kartvelians-knowledge
Lets AI assistants answer everyday-life questions from Georgian speakers in the US, mainly New
York, using the newcomer guides published on kartvelians.com.
The assistant gets short summaries, a few key facts and a link to each guide. It never gets the
full guide text. Every answer points back to the guide on kartvelians.com.
Topics: E-ZPass and tolls, renting, cosigners, subway and bus fares, scams aimed at Uber and Lyft
drivers, salvage-title cars, taxes on housekeeper pay received by Zelle, driving on a Georgian
license, loan-offer scams, informal money exchange with Georgia, remote job search, and a glossary
of English words. Questions can be in English or Georgian.
Connect
Remote MCP server (any MCP client): https://kartvelians.com/mcp
Streamable HTTP, read-only, no sign-in.
- Claude (web or desktop): Settings, Connectors, Add custom connector, paste the URL.
- Claude Code:
claude mcp add --transport http kartvelians https://kartvelians.com/mcp
- Other clients: add a remote (streamable HTTP) MCP server with the URL above.
Claude Code plugin (skill plus server):
The skill alone is at plugin/skills/kartvelians-knowledge/SKILL.md.
Tools
Every reply includes source_url and an attribution line. lang is en or ka. It defaults to
the language of the query.
Disclaimer
The summaries are general information as stated on each guide's update date. They are not legal,
tax or financial advice. Rules, fees and amounts change. Each guide cites the official sources it
relies on. Two topics are marked high risk and always carry the note "General information, not
legal or tax advice": taxes on housekeeper pay, and informal money exchange.
Repository layout
Adding a guide
When a guide goes live on kartvelians.com:
- Add its entry to
manifest/topics.json. Write the summaries and key facts by hand. Do not paste guide text.
- Remove it from
manifest/planned.json if it was there.
- Add a row to the table in
plugin/skills/kartvelians-knowledge/SKILL.md.
- Run
node scripts/check-manifest.mjs --live.
- Start
npx wrangler dev in mcp-server/ and run node scripts/test-search.mjs.
- Commit, push, then deploy the Worker with
npx wrangler deploy from mcp-server/.
- Refresh
llms.txt with curl -s https://kartvelians.com/llms.txt > llms.txt once the site's copy lists the guide.
Privacy
The server has no sign-in, sets no cookies and stores nothing. See PRIVACY.md.
Questions: [email protected].
Licenses
Code: MIT, see LICENSE. Summaries: CC BY 4.0, see CONTENT-LICENSE.md. The full guides are not
included and remain © kartvelians.com.