The Challenge
Keeping track of 900+ MCP servers manually? Impossible. I needed automation.
My Python Agent Architecture
Collector Agent
Crawls GitHub API every 6 hours looking for new MCP repos.
Analyzer Agent
Scores each tool on quality, docs, activity.
Writer Agent
Generates review articles for top tools.
Ops Brain
Coordinates everything. Tells me what to focus on.
Results
- 900+ tools cataloged automatically
- Quality scores for every tool
- Deep reviews generated weekly
- Zero manual data entry
The Tech Stack
- Python 3.12 with asyncio
- GitHub REST API + GraphQL
- Playwright for social media posting
- Cron for scheduling
Try It
See the results at mcphello.com
Questions about the agent setup? Ask in comments!
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