Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
FAA written-test prep: practice questions, readiness diagnostic, METAR/TAF, drone airspace
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://rotatepilot.com/api/mcpRun this in your terminal
claude mcp add --transport http rotate-pilot https://rotatepilot.com/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rotate-pilot": {
"url": "https://rotatepilot.com/api/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": {
"rotate-pilot": {
"type": "http",
"url": "https://rotatepilot.com/api/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://rotatepilot.com/api/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 8, 2026
The registry name was verified with the GitHub account Perufitlife, which owns the repo
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 (1.0.0) reached the registry 42 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: Spec Driven Development, Remote Desktop Commander, Tethered Trust
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Practice for the FAA drone (Part 107) and pilot knowledge tests inside Claude, ChatGPT or any MCP client.
A remote, read-only MCP server from Rotate Pilot. No install, no API key, no sign-in.
Endpoint: https://rotatepilot.com/api/mcp
Transport: streamable HTTP (JSON responses) Auth: none (public data only)
you: "Give me a 15-question Part 107 diagnostic" claude: → 15 questions in the real test's 3-option format, spread by the official area weights you: "1 A, 2 C, 3 B …" claude: → 64% overall · Regulations 50% (48% of the real test) · Airspace 33% (20%) … weakest areas first, with 14 CFR / AIM / ACS references
Claude (claude.ai, desktop, mobile) — it is in the Connectors Directory: Customize → Connectors → search "Rotate Pilot" → Connect. Or add it by URL: Customize → Connectors → *Add custom connector* → https://rotatepilot.com/api/mcp?client=claude
Claude Code
claude mcp add --transport http rotate-pilot https://rotatepilot.com/api/mcp?client=claude
Any other MCP client (Cursor, VS Code, Windsurf…)
{
"mcpServers": { "rotate-pilot": { "url": "https://rotatepilot.com/api/mcp" } } }
Full documentation: [rotatepilot.com/developers/mcp](https://rotatepilot.com/developers/mcp?utm_source=github&utm_medium=readme&utm_campaign=rotate_mcp)
All tools are read-only (readOnlyHint: true) and return structured content.
| Tool | What it does |
|---|---|
practice_questions | 1–10 questions in the real FAA 3-option format for Part 107, PPL, IFR, CPL or ATP, filtered by ACS area. Quiz mode hides the answer; study mode shows it with the explanation and references. |
check_answer | Grades one answer: correct or not, the right option, explanation and 14 CFR / AIM / ACS references. |
diagnose | A 10–20 question readiness diagnostic spread across the exam's areas (Part 107 weighted like the real test). |
score_diagnostic | Overall and per-area score against the 70% pass mark, weighted score for Part 107, weakest areas and a suggested next step. |
exam_facts | Questions, time limit, pass mark, minimum age, retest rules and 2025 national pass rates, with FAA sources. |
cost_of_failing | Fee per attempt, retest wait or endorsement, the 2025 failure rate and the expected cost of a failed attempt. |
study_plan | A dated study plan from today to your test day. |
decode_metar | Plain-English METAR decoding (raw text, or live from NOAA by ICAO code) with flight category and ceiling. |
decode_taf | Plain-English TAF periods (FM / BECMG / TEMPO / PROB) with the forecast category of each. |
airspace_at | Airspace class at drone altitudes (0–400 ft) for a US ZIP code or lat/lon, the controlled airspace overhead and the LAANC ceiling. |
get_offer | Rotate Pilot's current paid prep for an exam, its guarantee terms and links (only when you ask). |
compare_prep_options | Dated price comparison of common prep options plus free alternatives. |
start_checkout | The purchase link for Rotate Pilot's prep (only when you ask). |
In ChatGPT (?client=chatgpt) the last three tools are not exposed and results contain no prices or purchase links, following OpenAI's plugin guidelines.
The server logs the tool name, exam and outcome of each call to measure usage. It does not receive your conversation, and there is no account. Details: rotatepilot.com/privacy#ai-connector.
This repository holds the public listing for the hosted server (server.json for the official MCP Registry) and its documentation. The server itself runs on rotatepilot.com; there is nothing to self-host.
Rotate Pilot is independent and not affiliated with or endorsed by the FAA or PSI.
Support: hello@rotatepilot.com