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marketing-playbooks

io.github.sourabhjagga/marketing-playbooks

Semantic RAG retrieval across 19,895 growth playbooks for SEO, Funnels, and CRO.

Documentation

🏛️ Marketing Playbooks MCP

Official MCP Registry MCP Protocol Vector Engine Status: Healthy License: MIT Indexed Playbooks

Autonomous AI Chief Marketing Officer (CMO) & Growth Advisory Council.
Instant, sub-15ms semantic RAG retrieval across 19,895 battle-tested playbooks and 11 elite growth disciplines. Built for Claude Code, Cursor, Windsurf, Devin, and autonomous agent loops.


⚡ Quickstart (Free Daily Tier)

No API key or registration is required to start. You receive 20 free queries per IP every 24 hours.

1. Claude Code CLI (1-Liner)

claude mcp add --transport sse marketing-playbooks https://playbooks.managedcloudvps.com/mcp

2. Cursor IDE

Open Cursor Settings → MCP → Add New MCP Server, or add to .cursor/mcp.json:

{
  "mcpServers": {
    "marketing-playbooks": {
      "url": "https://playbooks.managedcloudvps.com/mcp"
    }
  }
}

3. Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "marketing-playbooks": {
      "url": "https://playbooks.managedcloudvps.com/mcp"
    }
  }
}

4. Direct JSON-RPC / Autonomous Agent (cURL)

curl -s -X POST https://playbooks.managedcloudvps.com/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "tools/call",
    "params": {
      "name": "consult_heuristic_cro_and_growth_experiments",
      "arguments": {
        "query": "checkout abandonment and coupon field friction"
      }
    }
  }'

🤖 Autonomous Agent Integration & Discovery Endpoints

For AI crawlers, multi-agent frameworks (LangGraph, CrewAI, AutoGen), and automated coding agents, the server exposes standard machine-readable specifications:

ResourceURLFormatDescription
MCP Registry Manifesthttps://playbooks.managedcloudvps.com/.well-known/mcp.jsonJSONOfficial schema, transport config, and complete tool definitions.
LLM Crawler Filehttps://playbooks.managedcloudvps.com/llms.txtTextStandard LLM summary for agent registries and search crawlers.
Unabridged Agent Manualhttps://playbooks.managedcloudvps.com/llms-full.txtMarkdownWire protocol, full input schemas, and system prompt directives.
Health Checkhttps://playbooks.managedcloudvps.com/healthJSONReal-time service uptime, latency, and corpus version verification.

Recommended Agent System Prompt Injection

When wiring this MCP into an autonomous agent or coding persona, add:

You have access to the Marketing Playbooks knowledge engine (marketing-playbooks) covering 19,895 verified growth playbooks. Consult this tool whenever designing user acquisition funnels, evaluating landing page conversion, structuring SEO URLs, or planning content repurposing.

📚 11 Battle-Tested Growth Frameworks

Every response is retrieved from verified, authoritative growth methodologies indexed in local LanceDB columnar tables:

Framework IDGrowth DisciplineIndexed ChunksCore Methodologies
seo_architectureTechnical SEO & Architecture4,062Site crawlability, URL taxonomy, internal link graphs, long-tail query clustering.
direct_response_funnelsDirect-Response & Value Ladders2,763Hook-Story-Offer architecture, order bumps, tripwires, and webinar ascension paths.
audience_flywheelAudience Flywheels & Zero-Click2,515Zero-click discovery, audience influence mapping, and continuous compounding momentum.
customer_value_journey8-Stage Customer Journey2,407Lead magnet design, subscriber activation, retention, and lifetime ascension loops.
skyscraper_authoritySkyscraper Authority & Backlinks2,150Skyscraper 1.0 & 2.0 asset design, reverse outreach workflows, and high-tier digital PR.
heuristic_croEmpirical & Heuristic CRO1,585Qualitative & quantitative conversion audits, friction eradication, and checkout optimization.
permission_positioningPermission & Category Positioning1,296Purple Cow differentiation, smallest viable market focus, and permission asset compounding.
brand_voice_editorialHuman Brand Voice & Editorial906Storytelling rules, Ugly First Draft (TUFD), and high-open-rate newsletter architecture.
programmatic_seoProgrammatic Scaling & Content Decay905Programmatic directory design, template uniqueness gates, and content decay triage.
content_pyramidOmnichannel Content Pyramid657Repurposing 1 core pillar asset into 64 micro-distribution pieces across platforms.
high_tempo_growthHigh-Tempo Experimentation (ICE)649North Star Metric definition, ICE prioritization scoring, and rapid weekly growth sprints.

🛠️ Complete MCP Tools Reference

  1. search_growth_playbooks(query, framework_id?, limit?) — Semantic vector search across all 19,895 playbooks.
  2. consult_seo_and_content_architecture(query) — Technical SEO audits, URL taxonomy, content decay mitigation, and programmatic directory design.
  3. consult_authority_and_search_flywheels(query) — Skyscraper 1.0 & 2.0 link building, reverse outreach, high-authority digital PR, and zero-click search.
  4. consult_conversion_funnels_and_lead_magnets(query) — 8-stage customer journey, tripwires, lead magnets, ascension loops, and value ladders.
  5. consult_omnichannel_storytelling_and_distribution(query) — Content pyramid repurposing (1 pillar to 64 micro-assets) and human editorial brand voice.
  6. consult_heuristic_cro_and_growth_experiments(query) — Empirical conversion audits, UX friction removal, North Star Metric, and ICE scoring.
  7. consult_category_positioning_and_permission_marketing(query) — Purple Cow differentiation, smallest viable market focus, and tribe-driven permission marketing.
  8. consult_growth_council_roundtable(query) — Convenes all 11 disciplines simultaneously. Synthesizes viewpoints across Acquisition, Funnels, Conversion, Distribution, and Strategy into one multi-discipline consensus.
  9. get_playbook(framework_id, title_keyword) — Retrieves full unabridged playbook text matching a specific title keyword within a framework.
  10. list_disciplines_and_playbooks() — Returns complete inventory, framework metadata, and chunk statistics.

💎 Flexible Pricing & Quota Plans

Choose the plan that fits your development workflow:

PlanPriceMonthly QuotaFeaturesSetup
Free$020 queries / dayAll 11 disciplines, standard latencyZero-config
Starter$2.993,000 queries / 60 daysNo promo footers, dedicated Polar key, live usage trackingPolar key
Growth$4.9910,000 queries / 30 daysNo promo footers, priority council search, live usage trackingPolar key
Unlimited$8.99Unlimited / 30 daysNo promo footers, priority queue, key rotation on PolarPolar key

Adding your Paid API Key:

Once subscribed at playbooks.managedcloudvps.com, add your Bearer key to your MCP settings:

{
  "mcpServers": {
    "marketing-playbooks": {
      "url": "https://playbooks.managedcloudvps.com/mcp",
      "headers": {
        "Authorization": "Bearer mp_live_YOUR_KEY_HERE"
      }
    }
  }
}

🔒 Safe Harbor & Legal Notice

marketing-playbooks indexes and synthesizes publicly documented growth frameworks, educational playbooks, and strategic case studies under the Fair Use doctrine for AI-assisted software engineering. All referenced methodology titles belong to their respective creators and organizations.


📄 License

MIT License. Crafted with LanceDB & FastEmbed for the next generation of autonomous AI developers.

No installation packages available.