Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Newcomer guides for Georgian speakers in the US: short summaries and links to kartvelians.com.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
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Works in Claude on the web, desktop and mobile:
https://kartvelians.com/mcpRun this in your terminal
claude mcp add --transport http knowledge https://kartvelians.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"knowledge": {
"url": "https://kartvelians.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"knowledge": {
"type": "http",
"url": "https://kartvelians.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://kartvelians.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified against the domain kartvelians.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 17 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
Remote MCP server (any MCP client): https://kartvelians.com/mcp Streamable HTTP, read-only, no sign-in.
claude mcp add --transport http kartvelians https://kartvelians.com/mcpClaude Code plugin (skill plus server):
/plugin marketplace add dgodibadze/kartvelians-knowledge
/plugin install kartvelians-knowledge@kartvelians
The skill alone is at plugin/skills/kartvelians-knowledge/SKILL.md.
| Tool | Returns |
|---|---|
search_guides_for_georgians_in_us(query, lang?) | Up to 5 matching guides: slug, title, summary, risk, url |
get_guide_for_georgians_in_us(slug, lang?) | Title, summary, key facts, risk, disclaimer if high risk, updated date, url |
list_guides_for_georgians_in_us(status?) | Published guides, and planned topics marked "coming soon" |
Every reply includes source_url and an attribution line. lang is en or ka. It defaults to the language of the query.
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.
manifest/topics.json one entry per published guide
manifest/planned.json planned topics, English titles only plugin/ Claude Code plugin: skill and MCP config mcp-server/ Cloudflare Worker serving the MCP endpoint scripts/check-manifest.mjs safety check, fails on a violation (--live also checks the site) scripts/test-search.mjs end-to-end test of the MCP server server.json MCP Registry metadata llms.txt copy of https://kartvelians.com/llms.txt
When a guide goes live on kartvelians.com:
manifest/topics.json. Write the summaries and key facts by hand. Do not paste guide text.manifest/planned.json if it was there.plugin/skills/kartvelians-knowledge/SKILL.md.node scripts/check-manifest.mjs --live.npx wrangler dev in mcp-server/ and run node scripts/test-search.mjs.npx wrangler deploy from mcp-server/.llms.txt with curl -s https://kartvelians.com/llms.txt > llms.txt once the site's copy lists the guide.The server has no sign-in, sets no cookies and stores nothing. See PRIVACY.md. Questions: support@kartvelians.com.
Code: MIT, see LICENSE. Summaries: CC BY 4.0, see CONTENT-LICENSE.md. The full guides are not included and remain © kartvelians.com.