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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.
This isn’t about making AI smarter. This is about giving AI apps access to human intelligence when they need it most.

What Makes This Revolutionary

AI Apps Can Now:

Never Get Stuck

When AI hits its limits, it seamlessly calls a human expert. No dead ends, no “I can’t help with that.”

Orchestrate Human Intelligence

Access leadership coaches, senior developers, therapists, consultants—all via simple API calls.

Seamless Integration

Users get AI speed + human wisdom in ONE conversation. They never manage two separate interfaces.

Scale Intelligently

Handle 80% with AI (fast, cheap). Handle 20% with humans (complex, high-value). Best of both worlds.

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

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

1

Set Up MCP

Configure myweave MCP in Claude Desktop, Cursor, or your custom client

Setup Guide
2

Explore Use Cases

See real-world examples of AI apps with human expertise

View Use Cases
3

Implement

Get complete code examples for your platform

Code Examples
4

Get API Access

Request your API key to start building

Get API Key

What You Can Build

With myweave MCP, developers are building:

AI Career Coaches

AI for skill building, human mentors for career decisions

Code Review Tools

AI for bug detection, senior developers for architecture review

Learning Platforms

AI for practice and feedback, master teachers for breakthroughs

Business Strategy Tools

AI for data analysis, MBA consultants for strategic planning

Health & Wellness Apps

AI for daily support, licensed therapists for clinical needs

Customer Support

AI for FAQs, human experts for complex issues

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

EndpointPurpose
https://docs.myweave.ai/llms.txtAI sitemap for documentation indexing
https://docs.myweave.ai/mcpReal-time MCP server with API execution

Available MCP Tools

When connected to myweave MCP server, AI apps can execute this tool:
Tool NameEndpointDescription
chatPOST /chatStart 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

View Complete Setup Guide

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