Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server that lets Claude query ABS, RBA and Sydney Opal (Commute Pulse) data directly.
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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You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"aussie-data": {
"command": "npx",
"args": [
"-y",
"aussie-data-mcp"
]
}
}
}Run this in your terminal
claude mcp add aussie-data -- npx -y aussie-data-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"aussie-data": {
"command": "npx",
"args": [
"-y",
"aussie-data-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": {
"aussie-data": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"aussie-data-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.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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 dylannnnn111, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.1) reached the registry 13 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Readfirst
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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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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.
An MCP server that lets Claude (or any MCP client) query Australian economic and transport data directly: ABS, RBA, and Sydney Opal tap data from Commute Pulse.
Ask things like "how has Sydney rent moved against the cash rate since 2022?" and the model pulls the real series instead of guessing.
| Tool | What it answers | Source |
|---|---|---|
get_cpi | Inflation by item and capital city (headline, trimmed mean, rents, electricity...) | ABS monthly CPI |
get_labour_force | Unemployment, participation, employment by state | ABS Labour Force |
get_cash_rate | RBA cash rate target, monthly | RBA F1.1 |
get_lending_rates | Home loan, business and credit card rates (advertised) | RBA F5 |
get_exchange_rates | AUD against 18 currencies, plus the TWI | RBA F11.1 |
rba_series | Any other RBA table (list its series, then fetch) | RBA statistical tables |
get_commute_pulse | Sydney's Friday gap and return-to-office patterns since 2020 | TfNSW Opal Tap Data |
abs_search_dataflows | Find any ABS dataset by keyword | ABS Data API |
abs_describe_dataflow | Dimensions and codes for an ABS dataset | ABS Data API |
abs_get_data | Fetch any ABS dataset by SDMX key | ABS Data API |
Every tool returns compact JSON: named series with units, the latest value, the start value and the change over the window already worked out, plus notes on caveats. No API keys needed.
Add this to claude_desktop_config.json (Settings > Developer > Edit Config):
{
"mcpServers": { "aussie-data": { "command": "npx", "args": ["-y", "aussie-data-mcp"] } } }
Or from a local clone, point it at the build: "command": "node", "args": ["/path/to/aussie-data-mcp/dist/index.js"].
npx -y aussie-data-mcp runs the newest published version every time Claude starts. To stay on a version you have checked, pin it: "args": ["-y", "aussie-data-mcp@0.2.1"].
Every id the model passes in (RBA table, ABS dataflow, SDMX key, CPI code) is checked against the shape of a real id before it goes into a request URL. npm test covers those checks.
npm install
npm run smoke # hits every live source and prints a summary npm run inspect # opens the MCP Inspector against the server
Responses are cached for 6 hours (memory + temp dir). Override with AUSSIE_DATA_CACHE_TTL_HOURS and AUSSIE_DATA_CACHE_DIR.
Commute Pulse data is a bundled snapshot of that pipeline's outputs. After re-running it, refresh with npm run sync:commute.
Every morning a GitHub Action calls the live ABS and RBA APIs the way the tools do and appends the result to health/log.jsonl: which checks passed, how long each took, and the latest period and value each returned. health/latest.md is the last run. If a source fails, returns nothing, changes how many series it sends, goes backwards, adds a new note or goes stale, the Action opens a health issue (or comments on the open one). Run it yourself with npm run health.
Code: MIT.