Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus.
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io.github.VZezelin/signal-lab-apify-tools is an MCP server that run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus. Its tool list has not been published yet over http, requires no API key, and scores 81/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"signal-lab": {
"url": "https://mcp.apify.com?tools=signal_lab/amazon-price-tracker,signal_lab/google-autocomplete-keywords,signal_lab/website-to-markdown-crawler,signal_lab/youtube-transcript-scraper,signal_lab/reddit-search-comments,signal_lab/job-vacancy-scraper,signal_lab/restaurant-menu-extractor"
}
}
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Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus.
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npx -y 'askill-cli' 2>&1 | head -1 && echo "✓ Server started successfully"
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Developer-first Apify Actors and MCP tools for Amazon price tracking, Google Autocomplete, website-to-Markdown/RAG, YouTube transcripts, Reddit search/comments, public job postings, and restaurant menus.
| Need | Run now | API guide |
|---|---|---|
| Track an Amazon ASIN / price drop | Run Amazon Price Tracker on Apify | Amazon Price Tracker API |
| Get Google Autocomplete buyer-intent keywords | Run Google Autocomplete API on Apify | Google Autocomplete API |
| Convert a website to Markdown for RAG/LLMs | Run Website to Markdown on Apify | Website to Markdown API |
| Get a YouTube transcript with timestamps | Run YouTube Transcript API on Apify | YouTube Transcript API |
| Search Reddit posts and comments | Run Reddit Scraper API on Apify | Reddit Scraper API |
| Extract a public job posting | Run Job Vacancy Scraper on Apify | Job Posting Scraper API |
| Extract restaurant menu items and prices | Run Restaurant Menu Extractor on Apify | Restaurant Menu Scraper API |
No code: open any Actor above, enter the input, and click Start.
API: use the copy-paste examples below or open the dedicated guide.
AI agent / MCP: connect the single remote endpoint below and choose the tool you need.
Pricing can change. Use each Actor's live Pricing tab in Apify as the source of truth.
If the existing Actors do not fit your use case, open a custom Apify solution request. Describe the public data source, desired output, frequency, and scale. Do not include credentials, private data, API keys, or other secrets in the public issue.
Signal Lab also ships a portable Agent Skill that teaches compatible agents when and how to route public-data work through the focused Apify Actors and Official MCP tools without embedding owner credentials.
Verified external Agent Skill listing: https://askill.sh/skills/703900
OpenAgentSkill: submitted for review; not counted here as a verified public listing until independent read-back confirms it.
Install from the verified askill registry entry:
npx askill-cli add gh:VZezelin/first@signal-lab-apify-tools -y
Or list/install directly from this public GitHub repository:
npx skills add VZezelin/first --list
npx skills add VZezelin/first --skill signal-lab-apify-tools -a codex -y --copy
The public install path has been verified from a clean workspace. The skill itself is at skills/signal-lab-apify-tools/SKILL.md. Installing the skill does not supply Apify credentials; paid Actor or MCP execution still uses the installer's own Apify authentication.
Signal Lab is published in the Official Model Context Protocol Registry as:
io.github.VZezelin/signal-lab-apify-tools
Registry search: https://registry.modelcontextprotocol.io/?q=io.github.VZezelin%2Fsignal-lab-apify-tools
Verified MCPRepository mirror: https://mcprepository.com/VZezelin/first
The registered remote uses Apify's hosted Streamable HTTP MCP endpoint and exposes a foc