Positioning framework, per-platform bio auditing, 4-pillar content system, growth-signal reads.
Most developer tooling work still happens through a UI a human drives. Personal MCP server moves it into the conversation instead. Positioning framework, per-platform bio auditing, 4-pillar content system, growth-signal reads.
Every creator's AI assistant gets asked the same four questions: who is my content for, what should my bio say, what should I post, and which platform matters. Most agents answer with vibes. This MCP answers with frameworks and audits — and it refuses to let positioning outrun proof.
The server publishes 7 tools. What each one is for:
get_positioning_framework — The niche statement formula (WHO x OUTCOME x HOW x RECEIPT), 4 checks, proof inventory, moat checkaudit_bio — PASS/NEEDS WORK per platform: char limits, hype titles, title-first openers, missing outcomeget_bio_rules — Bio architecture per platform (tiktok, instagram, linkedin, x, youtube)get_content_pillars — The 4-pillar system: receipts ~30%, method ~40%, story ~20%, conversion ~10%get_platform_strategy — Each platform's strategic role, conversion path, cadence floor, watch-outinterpret_growth_signal — What your growth pattern means (high views/flat followers, high DMs/low sales...) and the fixget_full_pack — Everything in one payloadInstallation goes through your MCP client rather than a global install: point it at personal-brand-mcp on npm and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.
Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Personal's toolset — get_positioning_framework, audit_bio, get_bio_rules and 4 more — is a fair guide to whether it matches your workflow. It is maintained by closermethod; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Personal's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| get_positioning_framework | The niche statement formula (WHO x OUTCOME x HOW x RECEIPT), 4 checks, proof inventory, moat check |
| audit_bio | PASS/NEEDS WORK per platform: char limits, hype titles, title-first openers, missing outcome |
| get_bio_rules | Bio architecture per platform (tiktok, instagram, linkedin, x, youtube) |
| get_content_pillars | The 4-pillar system: receipts ~30%, method ~40%, story ~20%, conversion ~10% |
| get_platform_strategy | Each platform's strategic role, conversion path, cadence floor, watch-out |
| interpret_growth_signal | What your growth pattern means (high views/flat followers, high DMs/low sales...) and the fix |
| get_full_pack | Everything in one payload |
Claude Desktop config:
```json
{ "mcpServers": { "personal-brand": { "command": "npx", "args": ["personal-brand-mcp"] } } }Configuration as documented by the project. Restart the client after saving.
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