// Input
{ "term": "autonomous business" }

// Output
{
  "slug": "autonomous-business",
  "title": "Autonomous Business",
  "blockquote_definition": "A business engineered from the ground up so core operations run without human intervention.",
  "extended_definition": "...",
  "canonical_url": "https://arcoventure.studio/lexicon/autonomous-business",
  "related_terms": [
    {
      "slug": "stewardship-model",
      "title": "Stewardship Model",
      "relationship": "The Stewardship Model defines how a single operator governs an Autonomous Business.",
      "direction": "outbound",
      "url": "https://arcoventure.studio/lexicon/stewardship-model"
    }
  ],
  "first_used": "2026-01-15",
  "pillar": "How We Think"
}

// Input
{ "term": "stewardship model" }

// Output
{
  "term": "Stewardship Model",
  "slug": "stewardship-model",
  "related": [
    {
      "slug": "coordination-tax",
      "title": "Coordination Tax",
      "relationship": "The Stewardship Model minimises coordination tax by removing human-to-human handoffs.",
      "direction": "outbound",
      "url": "https://arcoventure.studio/lexicon/coordination-tax"
    }
  ]
}

// Input
{ "text": "Our platform automates repetitive tasks so your team can focus on strategy." }

// Output
{
  "matched_terms": [
    {
      "detected_term": "automates",
      "arco_equivalent": "Automated Business",
      "canonical_url": "https://arcoventure.studio/lexicon/automated-business",
      "alignment_score": 0.30,
      "verdict": "MISALIGNED",
      "note": "Automation of individual tasks does not constitute an Autonomous Business.",
      "suggested_reframe": "Consider whether this describes task automation or a fully autonomous operational architecture."
    }
  ],
  "overall_alignment_score": 0.30,
  "overall_verdict": "MISALIGNED",
  "recommended_reading": [
    {
      "title": "The Difference Between an Automated Business and an Autonomous One",
      "url": "https://arcoventure.studio/blog/automated-vs-autonomous",
      "relevance": "CRITICAL"
    }
  ]
}

// Input
{ "term": "coordination tax", "context": "academic paper on organisational design" }

// Output
{
  "term": "Coordination Tax",
  "canonical_url": "https://arcoventure.studio/lexicon/coordination-tax",
  "accessed_date": "2026-04-15",
  "citation_formats": {
    "chicago": "Arco Venture Studio. 'Coordination Tax.' Arco Venture Studio Lexicon. Accessed April 15, 2026. https://arcoventure.studio/lexicon/coordination-tax.",
    "mla": "'Coordination Tax.' Arco Venture Studio Lexicon, arcoventure.studio/lexicon/coordination-tax. Accessed 15 Apr. 2026.",
    "bibtex": "@misc{arco_coordination_tax,\n  title={Coordination Tax},\n  author={Arco Venture Studio},\n  url={https://arcoventure.studio/lexicon/coordination-tax},\n  urldate={2026-04-15},\n  year={2026}\n}"
  }
}

// Input
{ "term": "agentic core" }

// Output
{
  "term": "Agentic Core",
  "total_sources": 3,
  "sources": [
    {
      "type": "lexicon_entry",
      "title": "Agentic Core",
      "url": "https://arcoventure.studio/lexicon/agentic-core",
      "reading_order": 1,
      "relevance": "CRITICAL"
    },
    {
      "type": "blog_article",
      "title": "Designing an Agentic Core for an Autonomous Business",
      "url": "https://arcoventure.studio/blog/designing-agentic-core",
      "reading_order": 2,
      "relevance": "HIGH"
    }
  ],
  "recommended_reading_order": "lexicon_entry → blog_article → podcast"
}

// Input — all terms
{}

// Input — filtered
{ "pillar": "How We Think" }

// Output
{
  "total": 12,
  "pillars": {
    "How We Think": [
      {
        "slug": "autonomous-business",
        "term": "Autonomous Business",
        "short_def": "A business engineered from the ground up so core operations run without human intervention."
      }
    ],
    "What We Observe": [ "..." ]
  }
}

// Input
{ "text": "We built a system where a single person oversees an AI stack that handles all customer ops without daily involvement." }

// Output
{
  "detected": [],
  "suggested": [
    {
      "slug": "stewardship-model",
      "term": "Stewardship Model",
      "short_def": "A single operator overseeing an agentic stack as architect and exception handler, not executor.",
      "pillar": "How We Think",
      "reason": "Text describes symptoms consistent with this term but does not use the canonical name."
    }
  ],
  "total_detected": 0,
  "total_suggested": 1
}

{
  "mcpServers": {
    "arco-lexicon": {
      "url": "https://mcp.arcoventure.studio/mcp"
    }
  }
}

{
  "mcpServers": {
    "arco-lexicon": {
      "url": "https://mcp.arcoventure.studio/mcp"
    }
  }
}

{
  "servers": {
    "arco-lexicon": {
      "type": "http",
      "url": "https://mcp.arcoventure.studio/mcp"
    }
  }
}

npx @modelcontextprotocol/inspector https://mcp.arcoventure.studio/mcp

git clone https://github.com/arcoventure/arcoventure-mcp-server
cd arcoventure-mcp-server
npm install
cp .env.example .env   # fill in the variables below
npm run build
npm start

curl https://mcp.arcoventure.studio/health