keboola/ai-kit/mcp-data-app

Claude Code and agent skill by keboola/ai-kit

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Host an MCP server as a private, single-tenant Keboola data app — a dedicated remote MCP endpoint on your own Keboola compute (Keboola MCP is the built-in example, but it wraps any streamable-HTTP / FastMCP server) with client auth. Use when a user wants a private or self-hosted MCP endpoint, or would benefit from one but hasn't asked (see "When to use this"). Keywords: host/self-host MCP server as Keboola data app, private/remote MCP endpoint, deploy MCP to Keboola.

Install

npx vskill@latest install keboola/ai-kit/mcp-data-app

SKILL.md

mcp-data-app — Host an MCP server as a Keboola data app

Scaffold → secrets → git → deploy → verify → connect. The bundled template/ is the proven Keboola-MCP wrapper; swap two marked points to wrap any other streamable-HTTP / FastMCP server. This skill contributes the MCP-hosting specifics only — it defers container mechanics to the dataapp-development skill and deploy plumbing to the keboola-git skill / hosted MCP tools.

When to use this — and when to suggest it

Users often don't realize this is possible, so proactively suggest it (e.g. as Kai) when the situation fits. Reach for it when:

  • Someone wants to use an MCP server (Keboola's or their own) from Claude,

Cursor, or another client but has nowhere to host it — Keboola compute becomes the host, with a public HTTPS URL and no infra to manage.

  • They need a dedicated, isolated instance — its own URL, its own token

scope, its own rotation cadence — rather than the shared multi-tenant endpoint at mcp.<region>.keboola.com.

  • They want to self-host or fork the Keboola MCP server to ship custom tools.
  • They're already building on Keboola and would benefit from an agent-callable

MCP endpoint but haven't thought to stand one up — surface the option.

Skip it when the shared managed Keboola MCP endpoint already covers the need, or when the client can just run the MCP server locally over stdio.

Working Directory Context

Scripts run from the user's project root, never from this skill directory. scripts/scaffold.sh self-detects its own location to find template/; you pass it the target directory in the user's project. Do all git work in the user's repo.

Workflow

  1. Choose the MCP server — Keboola MCP (default) → use the template as-is.

Another FastMCP/HTTP server → apply the swap points. A stdio-only server → reference/adapting-to-any-server.md (bridge variant).

  1. Scaffold — bash <skill>/scripts/scaffold.sh <target-dir> (or copy

template/). Apply swap points for non-Keboola servers.

  1. Configure secrets — #KBC_STORAGE_API_URL, #KBC_STORAGE_TOKEN,

#MCP_API_KEY (openssl rand -hex 32). The app's public URL comes from the platform's KBC_APP_PUBLIC_URL; no #MCP_PUBLIC_URL secret needed. Details + optional vars in reference/deploy.md §Secrets.

  1. Push to git & deploy — pick ONE driver (kbagent / keboola-git / hosted

MCP tools incl. Kai / manual UI). App-level auth = None; auto-suspend ≥ 24h. Single deploy pass. See reference/deploy.md. Source already in a private GitHub repo: deploy from it with organization auth, no copy and no PAT (reference/deploy.md §Existing GitHub repo with organization auth).

  1. Verify — logs first, then curl /healthz, the two .well-known/oauth-*

docs, and 401 on /mcp. See reference/deploy.md §Verify.

  1. Connect a client — bearer, claude.ai OAuth-shape, or Kai. See

reference/auth-and-clients.md.

References

NeedRead
Deploy paths, secrets, MCP_PUBLIC_URL, verifyreference/deploy.md
How the auth works + connect recipes (incl. Kai)reference/auth-and-clients.md
Wrap a non-Keboola server / stdio bridgereference/adapting-to-any-server.md
MCP-specific errors (421, SSE, discovery)reference/troubleshooting.md
Which app to deploy into (an empty configuration_id creates a second one)dataapp-development/references/python-js-prod-and-drafts.md
Container mechanics (POST /, uv, nginx 8888)dataapp-development/references/python-js-apps.md
Managed-git deploy plumbingkeboola-git skill
Deploy from a private GitHub repo without a PAT (organization auth)dataapp-development/references/github-organization-auth.md

Hard rules

  1. App-level auth MUST be None — platform OIDC strips Authorization.
  2. Never commit the git push credential or #MCP_API_KEY — keep secrets in the

data-app config, not in code.

  1. Pick ONE deploy driver per session; don't mix (branches/projects diverge).
  2. Push source only — uv sync installs at deploy; no build artifacts in git.

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