"Python Code for Data Analysis" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Podcast transcripts: publisher's own for $0.01, else Whisper; budget-capped, never overspends.
Keyword volume and ideas, rank tracking, backlinks, domain SEO, Trends, AI visibility. Pay per use.
Search + read the web for $0.002/page; failed URLs free; per-URL errors never fail the call.
YouTube transcripts with timestamps, video search ranks, views and top comments. Pay per result.
Review classifiers & lead data for Google Maps, Naver and AliExpress as AI agent tools: Google Maps review sentiment classifier and lead qualifier, Korean, Japanese, Spanish and Amazon review classifiers, social comment, job posting and company website classifiers, Naver Shopping rank tracker, Naver Blog & AI Briefing monitors, K-beauty rankings (Olive Young Global, Amore Mall), AliExpress reviews & search. The official Apify MCP server (hosted by Apify) preconfigured with 15 LeoWorks actors. Sign in with Apify OAuth or an Apify token; billed per result on your Apify account.
ChatGPT visibility, SERP, Ads, Maps, Hotels, traffic, backlinks, News, Amazon, jobs, Trends.
TripAdvisor hotels, restaurants and attractions: rankings, ratings, prices, amenities and reviews.
Building permits for NYC, LA, Chicago, Dallas and 8 more US areas, France, NSW and Far North NZ.
YouTube research for AI assistants: channel and video stats, transcripts and comments, outlier videos that beat their channel's average, viral title formats, keyword ideas, similar thumbnails and channels, YouTube rankings and competitor tracking.
Amazon, Google Maps, Yelp, TripAdvisor, eBay, Naver and Coupang reviews with ratings and dates.
Find local businesses on Google Maps, Yellow Pages and Yelp, then pull emails and phones from sites.
Naver Search, Blog, Shopping and Map plus Coupang: Korean products, prices, reviews, places, posts.
TikTok transcripts, comment sentiment by moment, AI breakdowns and director-level shot analysis.
Meta Ad Library and Google Ads Transparency video ads, plus AI teardowns and shot-by-shot analysis.
Amazon and eBay search results, product details, prices, variants and customer reviews.
Jobs, ads, SEO, keywords, YouTube and AliExpress data for AI agents. Runs on Apify.
X (Twitter) search, profiles and trends, YouTube search, video stats and comments, TikTok comments.
Official STRING database MCP server. Query for protein-protein interactions, enrichment, annotations, homology, and PPI networks.
Zillow listings and property details: price, Zestimate, rent estimate, history, schools, agents.
Open jobs and hiring signals for any company, from its public careers page or job board.
