Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Audit your site, pick from 1,600+ launch directories by DR and link type, and list on SaaSCity.
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://saascity.io/api/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"saascity": {
"command": "npx",
"args": [
"-y",
"saascity-mcp"
]
}
}
}Run this in your terminal
claude mcp add --transport http saascity https://saascity.io/api/mcpclaude mcp add saascity -- npx -y saascity-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"saascity": {
"url": "https://saascity.io/api/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"saascity": {
"command": "npx",
"args": [
"-y",
"saascity-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": {
"saascity": {
"type": "http",
"url": "https://saascity.io/api/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"saascity": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"saascity-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://saascity.io/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 7, 2026. The maker wrote them, not us; we show them as plain text.
check_launch_readinessAudit a product homepage before launching it: HTTPS, noindex, title and meta description, og:image (fetched to confirm it loads), X card, favicon, canonical, mobile viewport, h1, JSON-LD, robots.txt, sitemap, parked or 404 pages, response time, and whether the page is empty witho
recommend_launch_directoriesHand-picked launch directories for a product type, grouped by when to submit (launch day first, evergreen after). Every pick carries a human-written verdict, including the ones that are not worth paying for, plus Ahrefs DR, link type and price. Start here; use find_launch_directo
find_launch_directoriesFilter 1,667 startup, SaaS and AI directories by category, minimum Ahrefs DR, link type (dofollow/nofollow), price and badge-swap requirement. Returns submit URLs. Link type and price are "unknown" where nobody has verified them yet - treat those as unverified, not as free or dof
get_launch_directoryLook up one directory by domain or URL: Ahrefs DR, dofollow or nofollow, price, whether it wants a badge swap, the submit URL, and a human verdict where one exists. Use it to vet a directory before paying for a listing.
submit_projectList a product on the SaaSCity launch directory. Creates an inert draft and returns a claim URL; the human opens it to sign in, gets the submit form prefilled with the draft, picks a plan and a launch Monday and submits the form. Nothing is submitted, published or charged until t
check_badgeCheck whether the SaaSCity badge is live on a site. Reads the given URL and, for a deep page, the site homepage too, rendering JavaScript if the static HTML misses it. A verified badge keeps a free listing booked before November 6, 2026 on a dofollow link. A paid listing needs no
get_submission_statusWhere a SaaSCity submission stands. By claim token: unclaimed, expired, claimed but the form not submitted yet, submitted and waiting for payment, submitted and in review, rejected, archived, or live. By slug: a live listing (launch week, badge, link type, points).
get_launch_weeksSaaSCity launch weeks: the next 12 Mondays. A round opens each Monday at 00:00 UTC, and a paid listing can take any of them.
get_offersSaaSCity listing offers with real prices - Basic listing and Premium listing - and exactly what each buys (dofollow link, city-map building, launch review). Every new listing is paid. Only a human can pay, on the claim page.
search_listingsSearch products listed on SaaSCity by keyword and/or category. Returns title, tagline, category, upvote points, the listing page and the product site. Useful for market research ("what else exists in this space?") before a launch.
get_listingOne live SaaSCity listing by slug: title, tagline, full description, category, upvote points, link type (dofollow/nofollow), listing page and product site.
get_leaderboardSaaSCity's most upvoted launches for this week's launch, the last 30 days, or all time, optionally within one category.
find_alternativesOther SaaSCity listings in the same category as a given listing, most upvoted first. Useful for competitor research and positioning.
calculate_arrTurn monthly recurring revenue into annual recurring revenue (ARR = MRR x 12), with ARPU when the customer count is given and the months to $100k, $1M and $10M ARR at a monthly growth rate. Count annual plans at their yearly price divided by 12 and leave one-time fees out of MRR.
calculate_arr_bridgeExplain how ARR moved over a period: ending ARR = starting ARR + new + expansion - contraction - churned. Returns net new ARR, growth, the SaaS quick ratio ((new + expansion) / (contraction + churned)), and net and gross revenue retention of the starting base. Full calculator: ht
calculate_churnCustomer churn and retention for a period, its monthly and annual equivalents (compounded, so 5% a month is about 46% a year, not 60%), and the average customer lifetime. Full calculator: https://saascity.io/free-tools/churn-rate-calculator
calculate_nrrNet revenue retention (NRR) and gross revenue retention (GRR) of a group of customers from their starting MRR, expansion, contraction and churned MRR, with annualised figures. Full calculator: https://saascity.io/free-tools/net-revenue-retention-calculator
rule_of_40Rule of 40 score (revenue growth % + profit margin %), plus the magic number, burn multiple and SaaS quick ratio when their inputs are given. Full calculator: https://saascity.io/free-tools/rule-of-40-calculator
calculate_npsNet Promoter Score from the counts of promoters (9-10), passives (7-8) and detractors (0-6), with the margin of error at 95% confidence. Full calculator: https://saascity.io/free-tools/nps-calculator
ab_test_significanceTwo-proportion test of an A/B result: conversion rates, relative uplift, p-value, confidence interval, the chance that B beats A, and a sample ratio mismatch check. Full calculator: https://saascity.io/free-tools/ab-test-calculator
markup_marginSelling price, profit and margin from a cost and a markup percent, or markup and margin from a cost and a selling price. Full calculator: https://saascity.io/free-tools/markup-calculator
uptime_downtimeAllowed downtime per day, week, month, quarter and year, in seconds, for an availability target such as 99.9%. Full calculator: https://saascity.io/free-tools/uptime-calculator
check_backlinkCheck whether a directory listing page links to your site and whether that link is followed. Reads the page's static HTML and reports every anchor pointing at your domain with its rel (nofollow, ugc, sponsored), hidden links, links that only go through the directory's own redirec
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 7, 2026
The registry name was verified against the domain saascity.io (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 476 ms (HTTP 200)
No sign-in needed
Read 23 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.
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (2.1.0) reached the registry today.
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, Hunter Killer
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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Liquidation walls, snapshot age, evidence labels and a public record. Managed OAuth.
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 launching a product. Your AI agent can audit your homepage before launch, pick launch directories out of 1,600+ with Ahrefs DR, link type and price, and list the product on SaaSCity.
https://saascity.io/api/mcp (Streamable HTTP). No account, no API key.npx -y saascity-mcp for clients that only run local servers. It forwards to the hosted server.2026-07-28 (stateless) and the initialize-based versions 2025-11-25, 2025-06-18, 2025-03-26 and 2024-11-05, all on one endpoint.Built by SaaSCity, the launch directory for SaaS and AI tools. Full docs: saascity.io/mcp
Claude Code
claude mcp add --transport http saascity https://saascity.io/api/mcp
Claude Desktop, Cursor, Windsurf, VS Code and other clients with `mcpServers` JSON
{
"mcpServers": { "saascity": { "type": "http", "url": "https://saascity.io/api/mcp" } } }
Stdio-only clients
{
"mcpServers": { "saascity": { "command": "npx", "args": ["-y", "saascity-mcp"] } } }
It also runs straight from GitHub: npx -y github:nyyhao/saascity-mcp.
| Tool | What it does |
|---|---|
check_launch_readiness | Audits a homepage the way directory scrapers and link-preview bots see it: HTTPS, noindex, title, meta description, og:image (fetched to confirm it loads), X card, favicon, canonical, viewport, h1, JSON-LD, robots.txt, sitemap, parked or 404 pages, response time, and pages that are empty without JavaScript. Returns a 0-100 score, a verdict and a fix for each problem. |
recommend_launch_directories | Hand-picked directories for SaaS, AI or developer tools, grouped by when to submit. Each pick has a human-written verdict, including the ones not worth paying for. |
find_launch_directories | Filters the full dataset (1,600+ startup, SaaS and AI directories) by category, minimum DR, dofollow/nofollow, price and badge-swap requirement. Unverified fields come back as unknown instead of a guess. |
get_launch_directory | Looks up one directory by domain or URL before you pay for a listing. |
submit_project | Lists a product on SaaSCity as an inert draft and returns a claim link. Nothing is published or charged until a human opens it, and every listing is reviewed by a person. |
check_badge | Checks whether the SaaSCity badge is live on a site (a verified badge makes the listing link dofollow). |
get_submission_status | Where a submission stands, by claim token or listing slug. |
get_launch_weeks | Free slots left in the next 12 weekly launches. |
get_offers | Listing tiers and prices. |
search_listings | Searches products listed on SaaSCity by keyword and category. |
get_listing | One listing in full. |
get_leaderboard | Most upvoted launches this week, in the last 30 days, or all time. |
find_alternatives | Other listings in the same category as a given one. |
Every tool declares an outputSchema and returns structuredContent next to its text, plus readOnlyHint and the other behavior hints. Only submit_project writes anything, and it writes only a draft.
plan_launch (website_url, product_type): audit, fix the blockers, pick directories, produce a dated launch checklist.submit_to_saascity (website_url): draft a listing from the site, confirm it with you, then submit it.Check if https://example.com is ready to launch, then give me a two-week launch plan for an AI tool using free dofollow directories.
Is uneed.best worth it? What's its DR and is the link dofollow?
List my product on SaaSCity. The site is https://example.com.
drCheckedAt is the date of its last recheck, or null when the value comes from the last sweep of the list. Link type and price come from checks against the live sites, dated by dataUpdatedAt. Rows nobody has verified say unknown.submit_project 5 per day, check_launch_readiness 20 per hour, check_badge 30 per hour, everything else 30-60 per minute.submit_project is the only way a draft becomes a listing.curl -s https://saascity.io/api/mcp \
-H 'content-type: application/json' \ -H 'mcp-protocol-version: 2025-11-25' \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'
MIT for this bridge. The directory data is served by saascity.io and is not part of this repository.