Qiita (BYOK)
Search and read Qiita articles, comments, tags and public user profiles (Japan's developer community) with your own access token
Read aggregate OpenPanel web analytics for your projects (visitors, pages, referrers, countries, devices, UTM sources) with your own read-mode client
Unify Dynamics LLC
Real questions, and the tools your agent calls to answer them.
get_metricsget_live_visitorsget_top_pagesget_referrersget_countriesget_devicesOpenPanel (BYOK) lets an AI assistant read your own OpenPanel data through the OpenPanel API with a key you supply (client id of a read or root client (the default write client cannot read)). Read-only: 10 tools (get_metrics, get_live_visitors, get_top_pages, get_referrers, get_countries, get_devices, get_browsers, get_operating_systems, get_utm_sources, get_utm_campaigns). The BYOK key travels with each request, is used for that one call only and is never stored, logged or cached; it is only ever sent to api.openpanel.dev. Unofficial connector by Unify Dynamics LLC: not affiliated with, endorsed by or sponsored by OpenPanel. OpenPanel and its logos are trademarks of their owners and are used only to say which service the connector works with.
Sources: Live from the OpenPanel API (api.openpanel.dev) with a BYOK key; documentation: https://openpanel.dev/docs/api/insights. Endpoints checked against that documentation on 2026-10-16.
The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.
10 tools, grouped by job. Every one is read-only or compute-only.
https://byok-openpanel.connectorbay.com/mcpSearch and read Qiita articles, comments, tags and public user profiles (Japan's developer community) with your own access token
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