Mariadb (mariadb.org) for agents: Search mariadb.org; Read a page on mariadb.org — through Unbrowse's scoped MCP for mariadb.org (unofficial), which replays mariadb.org's own first-party API (no...
Mariadb as tools for your agent. Unofficial: not affiliated with or endorsed by mariadb.org. Unbrowse compiled these from mariadb.org's own requests: each call replays the site's first-party API server-side and returns a verified result. No scraping of rendered pages, no browser on your side, no mariadb.org API key.
This server is a tool scope holding only mariadb.org: its compiled tools plus the Unbrowse tools that run them, so the agent's tool list stays small and every call stays on mariadb.org.
claude mcp add --transport http mariadb https://unbrowse.ai/mcp/mariadb.org
codex mcp add mariadb --url https://unbrowse.ai/mcp/mariadb.org && codex mcp login mariadb
{"mcpServers":{"mariadb":{"url":"https://unbrowse.ai/mcp/mariadb.org"}}}
The first connect signs in to Unbrowse with OAuth (free tier, only verified results count). For scripts, send Authorization: Bearer $UNBROWSE_API_KEY (key from https://unbrowse.ai/app/keys; keep it in a secret manager, never in config you commit).
If none of the tools below are in this session's tool list, the server is not connected or not signed in: say so and stop. Do not fetch mariadb.org some other way and present it as this skill's result.
mariadb_org__get_search — Search mariadb.orgSearch mariadb.org with its own search (homepage search form) and read the results page as title, text and links. One first-party HTTP request, no browser. Inputs: query. Returns the page's title, readable text and links. Read-only on mariadb.org.
query (string, required) — query — what to search for on mariadb.org{"query":"notes"}
mariadb_org__read_page — Read a page on mariadb.orgRead any page on mariadb.org — a path such as /news/2026/some-story, or a full mariadb.org URL — and get its title, readable text and links. One first-party HTTP request, no browser. Follow a returned link by passing its href back as the path. Inputs: path e.g. "/". Returns the page's title, readable text and links. Read-only on mariadb.org.
path (string, required) — A page on mariadb.org: a path like /about, or a full URL on mariadb.org{"path":"/"}
Always there too: unbrowse.run (a task on mariadb.org in plain words), unbrowse.inspect, unbrowse.resume, unbrowse.scrape and unbrowse.map (any page on mariadb.org), and the recorded cloud browser unbrowse.browse.open → unbrowse.browse.act → unbrowse.browse.finish. Hosts that reject dotted names show them with _ (unbrowse_run).
status. succeeded carries the verified result. input_required is not a failure: answer the open fields with unbrowse.resume {runId, answers} on the same run.unbrowse.run {task}. It fails with no_capability when nothing is compiled for that yet: do it once with unbrowse.browse.open on mariadb.org → unbrowse.browse.act → unbrowse.browse.finish, which compiles a new tool this server lists next time. Anything off mariadb.org is refused here (not_in_scope): use the general Unbrowse server for that.unbrowse.browse.act with action: "autofill" fills mariadb.org's login from their Unbrowse password manager.succeeded result says. outcome_unknown means a change may have happened: check before retrying. Posting, buying, sending or deleting needs the user's go-ahead.Every tool is also a REST call:
curl -s https://unbrowse.ai/api/v1/sites/mariadb.org/call/mariadb_org__get_search \
-H "authorization: Bearer $UNBROWSE_API_KEY" -H "content-type: application/json" \
-d '{"query":"notes"}'
OpenAPI: https://unbrowse.ai/api/v1/sites/mariadb.org/openapi.json. Every other site: the general Unbrowse skill (https://github.com/unbrowse-ai/unbrowse) and https://unbrowse.ai/mcp.