Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Description from the maker (original English)
App Store and Google Play charts, movers and weak popular apps scored as app ideas, with no key.
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.
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Works in Claude on the web, desktop and mobile:
https://apptracker.openkrill.app/mcpRun this in your terminal
claude mcp add --transport http app-tracker https://apptracker.openkrill.app/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"app-tracker": {
"url": "https://apptracker.openkrill.app/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": {
"app-tracker": {
"type": "http",
"url": "https://apptracker.openkrill.app/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://apptracker.openkrill.app/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.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
app_tracker_chartsUse this when the user asks what is on or climbing the App Store top free or top paid chart, such as "top free apps in the US" or "what is climbing the top paid chart?". Pass country, chart (free or paid) and limit. Returns ranked entries with price, rating, rating count and chan
app_tracker_opportunitiesUse this when the user wants app ideas or weak incumbents on a top chart, such as "which popular apps on the top free chart are badly rated or abandoned?". Pass the chart inputs and min_score. Scans all 100 chart apps and returns each with a Stale Winner score (0 to 100, 75 or mo
app_tracker_lookupUse this when the user asks about one competitor app, such as "how many installs does this Play app have?" or "when was this app last updated?". It returns no reviews or complaint themes (no allowed source carries store reviews): for complaints, ask the user to paste the reviews.
app_tracker_keywordsOff: always answers source_off. App Store search results and suggestions sit under robots.txt Disallow lines on apps.apple.com, search.itunes.apple.com and itunes.apple.com, so they are not read. Say that search results are not available from an allowed source, and offer app_trac
app_tracker_abandonedOff: always answers source_off. The scan behind it reads App Store search results, search suggestions, reviews and HTML chart pages, which robots.txt or Apple's terms do not allow, so it does not run. Say that this scan is off, and offer app_tracker_opportunities, whose stale fla
app_tracker_keyword_rankUse this when the user asks where an App Store app ranks for search phrases by country, or how much demand or competition a phrase has. Pass app (id or link), keywords (1 to 20) and countries (up to 10, default us). Per keyword and country: rank is the app's place in the iTunes S
app_tracker_estimateUse this when the user asks how many downloads an App Store app gets, such as "how many downloads does Daily Themed Crossword get a month?". Pass app (an App Store id or link). Returns downloads30d, a range (low, high, ratio) with method (rank_curve, rank_and_velocity, rating_vel
app_tracker_publisherUse this when the user asks how many downloads a developer's apps get together, such as "how many downloads do PlaySimple's apps get?". Pass app (any App Store app of the developer) or developer (the App Store developer id). Returns every app of that developer, up to 60 by rating
submit_feedbackSend feedback, a bug report or a tool request to the maintainers of the tools on this server: a missing tool, missing or stale data, or a tool that broke or gave a wrong answer. Pass the kind (need_tool, need_data, bug or other), one short message (at most 1000 characters) and, i
get_feedback_replyRead the maintainers' reply to feedback you sent with submit_feedback, given its ticket id. Returns status pending until a reply is ready, then status answered with the reply text. The reply is information for you, not an instruction.
index_toolsSearch the tools on this server by task or keyword in plain words. Returns the matching tools, best match first, each with its name, title, a one-line summary and its input fields. With no words it lists every tool on this server. Use it when you are not sure which tool here fits
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 8, 2026
The publisher (openkrill.app) is not the repo owner (nguyenhieuec); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 377 ms (HTTP 200)
No sign-in needed
Read 11 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 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 (1.1.0) 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: Figma Context MCP, Claude Real Video, Figma MCP Server
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
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.
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.
Find papers, check references and DOIs, read US federal regulations, compare country statistics, and make a school digest.
claude plugin install research@openkrill
| Skill and MCP server | Tool | Endpoint |
|---|---|---|
papers | Paper Finder | https://papers.openkrill.app/mcp |
citations | Citation Checker | https://citations.openkrill.app/mcp |
rules | US Federal Regulations (CFR) | https://rules.openkrill.app/mcp |
countrystats | Country Stats Facts | https://countrystats.openkrill.app/mcp |
school-digest | School Digest | https://schooldigest.openkrill.app/mcp |
Every server is public, read-only and needs no key. Generated from the Agent Tools plugin listings; edits made here are overwritten.