Week 4, Operationalize · Day 25 of 30
Day 25: MCP integration, running the framework from your editor
Six tools, one MCP server, zero context-switching out of your IDE.
Day 25 in one paragraph: After 24 days of running the manual procedure, the integration buys back the time. The MCP server exposes the same six signals as IDE-callable tools, score an org from Claude Desktop, Cursor, or Windsurf in a single command. The framework you now own becomes editor-native. You will spend about five minutes, end with a concrete artifact, and the whole curriculum stays free at this URL permanently.
Where this day sits in the 30
Week 4 wires the system into alerts, sharing, and agent integrations so it runs without you. Day 25 of 30 sits 83% of the way through, in week 4, operationalize, one of four one-week phases. This day also carries a bonus exercise for anyone with extra time. Everything in this challenge is built from public GitHub signals, the same data that powers the weekly deal-flow feed, and the day's lesson is worth roughly €99 in equivalent consulting time by the anchoring we use across the curriculum.
Yesterday
Yesterday you built the share template. Today you collapse the manual procedure into an editor command.
Why this signal matters
After 24 days of running the manual procedure, the integration buys back the time. The MCP server exposes the same six signals as IDE-callable tools, score an org from Claude Desktop, Cursor, or Windsurf in a single command. The framework you now own becomes editor-native.
The 5-minute exercise
- 1Install the MCP server (free): the install card on /install has the one-line config for Claude / Cursor / Windsurf.
- 2Test by asking the model: 'score the github org [name] using the composite framework.'
- 3Verify the response matches a manual run within ±0.5.
- 4Add the score-an-org command to your editor command palette.
What you’re filtering for
A working MCP integration that returns a composite + signal breakdown for any public GitHub org in <5 seconds. If installation fails, the issue is almost always the editor's MCP config syntax, the install page has the exact JSON for each editor.
Edge case
If you don't use a model-augmented editor, skip this day, the manual cadence still works. The MCP layer is the speed unlock, not a prerequisite.
Bonus
Once the MCP works, you can run the framework on a founder's GitHub during a Zoom call without leaving the editor or the call. The diligence move that used to take 25 minutes pre-meeting now happens during the meeting.
Tomorrow
Tomorrow: customising the composite weights, the framework is yours, you should weight it like yours.
Common questions about day 25
- How long does day 25 take?
- About five minutes of hands-on work against the org you picked on day one. The reading adds another two or three. If you are short on time the exercise alone still delivers the day's point.
- Do I need any tools or paid data for mcp integration, running the framework from your editor?
- No. Every exercise in the challenge runs on public GitHub data and a browser. The feed that automates the same checks is available, but the curriculum itself is deliberately tool-free so the habit lands before the tooling.
- What if I miss a day?
- Every day is permanent at its own URL, so you can pick up exactly where you stopped. The sequence matters, each day builds on the previous one's artifact, but the pace is yours. Many people run the 30 days across six or seven weeks instead of four.
Curriculum: /challenge · Methodology: /methodology · Paper: ssrn.com/abstract=6606558