A Validated Research Tool for Your AI

Query 8500+ curated awesome lists (1M+ items). Find the best resources for any topic instantly.

SETUP TIME

5 min

SKILL LEVEL

beginner

COST TO RUN

Free. Runs locally via npx with no external API calls or rate limits.

SAFETY SCORE

84/100

A DAY WITH THIS

It's 2pm and you're researching machine learning frameworks for a new project. You ask Claude: 'What are the best ML libraries right now?' Claude queries the Awesome Lists MCP, instantly pulling the top curated resources from the community's favorite ML lists. You get a ranked, annotated answer instead of cold search results.

TRY THIS FIRST

Find resources on a topic
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STACKS WELL WITH

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SUBSCRIBERS ONLY

The exact prompts, config and setup instructions are available to Followloop subscribers.

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FOR BEGINNERS

No setup required beyond installing the MCP; queries feel like natural conversation

SAFETY STATUS

Safety score84/100

✓URL reputation checked

✓Prompt injection screened

✓Malicious code scan

✓Re-scanned every 6h

MORE IN RESEARCH

Every tool in Followloop is screened like this one.

Claude will eat your time. Followloop gives it back, with interest.

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