feat: Add intelligent auto-router and enhanced integrations
- Add intelligent-router.sh hook for automatic agent routing - Add AUTO-TRIGGER-SUMMARY.md documentation - Add FINAL-INTEGRATION-SUMMARY.md documentation - Complete Prometheus integration (6 commands + 4 tools) - Complete Dexto integration (12 commands + 5 tools) - Enhanced Ralph with access to all agents - Fix /clawd command (removed disable-model-invocation) - Update hooks.json to v5 with intelligent routing - 291 total skills now available - All 21 commands with automatic routing 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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dexto/docs/examples/playground.md
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title: "Playground: Interactive Development Environment"
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---
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import ExpandableImage from '@site/src/components/ExpandableImage';
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# Playground: Interactive Development Environment
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A testing playground to view tools in your MCP servers before connecting them to LLMs to see detailed response structures.
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<ExpandableImage src="/assets/playground_demo.gif" alt="Playground Demo" title="Playground: Interactive Development Environment" width={900} />
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## What it does
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The Playground provides an interactive environment to:
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- **Explore MCP server tools** without running the full agent
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- **Test tool parameters** and see responses in real-time
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- **Inspect response structures** for debugging
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- **Validate server connections** before integration
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- **Develop and debug** custom MCP servers
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## How to access
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```bash
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# Launch Web UI
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dexto
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```
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Navigate to "Playground" in the sidebar.
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## Features
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### 1. Server Browser
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- View all connected MCP servers
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- See available tools for each server
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- Inspect tool schemas and parameters
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### 2. Tool Tester
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- Select any tool from connected servers
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- Fill in parameters with a guided form
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- Execute tools directly
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- View formatted responses
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### 3. Response Inspector
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- See full JSON responses
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- Expand/collapse nested structures
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- Copy response data
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- View error messages and stack traces
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### 4. Connection Validator
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- Test server connectivity
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- Verify authentication
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- Check tool availability
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- Debug connection issues
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## Use Cases
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### Developing MCP Servers
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Test your custom MCP server tools before integrating with agents:
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```bash
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# Start your MCP server
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dexto --mode mcp
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# In another terminal, test it in playground
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dexto
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```
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### Debugging Tool Issues
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When a tool isn't working as expected, use the playground to:
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1. Verify the tool exists
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2. Check parameter requirements
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3. Test with sample inputs
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4. Inspect error responses
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### Exploring New Servers
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Before adding a new MCP server to your agent, explore its capabilities in the playground to understand what tools it provides and how to use them.
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## Example Workflow
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1. **Add a server** via Web UI or config
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2. **Open Playground**
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3. **Select server** from dropdown
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4. **Choose a tool** to test
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5. **Fill parameters** using the form
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6. **Execute** and view response
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7. **Iterate** until you understand the tool behavior
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## Learn More
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- [MCP Overview](/docs/mcp/overview)
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- [MCP Configuration](/docs/guides/configuring-dexto/mcpConfiguration)
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- [Building MCP Servers](https://modelcontextprotocol.io/)
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- [Web UI Guide](/docs/guides/web-ui)
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