> ## Documentation Index
> Fetch the complete documentation index at: https://docs.myweave.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Human Intelligence for AI Apps

> Enable AI applications to seamlessly integrate real human expertise

## The Game Changer for AI Applications

**The Problem:** AI apps hit a wall when they encounter complexity, uncertainty, or situations requiring human judgment.

**The Solution:** myweave's MCP server lets AI apps **seamlessly integrate real human experts** as a native capability—programmatically, in real-time, within the user's workflow.

<Note>
  This isn't about making AI smarter. This is about **giving AI apps access to human intelligence** when they need it most.
</Note>

***

## What Makes This Revolutionary

### **AI Apps Can Now:**

<CardGroup cols={2}>
  <Card title="Never Get Stuck" icon="zap">
    When AI hits its limits, it seamlessly calls a human expert. No dead ends, no "I can't help with that."
  </Card>

  <Card title="Orchestrate Human Intelligence" icon="brain">
    Access leadership coaches, senior developers, therapists, consultants—all via simple API calls.
  </Card>

  <Card title="Seamless Integration" icon="puzzle">
    Users get AI speed + human wisdom in ONE conversation. They never manage two separate interfaces.
  </Card>

  <Card title="Scale Intelligently" icon="trending-up">
    Handle 80% with AI (fast, cheap). Handle 20% with humans (complex, high-value). Best of both worlds.
  </Card>
</CardGroup>

***

## The Hybrid Intelligence Paradigm

### **Before myweave MCP:**

AI apps were powerful but fundamentally limited:

```
User: "I'm facing a complex career decision..."
AI App: [Provides generic advice based on training data]
User: "This doesn't really apply to my situation"
AI App: [Can't help further - reaches limit of capabilities]
```

### **With myweave MCP:**

AI apps become orchestrators of human+AI expertise:

```
User: "I'm facing a complex career decision..."

AI App: [Analyzes with AI]
AI App: [Detects complexity requiring human judgment]
AI App: → Seamlessly connects to career expert via myweave
Career Expert: [Provides personalized, contextual advice]
AI App: [Synthesizes expert wisdom with AI insights]

Result: User gets AI speed + human expertise in one seamless experience
```

***

## Real-World Example

### AI Productivity App with On-Demand Coaching

```javascript theme={null}
async function handleUserRequest(message, context) {
  // AI handles routine productivity tasks
  const aiResponse = await productivityAI.assist(message);
  
  // Detect if human coaching needed
  if (requiresHumanWisdom(message)) {
    // Seamlessly integrate leadership coach via MCP
    // AI tool can execute this directly through MCP server
    const coachResponse = await myweave.chat({
      message: message,
      context: {
        coachId: "leadership_coach_123",
        mode: "leadership"
      }
    });
    
    return {
      response: coachResponse,
      source: "human_expert",
      type: "coaching"
    };
  }
  
  return {
    response: aiResponse,
    source: "ai",
    type: "productivity"
  };
}
```

**User sees:** One AI assistant that handles everything—from calendar management to career coaching.

**Behind the scenes:** AI for automation + Human experts for wisdom.

**With MCP:** The AI app can execute the `chat` tool directly without manual API integration. Just connect to myweave's MCP server and the AI handles the rest.

***

## Quick Start

<Steps>
  <Step title="Set Up MCP">
    Configure myweave MCP in Claude Desktop, Cursor, or your custom client

    <Card href="/mcp/setup" icon="rocket">
      Setup Guide
    </Card>
  </Step>

  <Step title="Explore Use Cases">
    See real-world examples of AI apps with human expertise

    <Card href="/mcp/use-cases" icon="lightbulb">
      View Use Cases
    </Card>
  </Step>

  <Step title="Implement">
    Get complete code examples for your platform

    <Card href="/mcp/examples" icon="code">
      Code Examples
    </Card>
  </Step>

  <Step title="Get API Access">
    Request your API key to start building

    <Card href="mailto:support@myweave.ai?subject=API%20Key%20Request" icon="key">
      Get API Key
    </Card>
  </Step>
</Steps>

***

## What You Can Build

With myweave MCP, developers are building:

<CardGroup cols={2}>
  <Card title="AI Career Coaches" icon="briefcase">
    AI for skill building, human mentors for career decisions
  </Card>

  <Card title="Code Review Tools" icon="code">
    AI for bug detection, senior developers for architecture review
  </Card>

  <Card title="Learning Platforms" icon="book">
    AI for practice and feedback, master teachers for breakthroughs
  </Card>

  <Card title="Business Strategy Tools" icon="trending-up">
    AI for data analysis, MBA consultants for strategic planning
  </Card>

  <Card title="Health & Wellness Apps" icon="heart">
    AI for daily support, licensed therapists for clinical needs
  </Card>

  <Card title="Customer Support" icon="message-circle">
    AI for FAQs, human experts for complex issues
  </Card>
</CardGroup>

***

## The Killer Value Proposition

### **For AI App Developers:**

Build applications that:

* **Never say "I can't help"** - Always have a path forward (AI or human)
* **Handle premium use cases** - Tackle complexity that requires human expertise
* **Differentiate from competitors** - Hybrid intelligence, not just AI chatbots
* **Scale cost-effectively** - AI for volume, humans for value

### **For End Users:**

Get applications that:

* **Respond instantly** - AI for routine tasks
* **Never fail** - Human experts for complex problems
* **Feel seamless** - One interface for everything
* **Deliver premium outcomes** - Human wisdom when it matters

***

## Technical Details

### **MCP Server**

| Endpoint                           | Purpose                                 |
| ---------------------------------- | --------------------------------------- |
| `https://docs.myweave.ai/llms.txt` | AI sitemap for documentation indexing   |
| `https://docs.myweave.ai/mcp`      | Real-time MCP server with API execution |

### **Available MCP Tools**

When connected to myweave MCP server, AI apps can execute this tool:

| Tool Name | Endpoint   | Description                     |
| --------- | ---------- | ------------------------------- |
| `chat`    | POST /chat | Start or continue conversations |

**What This Means:**

```
User → AI App: "Start a chat with a leadership coach about team management"

AI App:
├─ Recognizes need to call myweave
├─ Uses MCP tool: chat
├─ Executes: POST /chat with proper parameters
├─ Handles: Streaming response and thread management
└─ Returns: Expert's advice to user

All automatic. All seamless.
```

### **Supported Platforms**

* **Claude Desktop** - Full MCP support with tool execution
* **Cursor** - AI code editor integration
* **Custom MCP Clients** - Build your own with full control
* **Direct llms.txt** - Simple documentation access

<Card href="/mcp/setup" icon="rocket">
  View Complete Setup Guide
</Card>

***

## The Vision

**Every AI app should have access to human intelligence.**

When AI encounters complexity or uncertainty, it shouldn't fail or hallucinate. It should **seamlessly consult a human expert**.

myweave's MCP server makes this possible:

* AI apps stay in control
* Humans provide expertise when needed
* Users get best of both worlds
* Developers build with confidence

**This is the future: Not AI replacing humans, but AI knowing when to collaborate with humans.**

***

## Next Steps

<CardGroup cols={2}>
  <Card title="Setup Guide" icon="rocket" href="/mcp/setup">
    Configure in Claude Desktop, Cursor, or custom client
  </Card>

  <Card title="Use Cases" icon="lightbulb" href="/mcp/use-cases">
    Real-world examples of hybrid human+AI apps
  </Card>

  <Card title="Code Examples" icon="code" href="/mcp/examples">
    Complete implementations for TypeScript, Python, React
  </Card>

  <Card title="Chat API" icon="message-circle" href="/api-reference/chat">
    Explore the expert consultation endpoint
  </Card>
</CardGroup>