GrowthPilot — Autonomous Zero-to-One Marketing, SEO, GEO/AEO, CRO & Launch Engine (CLI + MCP Server + Agent Skill)

Take any codebase, SaaS, web app, CLI, or live URL from zero marketing to full-stack Technical SEO, AI Search Citability (llms.txt / GEO / AEO), Schema.org Entity Graph, Conversion Rate Optimization (CRO), Programmatic SEO, and a Multi-Channel Launch Kit in one command.

Zero external dependencies (Python 3.10+ stdlib only). Ships with a built-in Model Context Protocol (MCP) server, an auto-fixer (--fix), an interactive single-file HTML Command Center, and a GitHub Action (SARIF 2.1.0).

Why GrowthPilot Exists

Most marketing agent skills are static prompt checklists with zero execution engine. GrowthPilot combines expert playbooks with a deterministic code & live-URL scanner, auto-fixer, and MCP server:

Related MCP server: google-seo-mcp

Instant Zero-Install Demo

Run the built-in preview in 2 seconds via uvx or curl:

uvx --from git+https://github.com/codesphere-u/growthpilot@v1 growthpilot --demo

Or zero-install Python one-liner:

curl -fsSL https://raw.githubusercontent.com/codesphere-u/growthpilot/v1/skills/growthpilot/scripts/growthpilot.py | python3 - --demo

Then open growthpilot-out/growthpilot-report.html in your browser!

Install & Run Everywhere

1. Install as an AI Agent Skill (skills.sh / Antigravity / Claude Code / Cursor / Codex)

npx skills add codesphere-u/growthpilot

Audit your current repository:

python3 ~/.agents/skills/growthpilot/scripts/growthpilot.py .

Auto-generate and write missing llms.txt, llms-full.txt, robots.txt, sitemap.xml, Schema.org JSON-LD, LAUNCH_PLAYBOOK.md, and PROGRAMMATIC_SEO.md:

python3 ~/.agents/skills/growthpilot/scripts/growthpilot.py . --fix --site-url https://yourproduct.com

2. Install the Global CLI (uv tool or pip)

uv tool install git+https://github.com/codesphere-u/growthpilot@v1

pip install git+https://github.com/codesphere-u/growthpilot@v1

Audit any local repository, live production website, or headline copy:

growthpilot . --fix --site-url https://yourproduct.com

growthpilot https://example.com

growthpilot --analyze-copy "Revolutionary next-gen AI platform that seamlessly unleashes synergy"

3. Connect as an MCP Server (Claude Desktop, Cursor, Windsurf, Claude Code)

Add to your claude_desktop_config.json or .cursor/mcp.json:

{
  "mcpServers": {
    "growthpilot": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/codesphere-u/growthpilot@v1",
        "growthpilot",
        "--mcp"
      ]
    }
  }
}

Exposes 6 MCP tools over stdio: audit_project, analyze_copy_cro, generate_geo_seo_pack, generate_launch_kit, generate_programmatic_seo, and apply_marketing_fixes.

4. Install as a Claude Code Plugin

/plugin install growthpilot --marketplace codesphere-u/growthpilot

5. GitHub Actions CI & SARIF 2.1.0 Gate

- name: GrowthPilot SEO, GEO & CRO Gate
  uses: codesphere-u/growthpilot@v1
  with:
    target: "."
    min-score: "80"
    fail-on: "high"
    sarif-file: "growthpilot.sarif"

Development

uv venv --clear .venv && uv pip install --python .venv/bin/python -e ".[dev]" pip-audit
.venv/bin/ruff check .
.venv/bin/mypy
.venv/bin/pytest -v
.venv/bin/pip-audit --skip-editable

License

MIT — see LICENSE.