete.