Caleb Ralston, as a knowledge graph
A public MCP server over every idea in all 29 videos of the channel — personal branding and content strategy, with each answer traceable to the second of video it came from.
Add it
Claude, ChatGPT or any MCP client — add this URL as a remote MCP server. No account, no key.
https://calebralston.3nuggets.io/mcp
Claude Code:
claude mcp add --transport http caleb https://calebralston.3nuggets.io/mcp
Tools
ask_caleb | The default. Any question — it works out what kind it is, runs the right mix and shows its sources. |
brand_blueprint | His foundation and planning interview, one decision at a time. Nothing is stored server-side. |
next_actions | The concrete steps, in his order, filtered to your situation, minus what you have done. |
plan_video | Before the shoot: worth making, what winning means, structure, packaging, film-day list. |
check_draft | A title, hook, intro, outline or script against his 402 yes/no check questions. |
post_mortem | After publishing: how he reads the result, what explains it, what to change. |
diagnose | Describe the problem in your own words; get the mistake behind it and the fix. |
what_happens_if | The consequences of a choice, with the mechanism and the conditions that flip it. |
caleb_take | His stance on a piece of common advice — rejects, nuances, scopes or endorses. |
teach | One framework taught properly: definition, ordered parts, examples, where to watch it. |
find | Search the 1,699 ideas by meaning or name. |
evidence | Case studies with numbers, and the exact figures he states. |
sources | The in-chat card: the ideas, how they connect, and the quotes with timestamps. |
What it does not know
He teaches strategy, packaging, delivery, team and measurement. The graph holds nothing about camera gear, lighting, audio, camera settings, editing software, thumbnail design craft, platform algorithms, SEO or paid ads — and the server says so rather than improvising.
Honesty
Every answer carries who said it (several core frameworks are Trevor Odom's, not Caleb's), whether a connection was stated on camera or inferred, whether an idea is taught once or across eighteen videos, whether it is a pitch for his own product, and whether it applies to your situation — a large part of the catalogue is written for founders with a content team, and is demoted, with a note, when you are working solo.