Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.
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.
JARROBA_MCP_DOMAINSYou need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"jarroba-tools-calc": {
"command": "npx",
"args": [
"-y",
"@jarroba/mcp-calc"
],
"env": {
"JARROBA_MCP_DOMAINS": "your-value"
}
}
}
}Run this in your terminal
claude mcp add jarroba-tools-calc --env JARROBA_MCP_DOMAINS=your-value -- npx -y @jarroba/mcp-calcFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"jarroba-tools-calc": {
"command": "npx",
"args": [
"-y",
"@jarroba/mcp-calc"
],
"env": {
"JARROBA_MCP_DOMAINS": "your-value"
}
}
}
}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": {
"jarroba-tools-calc": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@jarroba/mcp-calc"
],
"env": {
"JARROBA_MCP_DOMAINS": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
JARROBA_MCP_DOMAINS envThese 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 Invarato, 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 (0.3.0) reached the registry 12 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, 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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Fit, compatibility and recall checks for AI agents before they buy: verdicts, evidence, receipts.
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 for the maths a language model gets wrong — and, above all, for the ones it gets wrong *silently*.**
claude mcp add jarroba-calc -- npx -y @jarroba/mcp-calc
// Claude Desktop, Cursor, Cline, VS Code…
{ "mcpServers": { "jarroba-calc": { "command": "npx", "args": ["-y", "@jarroba/mcp-calc"] } } }
5 tools · ~1.6k tokens of context · stdio, runs on your machine · nothing is uploaded, no API key.
A model that gets 17 * 23 wrong is not the problem: that one is easy to catch. The problem is the answer that looks right.
9.8 m/s^2 * t^2 / 2.** Here m, s and t are all names of units *and* perfectly ordinary variable names. Read them wrong and you get a plausible quantity in the wrong dimension.So every tool here reports how sure it is, not just what it found: exact or approximate, over which interval it searched, how many complex roots it is not showing, and which names it read as units. The one thing none of them will do is fill a gap with something plausible.
calc_eval | Arithmetic with units and dimensional checking: 100 km/h to m/s, 5 km + 300 m, 70 kg to lbs, det([[1,2],[3,4]]). Adding metres to kilos is an error, not a silent number. Flags results that are not finite (NaN, ±∞), and says which names it read as units |
calc_solve | One equation (x^2 - 5x + 6 = 0, sin(x) = 0.5) or a linear system, one equation per line. Says whether the answer is exact or approximate, over which interval it searched, the degree of the polynomial and how many complex roots are not shown. Never invents a root it did not find |
calc_sheet | A multi-line calculation sheet with the result of every line. Variables carry downwards, units travel with the value, # starts a comment, ans is the previous result, and an error stays on its own line instead of killing the sheet. Declare currencies with # @moneda USD = 1.08 EUR — you supply the rate, so the sheet still computes the same thing next year. Optional Markdown table out |
calc_derive | Exact symbolic derivatives that keep the units: d/dx (3 m * x) is 3 m, not 3. Higher orders, and can evaluate the result at a point. Refuses to answer «0» when the variable is not in the expression, because a correct zero for the wrong question is the worst answer there is |
calc_steps | The worked steps, verified: a linear or quadratic equation, a derivative (naming the rule), or Gaussian elimination row by row. When it cannot explain a case it returns covered: false instead of writing a plausible derivation — which is the point, if a person is going to read it |
(x+1)^2 - (x-1)^2 untouched (it is 4x) and does not know sin²+cos²=1. A tool that hands back your own input under the label *"simplified"* is worse than no tool, because the caller cannot tell «already simplest» from «I could not do it».calc_solve still answers exactly; what is missing is the explanation, and calc_steps says which cases it covers in every response.The engine is the same code that runs the calculator at jarroba.com/tools — pure TypeScript, ~200 unit tests, no server. This package is the whole catalogue filtered down to the calculation domain; if you want the other 95 tools (logs, tests, SQL, SPARQL, diagrams…), install @jarroba/mcp instead. You can also widen this one without switching packages: JARROBA_MCP_DOMAINS=calc,core.
MIT. Nothing here talks to the network. Source: github.com/Invarato/jarroba-mcp.