RatLabs

tools, scrapers, and products by labrat

28
products
23
apify actors
3
extensions
building in public · shipping the weird stuff
Featured
Browser Extensions 3
LinkNest Chrome Live
Generate, format, and copy links in Markdown, HTML, and BBCode. Save and organize frequently used links.
QRNest Beta Edge
Create, customize, and manage QR codes. URLs, Wi-Fi, contacts, email. Export PNG/SVG with color and logo options.
RatForge Experiment
AI-native dev tooling experiments — code gen, local models, and whatever breaks next.
Scrapers & Actors 23
PubMed Scraper
Research papers, abstracts, and metadata from NCBI. No API key required.
NPI Provider Scraper
Search NPPES for doctors, hospitals, and specialists by name, specialty, or location.
NPI Contact Finder
Healthcare lead gen — doctor emails, LinkedIn profiles, and practice websites from NPPES.
Clinical Trial Sites
Find PIs and trial sites with contact enrichment from ClinicalTrials.gov.
FDA Adverse Events
FAERS drug safety signals, adverse reactions, and safety reports via openFDA.
FDA Drug Labels
Search drug labels for indications, dosage, warnings, and interactions.
FDA Orange Book
Approved drugs, patent expirations, exclusivity periods, and generic equivalents.
Drug Signal Radar
Aggregate drug intel from PubMed, FAERS, ClinicalTrials.gov, and FDA Enforcement.
Reddit Scraper
Posts, comments, and subreddit data. Structured JSON output.
LinkedIn Jobs
Job listings with filters for location, keywords, and experience level.
Gov Contracts
SAM.gov contract opportunities with NAICS filtering and agency breakdowns.
AI/ML Scraper
Aggregate AI and ML news, papers, and tool releases from multiple sources.
SEC EDGAR
Resolve company names to CIK numbers and pull EDGAR filing data.
Clinical Trials
ClinicalTrials.gov data by condition, sponsor, or intervention.
SaaS Pricing
Extract competitive pricing from SaaS product pages.
Academic Papers
Scrape academic papers and metadata from research databases.
Ticketmaster Events
Event listings and ticket availability from Ticketmaster.
UFO/UAP Sightings
Scrape UFO/UAP sighting reports from public databases.
Translation Agent
Agent-callable translation via LibreTranslate. Built for the agent economy.
RAG Pipeline
Full retrieval-augmented generation pipeline — crawl, chunk, embed, write to Qdrant.
RAG Chunker
Token-aware content chunking with three splitting strategies and deterministic IDs.
RAG Embeddings
Generate vector embeddings from chunked content for similarity search.
RAG Vector Writer
Write embeddings to vector databases (Qdrant, Pinecone, Weaviate).
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Open Source 2
RatScale Edge
Generate complete icon sets for apps, websites, and extensions across all platforms.
RatVault
Obsidian vault with templates and workflows for Zettelkasten knowledge management.
Nerd gear
RatLabs t-shirt — mad scientist rat at a terminal

RatLabs shop

Nerd gear for fellow rats in the lab. v1 shirt available now!! Experiment with promo code EATCHEESE for best results.

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About
labrat — mick labrat animated

mick_

I poke at public data until it does something useful. Scrapers that run at 3am, pipelines nobody asked for, MCP servers for healthcare databases — the lab is always on. Most experiments fail. The ones that don't become products.

Python MCP RAG scraping vector search Apify Qdrant Arch Linux chaos