Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Apify MCP tools: government jobs, bids and tenders, sitemaps, logos, CVEs, regulations.
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.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http rowfield-data 'https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/u…' --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rowfield-data": {
"url": "https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/u…",
"headers": {
"Authorization": "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": {
"rowfield-data": {
"type": "http",
"url": "https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/u…",
"headers": {
"Authorization": "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 address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
The server asks you to sign in before it lists its tools.
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 with the GitHub account bnjmnsmith6, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 163 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
Not checked yet; we read the tool list when we check the endpoint
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.
You need to fill in: Authorization
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 (0.1.0) reached the registry 4 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, Aiterm MCP
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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
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.
Use the 20 Rowfield Data scrapers on Apify as MCP tools in Claude Desktop, Cursor or other MCP clients.
Our own tools, published by Rowfield Data on Apify, built and operated with an AI agent.
Apify bills each run to your own Apify account at the listed Actor prices (see Tools).
Official MCP Registry: listed as io.github.bnjmnsmith6/rowfield-data-mcp (version 0.1.0, remote type streamable-http). Look it up: registry.modelcontextprotocol.io/v0/servers?search=io.github.bnjmnsmith6/rowfield-data-mcp. The registry entry is server.json in this repo, published by the publish workflow.
Guides: plain how-to pages for some of these tools (sitemap to CSV, logo from a domain, link previews, state jobs feed and more) are at bnjmnsmith6.github.io/rowfield-data-guides.
This repo has no server code. It is a config and docs repo. The tools run on Apify's hosted MCP server (https://mcp.apify.com), which turns any Apify Actor into an MCP tool. You pick Actors with the tools URL parameter, as described in the Apify MCP docs.
The registry entry and Options 1 and 2 below use the same remote server URL. Clients that install from the MCP Registry get this URL plus an optional Authorization header (marked secret).
Server URL:
https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/us-state-government-jobs,founder-experiment/canada-provincial-government-jobs,founder-experiment/manitoba-government-jobs,founder-experiment/victoria-government-jobs-careers-vic,founder-experiment/latvia-public-sector-vacancies,founder-experiment/civicplus-bid-postings,founder-experiment/eu-ted-tenders-scraper,founder-experiment/federal-register-documents-scraper,founder-experiment/sitemap-url-extractor,founder-experiment/website-logo-extractor,founder-experiment/nvd-cve-scraper,founder-experiment/saashub-alternatives-scraper,founder-experiment/empire-flippers-listings,founder-experiment/usgs-earthquake-catalog,founder-experiment/link-preview-open-graph-api
{
"mcpServers": { "rowfield-data": { "url": "https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/us-state-government-jobs,founder-experiment/canada-provincial-government-jobs,founder-experiment/manitoba-government-jobs,founder-experiment/victoria-government-jobs-careers-vic,founder-experiment/latvia-public-sector-vacancies,founder-experiment/civicplus-bid-postings,founder-experiment/eu-ted-tenders-scraper,founder-experiment/federal-register-documents-scraper,founder-experiment/sitemap-url-extractor,founder-experiment/website-logo-extractor,founder-experiment/nvd-cve-scraper,founder-experiment/saashub-alternatives-scraper,founder-experiment/empire-flippers-listings,founder-experiment/usgs-earthquake-catalog,founder-experiment/link-preview-open-graph-api" } } }
On first connection your browser opens an Apify sign-in.
{
"mcpServers": { "rowfield-data": { "url": "https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/us-state-government-jobs,founder-experiment/canada-provincial-government-jobs,founder-experiment/manitoba-government-jobs,founder-experiment/victoria-government-jobs-careers-vic,founder-experiment/latvia-public-sector-vacancies,founder-experiment/civicplus-bid-postings,founder-experiment/eu-ted-tenders-scraper,founder-experiment/federal-register-documents-scraper,founder-experiment/sitemap-url-extractor,founder-experiment/website-logo-extractor,founder-experiment/nvd-cve-scraper,founder-experiment/saashub-alternatives-scraper,founder-experiment/empire-flippers-listings,founder-experiment/usgs-earthquake-catalog,founder-experiment/link-preview-open-graph-api", "headers": { "Authorization": "Bearer " } } } }
Replace with your own Apify API token. Do not commit it.
{
"mcpServers": { "rowfield-data": { "command": "npx", "args": [ "-y", "@apify/actors-mcp-server", "--tools", "founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/us-state-government-jobs,founder-experiment/canada-provincial-government-jobs,founder-experiment/manitoba-government-jobs,founder-experiment/victoria-government-jobs-careers-vic,founder-experiment/latvia-public-sector-vacancies,founder-experiment/civicplus-bid-postings,founder-experiment/eu-ted-tenders-scraper,founder-experiment/federal-register-documents-scraper,founder-experiment/sitemap-url-extractor,founder-experiment/website-logo-extractor,founder-experiment/nvd-cve-scraper,founder-experiment/saashub-alternatives-scraper,founder-experiment/empire-flippers-listings,founder-experiment/usgs-earthquake-catalog,founder-experiment/link-preview-open-graph-api" ], "env": { "APIFY_TOKEN": " " } } } }
Ready-made files: configs/.
Fewer tools keep the client's tool list short. Use one of these URLs instead:
https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/us-state-government-jobs,founder-experiment/canada-provincial-government-jobs,founder-experiment/manitoba-government-jobs,founder-experiment/victoria-government-jobs-careers-vic,founder-experiment/latvia-public-sector-vacancies
https://mcp.apify.com?tools=founder-experiment/civicplus-bid-postings,founder-experiment/eu-ted-tenders-scraper,founder-experiment/federal-register-documents-scraper
https://mcp.apify.com?tools=founder-experiment/sitemap-url-extractor,founder-experiment/website-logo-extractor,founder-experiment/nvd-cve-scraper,founder-experiment/link-preview-open-graph-api
https://mcp.apify.com?tools=founder-experiment/saashub-alternatives-scraper,founder-experiment/empire-flippers-listings,founder-experiment/usgs-earthquake-catalog
Example (government jobs only):
{
"mcpServers": { "rowfield-gov-jobs": { "url": "https://mcp.apify.com?tools=founder-experiment/civicplus-job-postings,founder-experiment/k12-school-district-jobs-applitrack,founder-experiment/california-state-jobs-calcareers,founder-experiment/new-york-state-jobs-statejobsny,founder-experiment/wisconsin-state-government-jobs,founder-experiment/us-state-government-jobs,founder-experiment/canada-provincial-government-jobs,founder-experiment/manitoba-government-jobs,founder-experiment/victoria-government-jobs-careers-vic,founder-experiment/latvia-public-sector-vacancies", "headers": { "Authorization": "Bearer " } } } }
Each Actor shows up as a tool named founder-experiment-- (for example founder-experiment--sitemap-url-extractor). When Actor tools are loaded, Apify's server also adds helper tools such as get-actor-run, get-dataset-items, get-key-value-store-record and abort-actor-run.
Descriptions and prices are copied from the live Apify Store listings (checked 2026-11-02). Prices can change; the Store listing is the source of truth.
| Tool (Apify Actor) | What it does | Price (pay per event) |
|---|
| Government Jobs Scraper: City & County Jobs (CivicPlus) founder-experiment/civicplus-job-postings | Government jobs scraper for US public sector jobs: city jobs and county jobs on CivicPlus sites (Jobs.aspx). | $2 per 1,000 results (job posting) + $0.00005 per Actor start (per GB of memory) | | K-12 School & Teacher Jobs (AppliTrack) \| $0.30/1k founder-experiment/k12-school-district-jobs-applitrack | School district, teacher and substitute jobs scraper: K-12 job postings from 50 AppliTrack portals in 36 states (JSON, CSV, API). | $0.30 per 1,000 results (job posting) + $0.00005 per Actor start (per GB of memory) | | California State Government Jobs Scraper (CalCareers) founder-experiment/california-state-jobs-calcareers | CalCareers California state government jobs: title, department, county, telework, salary, dates, link. | $0.50 per 1,000 results (job posting) + $0.00005 per Actor start (per GB of memory) | | New York State Government Jobs Scraper (StateJobsNY) founder-experiment/new-york-state-jobs-statejobsny | New York State government job listings from StateJobsNY job board: title, grade, agency, county, posted date, deadline, link. | $0.50 per 1,000 results (job posting) + $0.00005 per Actor start (per GB of memory) | | Wisconsin State Government Jobs Scraper founder-experiment/wisconsin-state-government-jobs | Wisconsin state government jobs from the public wisc.jobs list: title, agency, job class, category, location, posted/deadline date, link. | $0.50 per 1,000 results (job posting) + $0.00005 per Actor start (per GB of memory) | | US State Government Jobs Scraper founder-experiment/us-state-government-jobs | US state government job listings for California, New York, Wisconsin, North Dakota: civil service jobs, one schema (state, title, agency, location, dates, link). | $1 per 1,000 results (job posting) + $0.00005 per Actor start (per GB of memory) | | Canada Provincial Government Jobs Scraper founder-experiment/canada-provincial-government-jobs | Canada government jobs scraper for provincial jobs in Manitoba, New Brunswick, Newfoundland and Labrador: public sector jobs, one schema (title, department, location, dates, link).
Only the beginning is shown; read the rest in the repo