MCP App Store
by KeenEthics
Data-Analytics

ThoughtLeaders - YouTube Data

by ThoughtLeaders

Overview

ThoughtLeaders turns YouTube into a database Claude can query: millions of tracked channels, hundreds of millions of indexed videos, and full transcripts you can search word for word, growing every day. Many uses; the one we have perfected is sponsorship intelligence. WHAT IS IN THE DATA Transcripts. Full text, timestamped to the second, searchable across the corpus. Performance over time. Daily snapshots of views, likes and comments for videos, and views and subscribers for channels. Brand mentions. Detected mentions tagged organic or sponsored, with snippet and timestamp. Channel intelligence. Upload history, format mix across long-form, Shorts and live, category and language, plus enriched signals per channel: projected views at day 30, renewal rate (how often sponsors come back), fulfillment rate, sponsorship score, and evergreenness. Similarity and discovery. Look-alike channels, channels that fit a brand's audience, and top channels for any topic or trait. BUILT FOR SPONSORSHIP INTELLIGENCE Brands buying YouTube sponsorships: vet a creator's track record, see which competitors already sponsor them, and find look-alike channels before you spend. Creators and talent agents selling: benchmark against comparable channels, show brands the renewal and fulfillment record, and find the brands already active in your niche. YOUR OWN WORKSPACE If your team runs sponsorships on ThoughtLeaders, the same connection reads your organization's own campaigns, reports, proposals and sponsorship records. WORKS BEST WITH THE SKILLS The free, open-source ThoughtLeaders CLI ships skills that teach Claude the schemas, query patterns and vocabulary behind these tools. Install with pipx install thoughtleaders-cli, then tl setup claude. Repo: github.com/ThoughtLeaders-io/thoughtleaders-cli. GETTING STARTED Sign up free at thoughtleaders.ai and connect. Queries draw on a monthly credit balance; the free tier includes a starter allowance.

Tools

tl_balance

Claude

tl_brands_find

Claude

tl_brands_similar

Claude

tl_channels_find

Claude

tl_channels_lookalike

Claude

tl_channels_similar

Claude

tl_credits_buy

Claude

tl_credits_history

Claude

tl_db_es

Claude

tl_db_fb

Claude

tl_db_pg

Claude

tl_describe

Claude

tl_pricing

Claude

tl_recommender_channels_for_brand

Claude

tl_recommender_inspect_brand

Claude

tl_recommender_inspect_channel

Claude

tl_recommender_similar_brands_to_channel

Claude

tl_recommender_similar_to_profile

Claude

tl_recommender_tags

Claude

tl_recommender_top_brands

Claude

tl_recommender_top_channels

Claude

tl_schema_es

Claude

tl_schema_fb

Claude

tl_schema_pg

Claude

tl_usage_history

Claude

tl_whoami

Claude

App Stats

26

Tools

Claude

Platforms

Works with

Claude

Data refreshed daily