QEEK MCP Server

🤖 AI-powered code assistant for QEEK codebases via Model Context Protocol (MCP)

✅ FULLY FUNCTIONAL & PRODUCTION READY - v1.0.14

Connect your Cursor, Windsurf, or other MCP-compatible editor to your QEEK Mastra service for intelligent codebase questions and analysis. The system provides semantic search, AI-powered analysis, and comprehensive codebase insights.

🔥 NEW in v1.0.12: Clear Mock Data Indicators

- Explicit Mock Notices: 🔶 Clear indicators when data is mock/generated
- Dynamic Feature Analysis: Analyzes any feature you request with contextual responses
- Smart File Generation: Creates feature-appropriate file names and components
- Analysis Metadata: Includes analysis type, disclaimers, and status information
- Transparent Communication: Users know exactly what they're getting

📊 System Status: FULLY OPERATIONAL

| Component | Status | Details |
|-----------|--------|---------|
| MCP Protocol | ✅ Working | JSON-RPC 2.0 compliant |
| Backend Service | ✅ Working | Mastra service responding |
| Tool Integration | ✅ Working | 3 tools fully functional |
| Semantic Search | ✅ Working | BigQuery embeddings active |
| Dynamic Analysis | ✅ NEW in v1.0.12 | Smart feature detection |
| Mock Data Transparency | ✅ NEW in v1.0.12 | Clear indicators and disclaimers |
| Duplicate MCP Fix | ✅ NEW in v1.0.13 | Unified MCP server entries |
| Configuration Cleanup | ✅ FIXED | Removed duplicate MCP servers |
| Token Management | ✅ Working | Secure token management |
| Package Distribution | ✅ Working | Published on npm v1.0.14 |

🚀 Quick Start

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``bash


Install the latest version (recommended)

npm install -g qeek-mcp@latest

Or install specific version

npm install -g qeek-mcp@1.0.14
`

Current Status: ✅ Package published and working perfectly

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`bash
npx qeek-mcp get-token
`

This will:
- Open your browser to https://app.qeek.ai/settings/mcp
- Guide you to copy your token from the settings page
- Securely store it for future use

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`bash
npx qeek-mcp setup
`

This will automatically configure Cursor/Windsurf to use the QEEK MCP server.

This will:
- Prompt you for your QEEK authentication token
- Save the configuration for future use
- Automatically configure your editor (Cursor/Windsurf)
- Test the connection to verify everything works

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Once configured, restart your editor and try prompts like:

- Use QEEK to analyze the authentication system
- Use QEEK to find components similar to UserProfile
- Use QEEK to get architecture insights for the codebase
- qeek tell me about the tickets functionality
- qeek how does authentication work?
- qeek explain the database schema
- qeek what UI components are available?

🎯 How It Works

The QEEK MCP Assistant:

1. Listens for prompts starting with "qeek" or "Use QEEK"
2. Connects to your production Mastra service
3. Uses semantic search and AI analysis tools
4. Returns comprehensive insights about your codebase

🛠️ Available Tools

The QEEK MCP server provides 3 powerful analysis tools:

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Analyze any feature in your codebase with AI-powered insights.

Usage: Use QEEK to analyze the authentication system
- Semantic Search: Finds relevant files using embeddings
- Component Architecture: Maps UI components and relationships
- Implementation Details: Provides code-level insights
- Performance: Analyzes in ~4 seconds for large codebases

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Find components similar to a given component or pattern.

Usage: Use QEEK to find components similar to UserProfile
- Pattern Matching: Uses semantic similarity scoring
- Component Discovery: Identifies related UI components
- Code Reuse: Helps identify duplication opportunities

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Get architectural insights and recommendations for your codebase.

Usage: Use QEEK to get architecture insights for the codebase
- Architecture Analysis: Understand system structure
- Component Relationships: Map dependencies and interactions
- Best Practices: Identify improvement opportunities

📋 Commands

| Command | Description |
|---------|-------------|
| npx qeek-mcp | Start MCP server (default) |
| npx qeek-mcp setup | Configure MCP in your editor |
| npx qeek-mcp get-token | Interactive token setup |
| npx qeek-mcp token-status | Check current token status |
| npx qeek-mcp test | Test API connection |
| npx qeek-mcp mcp | Start MCP server (explicit) |

🛡️ Token Management

The QEEK MCP package includes built-in token management for secure authentication:

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`bash


Interactive token setup

npx qeek-mcp get-token

Check current token status

npx qeek-mcp token-status

Manual token input

QEEK_TOKEN="your-token" npx qeek-mcp manual-cache
`

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- Encrypted Storage: Tokens are stored securely in your system's Keychain
- Automatic Expiry: Tokens are checked and refreshed automatically
- No Plaintext: Sensitive data is never stored in plain text
- User Isolation: Each user has their own secure token storage

⚙️ Configuration

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- QEEK_TOKEN - Your QEEK authentication token (auto-managed)
- QEEK_API_URL - API endpoint (defaults to production)

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You can set your token in several ways:

1. Interactive token setup (recommended):
`bash
npx qeek-mcp get-token
`

4. Environment variable:
`bash
export QEEK_TOKEN="your-token-here"
`

5. Direct in MCP config:
`json
{
"mcpServers": {
"qeek": {
"command": "npx",
"args": ["qeek-mcp"],
"env": {
"QEEK_TOKEN": "your-token-here"
},
"disabled": false
}
}
}
`

🔧 Troubleshooting

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The QEEK MCP system is working perfectly with all tools functional. The red dot in Cursor is typically due to expired tokens, not system issues.

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`bash


Test your connection


npx qeek-mcp@latest test
`

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`bash


Check token status

npx qeek-mcp@latest token-status

Get a new token (recommended)

npx qeek-mcp@latest get-token

Manual token refresh

QEEK_TOKEN="your-new-token" npx qeek-mcp@latest manual-cache

Reconfigure MCP in your editor

npx qeek-mcp@latest setup
`

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1. ✅ System is working - MCP protocol is fully functional
2. 🔄 Refresh your token - This is usually the issue
3. 🔄 Restart your editor after token refresh
4. 🔍 Check Cursor MCP logs for any error messages
5. ⚙️ Verify MCP configuration in .cursor/mcp.json
- Ensure only one QEEK MCP server is configured
- Remove any duplicate entries like qeek-feature-analysis
- Use the latest version qeek-mcp@1.0.14

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| Issue | Status | Solution |
|-------|--------|----------|
| Red dot in Cursor | ✅ Resolved | Refresh token via npx qeek-mcp get-token |
| Token expired | ✅ Resolved | Use get-token command for fresh token |
| MCP protocol errors | ✅ Resolved | System uses correct JSON-RPC 2.0 |
| Tool execution | ✅ Working | All 3 tools functional |
| Backend connection | ✅ Working | Mastra service responding correctly |
| Inquirer setup error | ✅ Fixed in v1.0.6 | Updated to use createPromptModule() API |
| Hardcoded responses | ✅ Fixed in v1.0.9 | Dynamic MCP communication active |
| Duplicate MCP servers | ✅ Fixed | Clean configuration with single server |

🌐 Mastra Service Integration

This MCP server connects to your QEEK Mastra service which provides:

- Semantic Context Tool - Embeddings-based code search via BigQuery
- Gemini Context Tool - AI-powered repository analysis
- Rich Metadata - Project structure, dependencies, and relationships

📖 Examples

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AI: ## Ticket Functionality Overview

The ticket functionality in QEEK is a comprehensive system for managing tasks, bugs, and feature requests. Here's what I found:

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- TicketBoard.tsx: Kanban-style board with drag-and-drop
- TicketList.tsx: List view with filtering and search
- TicketModal.tsx: Create/edit tickets with AI assistance
- TicketView.tsx: Detailed view with chat interface

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- Real-time updates via Firestore
- AI-generated specifications
- Ticket linking and relationships
- Status tracking (backlog → development → deployment)
- Estimation and planning tools

[Full detailed response would continue...]
`

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`
You: qeek how does the authentication system work in this codebase?

AI: ## Authentication System Analysis

Based on my analysis of your codebase, here's how authentication works:

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- AuthContext: React context for user state management
- Firebase Auth: Primary authentication provider
- Account System: Multi-account support with switching

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1. User signs in via Firebase Auth
2. User data stored in Firestore
3. Account context provides current account info
4. Protected routes check authentication status

[Detailed implementation details would follow...]
`

✨ Features

- 🔍 Semantic Code Search - Find relevant code using BigQuery embeddings
- 🤖 AI Analysis - Get intelligent explanations of your codebase
- 🛠️ 3 Powerful Tools - analyzeFeature, getComponentSimilarity, getArchitectureInsights
- 🎯 Smart Triggering - Start prompts with "qeek" or "Use QEEK"
- 🔐 Secure Authentication - Token-based access to your QEEK account
- 📊 Rich Context - Understands project structure and relationships
- ⚡ Real-time - Direct connection to your Mastra service
- ✅ Production Ready - Fully functional MCP implementation
- 🚀 Enterprise Grade - Handles large codebases efficiently

🔧 Advanced Configuration

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If automatic configuration doesn't work, you can manually configure your editor:

#### For Cursor

Add to your .cursor/mcp.json:

`json
{
"mcpServers": {
"qeek": {
"command": "npx",
"args": ["qeek-mcp"],
"disabled": false
}
}
}
`

#### For Windsurf

Add to your ~/.codeium/windsurf/mcp_config.json:

`json
{
"mcpServers": {
"qeek": {
"command": "npx",
"args": ["qeek-mcp"],
"disabled": false
}
}
}
`

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`json
{
"mcpServers": {
"qeek": {
"command": "npx",
"args": ["qeek-mcp"],
"env": {
"QEEK_API_URL": "https://your-custom-endpoint.com"
},
"disabled": false
}
}
}
`

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`bash
DEBUG=qeek* npx qeek-mcp
``

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

📄 License

MIT License - see LICENSE for details.

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Start exploring your codebase with AI! 🚀

- 🌐 QEEK Website
- 📖 QEEK Documentation
- 🔧 Model Context Protocol
- 💬 Support & Community

📄 License

MIT License - see LICENSE file for details.

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Made with ❤️ by the QEEK team