Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
CELPIP practice questions with answers, sample answers, and Canada's November 2026 CRS calculator.
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://celpass.com/mcpRun this in your terminal
claude mcp add --transport http celpip https://celpass.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"celpip": {
"url": "https://celpass.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": {
"celpip": {
"type": "http",
"url": "https://celpass.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://celpass.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.
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.
calculate_crs_november_2026Estimate the CRS points an Express Entry candidate gains on November 3, 2026, when Canadian work experience becomes the Labour Market Integration factor: unchanged work-length points plus 70/40/20 extra points after 12+ months in a 2×/1.5×/1.3× high-wage occupation, or 100/70/50
find_high_wage_occupationSearch IRCC's high-wage occupation list (in effect November 3, 2026; 186 NOC 2021 codes) by job title words or NOC code. Returns each match's level (2×, 1.5× or 1.3× the average median wage) and the CRS points it earns. An occupation that isn't listed earns no high-wage or job of
get_celpip_practice_questionGet one random CELPIP practice item from CELPass in the real test format. Reading (parts 1–4): a passage or diagram with multiple-choice questions and fill-in blanks shown as ____(n). Listening (parts 1–6): the questions plus a listen_url where the learner plays the recording (no
check_celpip_answersMark a learner's answers to a Reading or Listening item from get_celpip_practice_question: returns the score and, for each question the learner answered, whether it is right and the correct letter. Each question_id can be marked once, so send all the learner's answers together; e
get_celpip_sample_answersSample answers at several CELPIP levels (4–5, 7–8, 9–10, 11–12) for a Speaking or Writing task from get_celpip_practice_question, with how CELPIP rates it. Use them to give the learner feedback on their own answer.
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 9, 2026
The registry lists no source repo, so we cannot match the publisher (celpass.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 5 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 (1.3.0) reached the registry 22 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, Systemdox
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
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No README found in the repo