Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Map single-author, never-reviewed files from authorship and review data: a factual risk list.
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.
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"busfactor": {
"command": "npx",
"args": [
"-y",
"@reneturcios/busfactor",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add busfactor -- npx -y @reneturcios/busfactor mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"busfactor": {
"command": "npx",
"args": [
"-y",
"@reneturcios/busfactor",
"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": {
"busfactor": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@reneturcios/busfactor",
"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 6, 2026
The registry name was verified with the GitHub account CloudCorpRecords, 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 (0.1.0) reached the registry 3 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js, Docker on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, LickityClick
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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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.
Every codebase has files that only one person really knows. If that person is away — on holiday, off sick, gone from the team — those files are the ones nobody can safely change. busfactor works out where that risk sits. You give it, for each file, who wrote it and how many commits each author made, plus who reviewed changes to it, and it gives back a factual map:
total_commits, how many distinct authors it has, its top_author and that author's top_share of the file's commits, and external_reviewers: how many of its reviewers are not authors of the file. A review by one of the file's own authors does not count as external review, so a file checked only by the people who wrote it reads as never reviewed.dominated when its top author's share reaches the threshold (0.8 by default), and never_reviewed when it has no external reviewers. A file that is both is at_risk, and at_risk_files collects exactly those paths. The list is a statement of fact about concentration and coverage; it carries no judgement about the people involved.Duplicate author names inside one file are merged by summing their commits before anything is computed, and reviewer names are de-duplicated. The top-author share is rounded to four decimal places, and the domination check compares that rounded share — the number the report itself shows — against the threshold, so a file reported at exactly the threshold is always flagged dominated. Every list in the result is sorted ascending, so the same data always yields exactly the same map. Malformed input — a missing or empty file list, a duplicate path, an author with no commits — is a validation error naming the offending path (for example files[1].authors[0].commits must be an integer >= 1), and no partial map is produced. The computation is pure and local: no network, no configuration, no files read beyond the input you pass in.
npx @reneturcios/busfactor analyze --input args.json
npx @reneturcios/busfactor --version
args.json contains the full arguments object:
{
"files": [ { "path": "src/solo.ts", "authors": [{ "name": "amy", "commits": 10 }] }, { "path": "src/shared.ts", "authors": [ { "name": "amy", "commits": 5 }, { "name": "bob", "commits": 5 } ], "reviewers": ["amy", "cleo"] } ] }
reviewers defaults to [] per file, and threshold defaults to 0.8. Here src/solo.ts is single-author and unreviewed, while src/shared.ts is split evenly and was externally reviewed by cleo. The map is printed as JSON:
{
"files": [ { "path": "src/shared.ts", "total_commits": 10, "distinct_authors": 2, "top_author": "amy", "top_share": 0.5, "external_reviewers": 1, "never_reviewed": false, "dominated": false, "at_risk": false }, { "path": "src/solo.ts", "total_commits": 10, "distinct_authors": 1, "top_author": "amy", "top_share": 1, "external_reviewers": 0, "never_reviewed": true, "dominated": true, "at_risk": true } ], "at_risk_files": ["src/solo.ts"], "summary": { "total_files": 2, "at_risk_count": 1, "single_author_count": 1, "never_reviewed_count": 1 } }
Exit codes: 0 on success, 1 on a runtime error (including an unreadable or invalid input file, or invalid input), 2 on a usage error.
npx -y @reneturcios/busfactor mcp
MCP client config:
{
"mcpServers": { "busfactor": { "command": "npx", "args": ["-y", "@reneturcios/busfactor", "mcp"] } } }
analyze_bus_factor — Map single-author, never-reviewed files from authorship and review data.files (array, required, at least one) — files as {path, authors, reviewers?} objects; path is unique across the set, each authors entry is a {name, commits} pair with at least 1 commit, and reviewers lists names that reviewed changes to the filethreshold (number, optional, default 0.8) — the top-author share at or above which a file counts as dominated by one author; must be > 0 and <= 1Returns {files, at_risk_files, summary}.
docker run -i ghcr.io/cloudcorprecords/busfactor
docker run --rm -v "$PWD:/w" ghcr.io/cloudcorprecords/busfactor analyze --input /w/args.json
npm install
npm run build # tsc -> dist/ npm test # tsx --test test/*.test.ts (pure local, no network) npm run dev # run the CLI from source
MIT — Copyright (c) 2026 Rene Turcios