Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
Data Gleaner
Overview
Description from the maker (original English)
Pay-per-result web data tools: company contacts and emails, leads, China social, apps.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
- You need to fill in: Authorization
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- You fill in yourself:
Authorization
Values marked secret are keys to your account. Never share them or paste them into a chat.
You need
- Runs in the cloudNothing to install; it connects over the internet
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 data-gleaner 'https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,dataglea…' --header 'Authorization: your-value'Fill in the empty values before running it.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"data-gleaner": {
"url": "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,dataglea…",
"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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"data-gleaner": {
"type": "http",
"url": "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,dataglea…",
"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.
Values you fill in
Authorizationsecret HTTP headerOptional when your client supports OAuth (it opens an Apify sign-in). Otherwise 'Bearer ' from console.apify.com/settings/integrations.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
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
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account datagleaner, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32484 servers in this category
- Published to the registry more recently than 84% of the other 32484 servers in this category
- Basic checks equal to or better than 100% of the other 32484 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Data Gleaner safe?
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.
What keys or codes does it need?
You need to fill in: Authorization
Does it run on my computer or in the cloud?
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.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 6 days ago.
Which apps can use it?
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.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, Recta
Alternatives
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
Remote Desktop Commander
by desktop-commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud★ 211Updated yesterday
Install
Recta
by RectaBuild
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
Computer or cloudUpdated today
Install
README from the maker
Open the README
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.
Data Gleaner MCP server
Fourteen web data tools for AI agents, served as one remote MCP server, led by Company Contact Details & Website Email Finder ($2 per 1,000 sites with an email). Company contacts: website emails, team pages and decision makers, company domain finder, Google Maps leads with emails, company enrichment by domain. Creators: YouTube, TikTok and link-in-bio emails. China social: Weibo, WeChat articles, Xiaohongshu. Also Google Play, YouTube comments and AliExpress. You pay per result returned, nothing to install and nothing to host.
The tools are Data Gleaner Actors on Apify, served through Apify's official hosted MCP server at mcp.apify.com. This repository holds the connection configs and the registry metadata; there is no code to run.
Connect
One URL exposes only the Data Gleaner tools:
https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,datagleaner/youtube-comments-scraper,datagleaner/xiaohongshu-rednote-scraper,datagleaner/tiktok-contacts,datagleaner/company-enrichment-by-domain,datagleaner/bio-link-email-finder,datagleaner/aliexpress-scraperTwo ways to sign in:
- OAuth (recommended). Paste the URL alone. Your client opens an Apify sign-in on first use; a free Apify account works.
- API token. Send the header
Authorization: Bearer, with a token from console.apify.com/settings/integrations.
Runs are billed to your own Apify account at the prices below. Apify's free plan includes monthly usage credit, which covers a first test.
Want only one tool? Keep just that Actor in the tools= list, for example https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper.
Claude Code
claude mcp add --transport http data-gleaner "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,datagleaner/youtube-comments-scraper,datagleaner/xiaohongshu-rednote-scraper,datagleaner/tiktok-contacts,datagleaner/company-enrichment-by-domain,datagleaner/bio-link-email-finder,datagleaner/aliexpress-scraper"With a token instead of OAuth, add --header "Authorization: Bearer $APIFY_TOKEN".
Claude Desktop and Claude.ai
Settings, Connectors, Add custom connector: name it Data Gleaner and paste the URL. Claude opens the Apify sign-in.
To use a token instead, put this in claude_desktop_config.json (it runs the mcp-remote bridge, so Node.js must be installed; the header is written without a space after the colon because Claude Desktop on Windows splits arguments at spaces):
{"mcpServers": { "data-gleaner": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,datagleaner/youtube-comments-scraper,datagleaner/xiaohongshu-rednote-scraper,datagleaner/tiktok-contacts,datagleaner/company-enrichment-by-domain,datagleaner/bio-link-email-finder,datagleaner/aliexpress-scraper", "--header", "Authorization:${AUTH_HEADER}" ], "env": { "AUTH_HEADER": "Bearer " } } } }
Cursor
~/.cursor/mcp.json (or .cursor/mcp.json in a project):
{"mcpServers": { "data-gleaner": { "url": "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,datagleaner/youtube-comments-scraper,datagleaner/xiaohongshu-rednote-scraper,datagleaner/tiktok-contacts,datagleaner/company-enrichment-by-domain,datagleaner/bio-link-email-finder,datagleaner/aliexpress-scraper" } } }
For a token instead of OAuth, add "headers": { "Authorization": "Bearer ${env:APIFY_TOKEN}" } next to url.
VS Code
.vscode/mcp.json:
{"servers": { "data-gleaner": { "type": "http", "url": "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/team-page-contacts,datagleaner/company-domain-finder,datagleaner/google-maps-leads,datagleaner/youtube-channel-contacts,datagleaner/weibo-scraper,datagleaner/wechat-articles,datagleaner/google-play-scraper,datagleaner/youtube-comments-scraper,datagleaner/xiaohongshu-rednote-scraper,datagleaner/tiktok-contacts,datagleaner/company-enrichment-by-domain,datagleaner/bio-link-email-finder,datagleaner/aliexpress-scraper", "headers": { "Authorization": "Bearer ${input:apify-token}" } } }, "inputs": [ { "type": "promptString", "id": "apify-token", "description": "Apify API token", "password": true } ] }
Drop the headers and inputs blocks to use OAuth.
Other clients
Any client that speaks Streamable HTTP takes the same URL: Windsurf, Cline, ChatGPT connectors, n8n, LangChain, the OpenAI and Anthropic APIs' remote MCP options.
Tools
Each Actor is one tool, named like datagleaner--website-contact-details-scraper. Apify's server also adds its helper tools for reading results (get-actor-run, get-dataset-items, get-key-value-store-record, abort-actor-run). None of the fourteen needs a login to the target site, and all charge only for results returned.
| Tool (Actor) | What it returns | Price |
|---|---|---|
| Company Contact Details & Website Email Finder | Emails, E.164 phone numbers, social profiles, contact forms and addresses from company websites, each with its source page | $2 per 1,000 websites where an email is found; every other site is free |
| Company Executives & Decision Makers | Named people from a company's own team, about, leadership and Impressum pages, with title, seniority, LinkedIn and published email; never guesses emails | $0.004 per person |
| Company Domain Finder | Company names to official websites and domains, checked on the home page, with confidence score, logo and LinkedIn page; optional emails | $0.0008 per website found |
| Google Maps Leads Scraper | Local businesses by category and city: name, address, phone, website, rating, plus emails, socials and named decision makers | $0.0015 per place, plus per-contact events |
| YouTube Channel Email Scraper | Public emails of YouTube channels from the description, About links, link-in-bio page and creator website, plus socials and subscribers | $0.015 per channel with an email |
| Weibo Scraper | Public Weibo posts by keyword or user: text, dates, likes, reposts, comments, media, poster region | $3 per 1,000 posts |
| WeChat Articles Scraper | Official Account articles from links or search: title, account, time, text, Markdown, images | $5 per 1,000 articles |
| Google Play Scraper | App details, reviews, keyword search, developer apps, installs, rating and developer email | $0.0003 per app, $0.0001 per review |
| YouTube Comments Scraper | Comments and replies of a video with author, likes, reply count and flags | $0.40 per 1,000 comments |
| Xiaohongshu (RedNote) Scraper | Note details, creator profiles with recent notes, and trending feeds | $3 per 1,000 notes or profiles |
| TikTok Email Scraper | Creator bio email, bio link, website email, socials, followers and likes | $0.007 per creator with an email |
| Company Enrichment by Domain | Name, description, logo, official social profiles, email, phone, address and founding date per domain | $0.002 per enriched company |
| Link in Bio Email Finder | A creator's email, phone and socials from Linktree, Taplink, AllMyLinks and similar pages | $0.004 per profile with an email |
| AliExpress Product Scraper | Product search by keyword: title, price, discount, units sold, rating, images, delivery estimate | $2 per 1,000 products |
Each Actor also runs with no input, returning a small built-in example of at most five results, so an agent can see the output shape for a few cents at most.
What an agent can ask
- "Find the contact email and phone for these 50 company domains."
- "Who are the CEO and founders of these 200 companies, with LinkedIn pages?"
- "Turn this list of company names into official websites, then find their emails."
- "List dentists in Austin with phone, website, email and the owner's name."
- "Find the emails of the top 100 YouTube channels about home espresso."
- "Pull the last 200 Weibo posts mentioning Xiaomi SU7 with their engagement."
Files
server.json: the entry for the official MCP Registry (io.github.datagleaner/data-gleaner-mcp).glama.json: maintainer claim for Glama.llms-install.md: setup steps for agents such as Cline that install servers from a README.
Support
Open an issue here, or use the Issues tab on any Actor's Apify Store page. Data Gleaner is an independent Apify Store developer; Apify runs the MCP server and the billing.
License
MIT