Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Google SERP + AI Overviews, AI Mode, SEA news mentions, Maps, Jobs, Trends and 13 more data tools.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
APIFY_TOKEN标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"data": {
"command": "npx",
"args": [
"-y",
"@subimpact/data-mcp"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add data --env APIFY_TOKEN=your-value -- npx -y @subimpact/data-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"data": {
"command": "npx",
"args": [
"-y",
"@subimpact/data-mcp"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"data": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@subimpact/data-mcp"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 subimpact 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:APIFY_TOKEN
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.2.0)于8天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Symantec Cloud DLP AIops
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Public-data tools for AI agents, in one MCP server. Point it at your own Apify account and your model can search Google (organic results, People Also Ask, knowledge graph and full AI Overviews), run Google AI Mode queries, watch news mentions across Southeast Asian publishers, collect Google Maps places, Google Jobs, Trends, website contacts, page-to-markdown, Ads Transparency data, YouTube, TikTok, Eventbrite, ATS career pages, Substack, Bluesky, Lazada products, JSON-LD entity graphs, SEO audits and Pinterest — all as JSON instead of browser tabs. Every tool wraps one actor from the subimpact Apify Store: the server starts the actor with your APIFY_TOKEN, waits for it, and returns the dataset items. Nothing is scraped locally and no credentials of ours are involved.
You need an Apify API token: console.apify.com → Settings → Integrations. Runs are billed to that Apify account at each actor's Store price (pay per event).
claude mcp add subimpact-data -e APIFY_TOKEN=... -- npx -y @subimpact/data-mcp
Add this to claude_desktop_config.json (~/Library/Application Support/Claude/ on macOS, %APPDATA%\Claude\ on Windows):
{
"mcpServers": { "subimpact-data": { "command": "npx", "args": ["-y", "@subimpact/data-mcp"], "env": { "APIFY_TOKEN": "apify_api_your_token" } } } }
Add the same block to .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):
{
"mcpServers": { "subimpact-data": { "command": "npx", "args": ["-y", "@subimpact/data-mcp"], "env": { "APIFY_TOKEN": "apify_api_your_token" } } } }
Want a smaller tool list? Add "--tools", "google_search,news_mentions" to args, or set SUBIMPACT_TOOLS=google_search,news_mentions in env. get_run_results is always available.
| Tool | What it does | Price |
|---|---|---|
google_search | Google search as JSON: full AI Overview answers (lists, citations, sources) plus organic results, People Also Ask, knowledge graph, top stories and local results in one… | Google SERP: $0.003 |
google_ai_mode | Real Google AI Mode answers (udm=50 tab) rendered in Android Chrome, for any country and language: full answer, structured blocks, resolved source URLs and per-paragraph… | AI Mode search completed: $0.003 + platform usage |
news_mentions | Search a curated index of publisher news feeds by keyword and get clean article rows: title, snippet, publisher URL, source, region, topic, language and publish time.… | Article: $0.001 + platform usage |
google_maps_places | Extract Google Maps places with phone, website, rating, reviews, opening hours, popular times, images and place ID. Plain HTTP, no browser, $1.00 per 1,000 places.… | Place scraped: $0.001; Review scraped: $0.0005; Actor start: $0.00005; Add-on: Company contacts: $0.001 + platform usage |
google_jobs | Scrape Google Jobs listings by query and country: title, company, location, source (LinkedIn, Indeed...), posted date, salary, job type, description and apply links. No… | Job: $0.001 + platform usage |
website_contacts | Extract emails, phone numbers and social profile links (Facebook, Instagram, LinkedIn, X, TikTok, YouTube, WhatsApp, Telegram) from any list of websites. Plain HTTP, no… | Page scanned: $0.0008 + platform usage |
google_trends | Scrape Google Trends interest-over-time, related queries/topics, and per-region interest for keywords. No API key, no browser, no captcha. Up to 5 keywords compared per… | Keyword trends bundle: $0.0025 + platform usage |
web_page_markdown | Web search and fetch tool for AI agents and RAG pipelines. Queries Google Search, scrapes the top N pages over raw HTTP, and returns clean Markdown. $0.001 per page plus… | Page extracted: $0.001 + platform usage |
google_ads_transparency | Scrape Google Ads Transparency Center: find advertisers by name or ID and export their ads with format, first and last shown dates, preview and ad links, filtered by… | Ad: $0.0008; Advertiser: $0.0005 + platform usage |
youtube | Fast YouTube scraper with no browser and no API key: keyword search with filters, channel videos and Shorts, channel About data, playlists, video details (exact likes,… | Result: $0.001 + platform usage |
tiktok_hashtag | High-speed TikTok hashtag scraper. Extract videos, views, likes, comments, shares, audio details, and creator profiles by hashtag at an ultra-competitive price. | Video: $0.001 |
eventbrite_events | Scrape Eventbrite events with venue and organizer data by default. Search by city, keyword, category, price and dates, or by event URL or organizer. $2.00 per 1,000… | Event: $0.002 + platform usage |
company_career_jobs | Get live job postings straight from company career pages — Greenhouse, Lever, Ashby, Workday, SmartRecruiters — normalized into one schema, with new-job monitoring for… | Job scraped: $0.001; Company monitored: $0.02 + platform usage |
substack | Substack Intel API — Posts, Archives & Publication Stats | Run started: $0.00005; Post or publication row: $0.001 + platform usage |
bluesky | Scrape Bluesky posts, profiles, threads, and follower graphs by keyword, hashtag, or handle. No login required. Fast AT Protocol API, JSON/CSV export, pay only per… | Post scraped: $0.001; Profile scraped: $0.002 + platform usage |
lazada_products | Scrape Lazada search results and category pages across 6 SEA markets (MY/SG/TH/ID/PH/VN) with a real browser session via Apify residential proxy. Monitor price drops,… | Product scraped: $0.00099; Product checked: $0.003; Alert created: $0.01 + platform usage |
jsonld_entities | Extract deeply nested JSON-LD, validate against Schema.org (979 types, 1,633 properties), and resolve disconnected blocks into one unified knowledge graph with typed… | Actor start: $0.00005; Page processed: $0.0015 + platform usage |
seo_page_audit | Port of the SEO Minion extension as an API: full on-page audits per URL (meta tags, headings, images, links, structured data, hreflang) plus Google SERP snippet previews… | page audit: $0.001; SERP preview: $0.001 + platform usage |
pinterest | Scrape Pinterest pins from keyword search, boards and profiles. Full-res originals, video variants, board/pinner metadata, repin counts. Pure HTTP - no browser, no… | Pin scraped: $0.00199; Media downloaded: $0.005 + platform usage |
rss_feed_reader | Read RSS, RDF, Atom and JSON Feed URLs and get one clean JSON row per item: title, link, ISO dates, author, summary, categories, image, enclosures. Only-new mode for… | Feed item: $0.0005 + platform usage |
telegram_channel | Scrape public Telegram channels via the t.me web preview: one row per post with text, date, views, media, link previews, polls, reactions, hashtags and links, plus… | Post: $0.0003; Channel info: $0.001 + platform usage |
google_flights | Search Google Flights and get one row per flight option: fare, airlines, flight numbers, times, airports, stops, layovers, aircraft, legroom and CO2. One-way or round… | Flight search: $0.002 + platform usage |
my_grocery_prices | One normalised Malaysian grocery price feed from 99 Bulksales, Jaya Grocer and KPDN PriceCatcher, with pack-size parsing, RM per kg / litre / piece unit prices and… | Product price row: $0.001 + platform usage |
Every tool also accepts two optional control parameters:
_maxItems (integer, default 50, max 1000) — how many dataset items come back to the model. It truncates the response only; the actor still collects (and charges for) what its input asks for._maxChargeUsd (number, default 0.5) — per-run spending cap in USD, sent to Apify as the run option maxTotalChargeUsd. The run stops when it reaches the cap, so an accidental large batch cannot cost more than this.The extra get_run_results tool (runId, _maxItems, offset) fetches the status and items of a run that was still running when its tool call returned. Long jobs return a runId instead of blocking forever; call it later to collect the results.
Every call is a real Apify run on your account, priced per event by the actor (for example google_search at $0.003 per SERP, news_mentions at $0.001 per article). There is no subscription and this server never charges you: Apify bills your account directly.
_maxChargeUsd of $0.50; it is passed to Apify and enforced by the platform._maxItems to keep model context (and token spend on the model side) small.itemCount (total items in the dataset) and returned (items sent to the model), so you can see when a result was truncated.A single tool call waits up to SUBIMPACT_TIMEOUT_SECS (default 240 seconds). If the run is still going, you get its runId and can collect the results with get_run_results.
| Variable | Required | Description |
|---|---|---|
APIFY_TOKEN | yes (for calls) | Your Apify API token. tools/list works without it so directories can introspect the server. |
SUBIMPACT_TOOLS | no | Comma-separated subset of tool names to expose, e.g. google_search,news_mentions. |
SUBIMPACT_TIMEOUT_SECS | no | Per-call wait budget in seconds (default 240). |
SUBIMPACT_API_BASE | no | Override the Apify API base URL (default https://api.apify.com/v2); meant for testing against a mock. |
CLI flags: --tools a,b,c, --help, --version.
APIFY_TOKEN you set. The server ships with no secrets and calls no private backend._maxChargeUsd cap limits a single run, not your monthly Apify spend.npm install
npm run build # tsc + copy src/tools.json into dist/ npm test # offline tests: mocked fetch + a stdio round trip npm run typecheck
只显示了开头部分;其余内容请在仓库中阅读