Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Judges startup and side-project ideas: KILL IT, FIX IT or SHIP IT, a 0-100 score and 8 sub-scores.
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://killmyidea.biz/api/mcpRun this in your terminal
claude mcp add --transport http killmyidea https://killmyidea.biz/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"killmyidea": {
"url": "https://killmyidea.biz/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": {
"killmyidea": {
"type": "http",
"url": "https://killmyidea.biz/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://killmyidea.biz/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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
judge_ideaJudge a startup or side-project idea. Returns a verdict (verdict KILL, FIX or SHIP, shown as verdict_label KILL IT, FIX IT or SHIP IT), an overall score, the best_signal, the biggest_risk and the eight scored dimensions. If the idea is too vague to judge, needs_detail is true and
get_statsHow many ideas Kill My Idea has analyzed so far and how many were killed, fixed or shipped. Cached for 5 minutes.
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 against the domain killmyidea.biz (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 336 ms (HTTP 200)
No sign-in needed
Read 2 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 3 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 (1.0.0) reached the registry 3 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.
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.
Describe a startup idea. Jev decides: KILL IT, FIX IT or SHIP IT.
No generative LLM. One request asks TypeSafe Jev 10 questions in parallel: 8 plain indie-hacker questions scored 0–4, plus the category and whether the idea is understandable.
idea → Jev (8 scores) → each × 25 → weighted average → clarity gate → KILL / FIX / SHIP
npm install
cp .env.example .env
TYPESAFE_API_KEY=your_key
The key is only read by api/evaluate.ts and never reaches the browser.
Successful evaluations are archived in SQLite at data/analytics.sqlite by default. Set ANALYTICS_DB_PATH to an absolute path on a persistent disk in production. Users can opt out per request with the checkbox below private history.
SITE_URL (optional) sets the absolute URL used in the canonical and OG/Twitter tags, robots.txt, sitemap.xml, /mcp.md and llms.txt (generated at build time). It defaults to https://killmyidea.biz. The image itself is public/og.png (1200×630).
For UI work without a key, set TYPESAFE_MOCK=1. The API then returns deterministic fake answers labelled MOCK DATA in the raw-data panel. Mock mode is ignored in production.
npm run dev # http://127.0.0.1:5317 (serves /api/* and /mcp/ too)
npm test # unit tests npm run benchmark # balanced scoring benchmark; requires the app to be running
Every result has a collapsed "How Jev decided" panel with raw Jev answers, probabilities, confidence, the average, the verdict, latency and token usage. ?debug=1 opens it by default.
npm run build # typecheck + static build in dist/
The site runs on Forge as a Node server: npm run build for the static assets in dist/, then npm run build:server && npm start to serve the API endpoints. Set TYPESAFE_API_KEY in the site's environment file.
SQLite needs a persistent local disk, which the Forge server provides directly (data/analytics.sqlite); set ANALYTICS_DB_PATH to an absolute path on that disk in production.
Because the SPA is served with an nginx fallback (try_files ... /index.html), every unknown path returns the index page with HTTP 200. Bots probing random URLs therefore show up as pageviews in DataFast. To stop that, change the fallback in the site's nginx configuration (Forge → site → Edit Nginx Configuration) to return 404 for unknown paths if the app has no real routes:
location / {
try_files $uri $uri/ =404; }
Both domains belong to the same Forge site. The old one answers every request with a 301 to the same path and query on killmyidea.biz, via deploy/nginx-old-domain-redirect.conf, pasted into the site's nginx configuration inside the server block. Keep that redirect for at least a year.
Idea history lives in localStorage, which is per origin. The 301 adds #moved; the inline script in index.html then makes one hop to public/history-transfer.html on the old domain, which returns with its history in the URL fragment (never sent to a server) to be merged. It runs at most once per browser. Remove both once the old domain is retired.
api/mcp.ts is a free, public MCP server at /api/mcp (Streamable HTTP, no auth). It is stateless: every POST is one JSON-RPC message answered with plain JSON, there are no sessions and GET returns 405. Tools:
judge_idea(idea, goal?, do_not_archive?): same pipeline as /api/evaluate (api/_judge.ts), returns the verdict, score, best signal, biggest risk and the eight sub-scores, without the raw Jev responseget_stats(): analyzed count and verdict splitMCP evaluations are archived like web ones, with source = 'mcp'.
Usage is tracked in the mcp_requests table: one row per JSON-RPC message with the method, tool name, client name and version (sent with initialize), user agent, protocol version, success or error, and latency. It never stores tool arguments or IP addresses. Summary for the last 7 days (or -- 30 for 30):
npm run mcp:usage
That report includes user agents and error messages, so it stays private. The public /stats/ page (stats/index.html + src/stats-page.tsx, linked in the footer) reads GET /api/usage (api/usage.ts, cached 5 minutes): ideas analyzed on the web and via MCP, a 30-day daily chart, tool calls, clients and verdicts. Client and tool names come from callers, so only known ones are published (clientLabel), everything else is "Other".
Docs: mcp/index.html is the static SEO page at /mcp/ (a second Vite entry); mcp/mcp.md is served as /mcp.md for agents and llms.txt is generated in vite.config.ts. Both are emitted at build time and served by the dev server.
claude mcp add --transport http killmyidea https://killmyidea.biz/api/mcp
nginx already proxies /api/ to the Node server, so no extra config is needed.
src/lib/scoring.ts and src/lib/verdict.ts. That's all there is:
WEIGHTS)goal (money default, open_source, fun).VERDICT_THRESHOLDS)SCORING_VERSION identifies the exact questions, weights, thresholds and gating semanticsBEST SIGNAL / BIGGEST RISK are the highest / lowest question, with fixed copy in src/lib/copy.ts.
src/lib/questions.ts: Real problem, Clear customer, Demand, Money, Reach, Different, Buildable, Shareable, plus Adoption, Immediate appeal and Fun for goal-specific scoring. Each has five levels written as concrete situations (Jev judges each level on its own). The HTTP client is src/lib/typesafe.ts.
api/evaluate.ts API endpoint for the website
api/mcp.ts MCP server (JSON-RPC over POST /api/mcp) api/_judge.ts shared pipeline (validate → Jev → score → archive) api/stats.ts API endpoint (ideas submitted + verdict split, 5-min cache) api/usage.ts public usage numbers for /stats/ (5-min cache) api/_analytics-db.ts SQLite archive for evaluation requests and scores api/_mock.ts local-only fake answers src/lib/questions.ts Jev questions src/lib/scoring.ts 0-4 → 0-100, average src/lib/verdict.ts KILL / FIX / SHIP thresholds src/lib/copy.ts fixed copy per question src/lib/storage.ts history (IdeaStore interface, localStorage implementation) src/lib/share.ts share text and X intent URL src/lib/features.ts public site and repository URLs src/components/ UI mcp/index.html /mcp/ docs page (SEO) mcp/mcp.md /mcp.md docs for agents stats/index.html /stats/ public usage page benchmarks/cases.json balanced, synthetic benchmark cases scripts/run-scoring-benchmark.mjs benchmark runner and summary
Production builds load DataFast's cookieless script (script.cookieless.js) with the site id dfid_UvVlC3fid8kOr95YTMIho (vite.config.ts). Dev builds only track when DATAFAST_WEBSITE_ID is set; DATAFAST_WEBSITE_ID=off disables tracking. DATAFAST_DOMAIN defaults to killmyidea.biz; DATAFAST_ALLOWED_HOSTNAMES defaults to killmyidea.stemonte.io so the old domain still counts during the move. In DataFast, enable Settings → General → Cookieless / privacy mode so the dashboard matches the script.
There is one custom goal (src/lib/analytics.ts): idea_submitted, with length, saved, and archived params. The idea text is never sent to DataFast.
Unless the user checks the opt-out, each successful evaluation creates one row in the evaluations table. It includes the idea, where it came from (source: web or mcp), scoring version, total score, raw verdict, clarity-gate status, category, all eight dimension scores, understandability, latency, model, token usage and the complete diagnostic response JSON. It deliberately excludes IP addresses, cookies and browser identifiers.
For example:
sqlite3 data/analytics.sqlite \
'SELECT scoring_version, goal, COUNT(*), ROUND(AVG(score), 1) FROM evaluations GROUP BY scoring_version, goal;'
Rows collected before scoring v2 are migrated without being reinterpreted: they remain scoring_version = 1, while v2 stores the new appeal score for fun ideas. To export:
sqlite3 -header -csv data/analytics.sqlite 'SELECT * FROM evaluations;' > evaluations.csv
benchmarks/cases.json contains two similarly detailed, synthetic ideas for each category. The runner evaluates every case against all three goals and always sends doNotArchive: true. With the app running against Jev:
BENCHMARK_RUNS=3 npm run benchmark
It reports score and verdict distributions by goal, category accuracy, clarity gates and repeat-score range. The full JSON is written to the ignored benchmarks/results/latest.json; set BENCHMARK_URL to test a deployed instance.
.mcp.json registers the official DataFast MCP server (https://datafa.st/api/mcp). In Claude Code, run /mcp and sign in with OAuth to query these analytics.
The public policy is privacy/index.html (/privacy/), with the terms in terms/index.html (/terms/). Keep them in step with what the code stores. Contact: hello@killmyidea.biz (Cloudflare Email Routing).
localStorage. There are no accounts.IdeaStore in src/lib/storage.ts.MIT. See LICENSE.