GoHighLevel
Integrate GoHighLevel with AI assistants like Claude and ChatGPT using a private API key.
๐ GoHighLevel MCP Server
๐จ IMPORTANT: FOUNDATIONAL PROJECT NOTICE
โ ๏ธ This is a BASE-LEVEL foundational project designed to connect the GoHighLevel community with AI automation through MCP (Model Context Protocol).
๐ฏ What This Project Is:
- Foundation Layer: Provides access to ALL sub-account level GoHighLevel API endpoints via MCP
- Community Starter: Built to get the community moving forward together, faster
- Open Architecture: API client and types can be further modularized and segmented as needed
- Educational Resource: Learn how to integrate GoHighLevel with AI systems
โ ๏ธ Critical AI Safety Considerations:
- Memory/Recall Systems: If you don't implement proper memory or recall mechanisms, AI may perform unintended actions
- Rate Limiting: Monitor API usage to avoid hitting GoHighLevel rate limits
- Permission Controls: Understand that this provides FULL access to your sub-account APIs
- Data Security: All actions are performed with your API credentials - ensure proper security practices
๐ฏ Intended Use:
- Personal/Business Use: Integrate your own GoHighLevel accounts with AI
- Development Base: Build upon this foundation for custom solutions
- Learning & Experimentation: Understand GoHighLevel API patterns
- Community Contribution: Help improve and extend this foundation
๐ซ NOT Intended For:
- Direct Resale: This is freely available community software
- Production Without Testing: Always test thoroughly in development environments
- Unmonitored AI Usage: Implement proper safeguards and monitoring
๐ CRITICAL: GoHighLevel API Setup
๐ Required: Private Integrations API Key
โ ๏ธ This project requires a PRIVATE INTEGRATIONS API key, not a regular API key!
How to get your Private Integrations API Key:
-
Login to your GoHighLevel account
-
Navigate to Settings โ Integrations โ Private Integrations
-
Create New Private Integration:
- Name:
MCP Server Integration
(or your preferred name) - Webhook URL: Leave blank (not needed)
- Name:
-
Select Required Scopes based on tools you'll use:
- โ contacts.readonly - View contacts
- โ contacts.write - Create/update contacts
- โ conversations.readonly - View conversations
- โ conversations.write - Send messages
- โ opportunities.readonly - View opportunities
- โ opportunities.write - Manage opportunities
- โ calendars.readonly - View calendars/appointments
- โ calendars.write - Create/manage appointments
- โ locations.readonly - View location data
- โ locations.write - Manage location settings
- โ workflows.readonly - View workflows
- โ campaigns.readonly - View campaigns
- โ blogs.readonly - View blog content
- โ blogs.write - Create/manage blog posts
- โ users.readonly - View user information
- โ custom_objects.readonly - View custom objects
- โ custom_objects.write - Manage custom objects
- โ invoices.readonly - View invoices
- โ invoices.write - Create/manage invoices
- โ payments.readonly - View payment data
- โ products.readonly - View products
- โ products.write - Manage products
-
Save Integration and copy the generated Private API Key
-
Copy your Location ID from Settings โ Company โ Locations
๐ก Tip: You can always add more scopes later by editing your Private Integration if you need additional functionality.
This project was a 'time-taker' but I felt it was important. Feel free to donate - everything will go into furthering this Project -> Aiming for Mass Agency "Agent Driven Operations".
๐ฅ Transform Claude Desktop into a complete GoHighLevel CRM powerhouse with 269+ powerful tools across 19+ categories
๐ฏ What This Does
This comprehensive MCP (Model Context Protocol) server connects Claude Desktop directly to your GoHighLevel account, providing unprecedented automation capabilities:
- ๐ฅ Complete Contact Management: 31 tools for contacts, tasks, notes, and relationships
- ๐ฌ Advanced Messaging: 20 tools for SMS, email, conversations, and call recordings
- ๐ข Business Operations: Location management, custom objects, workflows, and surveys
- ๐ฐ Sales & Revenue: Opportunities, payments, invoices, estimates, and billing automation
- ๐ฑ Marketing Automation: Social media, email campaigns, blog management, and media library
- ๐ E-commerce: Store management, products, inventory, shipping, and order fulfillment
โก Quick Deploy Options
๐ข Vercel (Recommended)
Why Vercel:
- โ Free tier with generous limits
- โ Automatic HTTPS and global CDN
- โ Zero-config deployment
- โ Perfect for MCP servers
๐ Railway
Why Railway:
- โ $5 free monthly credit
- โ Simple one-click deployment
- โ Automatic scaling
- โ Great for production workloads
๐จ Render
- โ Free tier available
- โ Auto-deploy from GitHub
- โ Built-in SSL
๐ Complete Tool Catalog (269 Tools)
๐ฏ Contact Management (31 Tools)
Core Operations:
create_contact
,search_contacts
,get_contact
,update_contact
,delete_contact
add_contact_tags
,remove_contact_tags
- Organize with tags
Task & Note Management:
get_contact_tasks
,create_contact_task
,update_contact_task
,delete_contact_task
get_contact_notes
,create_contact_note
,update_contact_note
,delete_contact_note
Advanced Features:
upsert_contact
- Smart create/updateget_duplicate_contact
- Duplicate detectionbulk_update_contact_tags
- Mass tag operationsadd_contact_to_workflow
,remove_contact_from_workflow
- Workflow automationadd_contact_followers
,remove_contact_followers
- Team collaboration
๐ฌ Messaging & Conversations (20 Tools)
Direct Communication:
send_sms
,send_email
- Send messages with rich formattingsearch_conversations
,get_conversation
,create_conversation
Message Management:
get_message
,get_email_message
,upload_message_attachments
update_message_status
,cancel_scheduled_message
Call Features:
get_message_recording
,get_message_transcription
,download_transcription
add_inbound_message
,add_outbound_call
- Manual logging
Live Chat:
live_chat_typing
- Real-time typing indicators
๐ Blog Management (7 Tools)
create_blog_post
,update_blog_post
- Content creation with SEOget_blog_posts
,get_blog_sites
- Content discoveryget_blog_authors
,get_blog_categories
- Organizationcheck_url_slug
- SEO validation
๐ฐ Opportunity Management (10 Tools)
search_opportunities
- Advanced filtering by pipeline, stage, contactget_pipelines
- Sales pipeline managementcreate_opportunity
,update_opportunity
,delete_opportunity
update_opportunity_status
- Quick win/loss updatesupsert_opportunity
- Smart pipeline managementadd_opportunity_followers
,remove_opportunity_followers
๐๏ธ Calendar & Appointments (14 Tools)
Calendar Management:
get_calendar_groups
,get_calendars
,create_calendar
update_calendar
,delete_calendar
Appointment Booking:
get_calendar_events
,get_free_slots
- Availability checkingcreate_appointment
,get_appointment
,update_appointment
,delete_appointment
Schedule Control:
create_block_slot
,update_block_slot
- Time blocking
๐ง Email Marketing (5 Tools)
get_email_campaigns
- Campaign managementcreate_email_template
,get_email_templates
- Template systemupdate_email_template
,delete_email_template
๐ข Location Management (24 Tools)
Sub-Account Management:
search_locations
,get_location
,create_location
,update_location
,delete_location
Tag System:
get_location_tags
,create_location_tag
,update_location_tag
,delete_location_tag
Custom Fields & Values:
get_location_custom_fields
,create_location_custom_field
,update_location_custom_field
get_location_custom_values
,create_location_custom_value
,update_location_custom_value
Templates & Settings:
get_location_templates
,delete_location_template
,get_timezones
โ Email Verification (1 Tool)
verify_email
- Deliverability and risk assessment
๐ฑ Social Media Management (17 Tools)
Post Management:
search_social_posts
,create_social_post
,get_social_post
update_social_post
,delete_social_post
,bulk_delete_social_posts
Account Integration:
get_social_accounts
,delete_social_account
,start_social_oauth
Bulk Operations:
upload_social_csv
,get_csv_upload_status
,set_csv_accounts
Organization:
get_social_categories
,get_social_tags
,get_social_tags_by_ids
Platforms: Google Business, Facebook, Instagram, LinkedIn, Twitter, TikTok
๐ Media Library (3 Tools)
get_media_files
- Search and filter mediaupload_media_file
- File uploads and hosted URLsdelete_media_file
- Clean up media assets
๐๏ธ Custom Objects (9 Tools)
Schema Management:
get_all_objects
,create_object_schema
,get_object_schema
,update_object_schema
Record Operations:
create_object_record
,get_object_record
,update_object_record
,delete_object_record
Advanced Search:
search_object_records
- Query custom data
Use Cases: Pet records, support tickets, inventory, custom business data
๐ Association Management (10 Tools)
ghl_get_all_associations
,ghl_create_association
,ghl_get_association_by_id
ghl_update_association
,ghl_delete_association
ghl_create_relation
,ghl_get_relations_by_record
,ghl_delete_relation
- Advanced relationship mapping between objects
๐๏ธ Custom Fields V2 (8 Tools)
ghl_get_custom_field_by_id
,ghl_create_custom_field
,ghl_update_custom_field
ghl_delete_custom_field
,ghl_get_custom_fields_by_object_key
ghl_create_custom_field_folder
,ghl_update_custom_field_folder
,ghl_delete_custom_field_folder
โก Workflow Management (1 Tool)
ghl_get_workflows
- Automation workflow discovery
๐ Survey Management (2 Tools)
ghl_get_surveys
- Survey managementghl_get_survey_submissions
- Response analysis
๐ Store Management (18 Tools)
Shipping Zones:
ghl_create_shipping_zone
,ghl_list_shipping_zones
,ghl_get_shipping_zone
ghl_update_shipping_zone
,ghl_delete_shipping_zone
Shipping Rates:
ghl_get_available_shipping_rates
,ghl_create_shipping_rate
,ghl_list_shipping_rates
ghl_get_shipping_rate
,ghl_update_shipping_rate
,ghl_delete_shipping_rate
Carriers & Settings:
ghl_create_shipping_carrier
,ghl_list_shipping_carriers
,ghl_update_shipping_carrier
ghl_create_store_setting
,ghl_get_store_setting
๐ฆ Products Management (10 Tools)
Product Operations:
ghl_create_product
,ghl_list_products
,ghl_get_product
ghl_update_product
,ghl_delete_product
Pricing & Inventory:
ghl_create_price
,ghl_list_prices
,ghl_list_inventory
Collections:
ghl_create_product_collection
,ghl_list_product_collections
๐ณ Payments Management (20 Tools)
Integration Providers:
create_whitelabel_integration_provider
,list_whitelabel_integration_providers
Order Management:
list_orders
,get_order_by_id
,create_order_fulfillment
,list_order_fulfillments
Transaction Tracking:
list_transactions
,get_transaction_by_id
Subscription Management:
list_subscriptions
,get_subscription_by_id
Coupon System:
list_coupons
,create_coupon
,update_coupon
,delete_coupon
,get_coupon
Custom Payment Gateways:
create_custom_provider_integration
,delete_custom_provider_integration
get_custom_provider_config
,create_custom_provider_config
๐งพ Invoices & Billing (39 Tools)
Invoice Templates:
create_invoice_template
,list_invoice_templates
,get_invoice_template
update_invoice_template
,delete_invoice_template
update_invoice_template_late_fees
,update_invoice_template_payment_methods
Recurring Invoices:
create_invoice_schedule
,list_invoice_schedules
,get_invoice_schedule
update_invoice_schedule
,delete_invoice_schedule
,schedule_invoice_schedule
auto_payment_invoice_schedule
,cancel_invoice_schedule
Invoice Management:
create_invoice
,list_invoices
,get_invoice
,update_invoice
delete_invoice
,void_invoice
,send_invoice
,record_invoice_payment
generate_invoice_number
,text2pay_invoice
Estimates:
create_estimate
,list_estimates
,update_estimate
,delete_estimate
send_estimate
,create_invoice_from_estimate
,generate_estimate_number
Estimate Templates:
list_estimate_templates
,create_estimate_template
,update_estimate_template
delete_estimate_template
,preview_estimate_template
๐ฎ Claude Desktop Usage Examples
๐ Customer Communication Workflow
"Search for contacts tagged 'VIP' who haven't been contacted in 30 days, then send them a personalized SMS about our new premium service offering"
๐ฐ Sales Pipeline Management
"Create an opportunity for contact John Smith for our Premium Package worth $5000, add it to the 'Enterprise Sales' pipeline, and schedule a follow-up appointment for next Tuesday"
๐ Business Intelligence
"Get all invoices from the last quarter, analyze payment patterns, and create a report of our top-paying customers with their lifetime value"
๐ E-commerce Operations
"List all products with low inventory, create a restock notification campaign, and send it to contacts tagged 'inventory-manager'"
๐ฑ Social Media Automation
"Create a social media post announcing our Black Friday sale, schedule it for all connected platforms, and track engagement metrics"
๐ฏ Marketing Automation
"Find all contacts who opened our last email campaign but didn't purchase, add them to the 'warm-leads' workflow, and schedule a follow-up sequence"
๐ง Local Development
Prerequisites
- Node.js 18+ (Latest LTS recommended)
- GoHighLevel account with API access
- Valid API key and Location ID
- Claude Desktop (for MCP integration)
Installation & Setup
# Clone the repository
git clone https://github.com/mastanley13/GoHighLevel-MCP.git
cd GoHighLevel-MCP
# Install dependencies
npm install
# Create environment file
cp .env.example .env
# Configure your GHL credentials in .env
# Build the project
npm run build
# Start the server
npm start
# For development with hot reload
npm run dev
Environment Configuration
# Required Environment Variables
GHL_API_KEY=your_private_integrations_api_key_here # From Private Integrations, NOT regular API key
GHL_BASE_URL=https://services.leadconnectorhq.com
GHL_LOCATION_ID=your_location_id_here # From Settings โ Company โ Locations
NODE_ENV=production
# Optional Configuration
PORT=8000
CORS_ORIGINS=*
LOG_LEVEL=info
Available Scripts
npm run build # TypeScript compilation
npm run dev # Development server with hot reload
npm start # Production HTTP server
npm run start:stdio # CLI MCP server for Claude Desktop
npm run start:http # HTTP MCP server for web apps
npm test # Run test suite
npm run test:watch # Watch mode testing
npm run test:coverage # Coverage reports
npm run lint # TypeScript linting
Testing & Validation
# Test API connectivity
curl http://localhost:8000/health
# List available tools
curl http://localhost:8000/tools
# Test MCP SSE endpoint
curl -H "Accept: text/event-stream" http://localhost:8000/sse
๐ Deployment Guide
๐ข Vercel Deployment (Recommended)
Option 2: Manual Deploy
# Install Vercel CLI
npm i -g vercel
# Deploy
vercel --prod
# Configure environment variables in Vercel dashboard
# Add: GHL_API_KEY, GHL_BASE_URL, GHL_LOCATION_ID, NODE_ENV
Vercel Configuration (vercel.json):
{
"version": 2,
"builds": [
{
"src": "dist/http-server.js",
"use": "@vercel/node"
}
],
"routes": [
{
"src": "/(.*)",
"dest": "/dist/http-server.js"
}
]
}
๐ Railway Deployment
# Install Railway CLI
npm install -g @railway/cli
# Login and deploy
railway login
railway init
railway up
# Add environment variables via Railway dashboard
๐จ Render Deployment
- Connect your GitHub repository
- Configure build command:
npm run build
- Configure start command:
npm start
- Add environment variables in Render dashboard
๐ณ Docker Deployment
# Build image
docker build -t ghl-mcp-server .
# Run container
docker run -p 8000:8000 \
-e GHL_API_KEY=your_key \
-e GHL_BASE_URL=https://services.leadconnectorhq.com \
-e GHL_LOCATION_ID=your_location_id \
ghl-mcp-server
๐ Claude Desktop Integration
MCP Configuration
Add to your Claude Desktop mcp_settings.json
:
{
"mcpServers": {
"ghl-mcp-server": {
"command": "node",
"args": ["path/to/ghl-mcp-server/dist/server.js"],
"env": {
"GHL_API_KEY": "your_private_integrations_api_key",
"GHL_BASE_URL": "https://services.leadconnectorhq.com",
"GHL_LOCATION_ID": "your_location_id"
}
}
}
}
HTTP MCP Integration
For web-based MCP clients, use the HTTP endpoint:
https://your-deployment-url.vercel.app/sse
๐ Project Architecture
ghl-mcp-server/
โโโ ๐ src/ # Source code
โ โโโ ๐ clients/ # API client implementations
โ โ โโโ ghl-api-client.ts # Core GHL API client
โ โโโ ๐ tools/ # MCP tool implementations
โ โ โโโ contact-tools.ts # Contact management (31 tools)
โ โ โโโ conversation-tools.ts # Messaging (20 tools)
โ โ โโโ blog-tools.ts # Blog management (7 tools)
โ โ โโโ opportunity-tools.ts # Sales pipeline (10 tools)
โ โ โโโ calendar-tools.ts # Appointments (14 tools)
โ โ โโโ email-tools.ts # Email marketing (5 tools)
โ โ โโโ location-tools.ts # Location management (24 tools)
โ โ โโโ email-isv-tools.ts # Email verification (1 tool)
โ โ โโโ social-media-tools.ts # Social media (17 tools)
โ โ โโโ media-tools.ts # Media library (3 tools)
โ โ โโโ object-tools.ts # Custom objects (9 tools)
โ โ โโโ association-tools.ts # Associations (10 tools)
โ โ โโโ custom-field-v2-tools.ts # Custom fields (8 tools)
โ โ โโโ workflow-tools.ts # Workflows (1 tool)
โ โ โโโ survey-tools.ts # Surveys (2 tools)
โ โ โโโ store-tools.ts # Store management (18 tools)
โ โ โโโ products-tools.ts # Products (10 tools)
โ โ โโโ payments-tools.ts # Payments (20 tools)
โ โ โโโ invoices-tools.ts # Invoices & billing (39 tools)
โ โโโ ๐ types/ # TypeScript definitions
โ โ โโโ ghl-types.ts # Comprehensive type definitions
โ โโโ ๐ utils/ # Utility functions
โ โโโ server.ts # CLI MCP server (Claude Desktop)
โ โโโ http-server.ts # HTTP MCP server (Web apps)
โโโ ๐ tests/ # Comprehensive test suite
โ โโโ ๐ clients/ # API client tests
โ โโโ ๐ tools/ # Tool implementation tests
โ โโโ ๐ mocks/ # Test mocks and fixtures
โโโ ๐ api/ # Vercel API routes
โโโ ๐ docker/ # Docker configurations
โโโ ๐ dist/ # Compiled JavaScript (auto-generated)
โโโ ๐ Documentation files
โ โโโ DEPLOYMENT.md # Deployment guides
โ โโโ CLAUDE-DESKTOP-DEPLOYMENT-PLAN.md
โ โโโ VERCEL-DEPLOYMENT.md
โ โโโ CLOUD-DEPLOYMENT.md
โ โโโ PROJECT-COMPLETION.md
โโโ ๐ Configuration files
โ โโโ package.json # Dependencies and scripts
โ โโโ tsconfig.json # TypeScript configuration
โ โโโ jest.config.js # Testing configuration
โ โโโ vercel.json # Vercel deployment config
โ โโโ railway.json # Railway deployment config
โ โโโ Dockerfile # Docker containerization
โ โโโ Procfile # Process configuration
โ โโโ cursor-mcp-config.json # MCP configuration
โโโ ๐ README.md # This comprehensive guide
๐ Security & Best Practices
Environment Security
- โ Never commit API keys to version control
- โ Use environment variables for all sensitive data
- โ Implement proper CORS policies
- โ Regular API key rotation
- โ Monitor API usage and rate limits
Production Considerations
- โ Implement proper error handling and logging
- โ Set up monitoring and alerting
- โ Use HTTPS for all deployments
- โ Implement request rate limiting
- โ Regular security updates
API Rate Limiting
- GoHighLevel API has rate limits
- Implement exponential backoff
- Cache frequently requested data
- Use batch operations when available
๐จ Troubleshooting Guide
Common Issues & Solutions
Build Failures:
# Clear cache and reinstall
rm -rf node_modules package-lock.json dist/
npm install
npm run build
API Connection Issues:
# Test API connectivity (use your Private Integrations API key)
curl -H "Authorization: Bearer YOUR_PRIVATE_INTEGRATIONS_API_KEY" \
https://services.leadconnectorhq.com/locations/YOUR_LOCATION_ID
Common API Issues:
- โ Using Private Integrations API key (not regular API key)
- โ Required scopes enabled in Private Integration
- โ Location ID matches your GHL account
- โ Environment variables properly set
Claude Desktop Integration:
- Verify MCP configuration syntax
- Check file paths are absolute
- Ensure environment variables are set
- Restart Claude Desktop after changes
Memory Issues:
# Increase Node.js memory limit
node --max-old-space-size=8192 dist/server.js
CORS Errors:
- Configure CORS_ORIGINS environment variable
- Ensure proper HTTP headers
- Check domain whitelist
Performance Optimization
- Enable response caching for read operations
- Use pagination for large data sets
- Implement connection pooling
- Monitor memory usage and optimize accordingly
๐ Technical Specifications
System Requirements
- Runtime: Node.js 18+ (Latest LTS recommended)
- Memory: Minimum 512MB RAM, Recommended 1GB+
- Storage: 100MB for application, additional for logs
- Network: Stable internet connection for API calls
Technology Stack
- Backend: Node.js + TypeScript
- HTTP Framework: Express.js 5.x
- MCP SDK: @modelcontextprotocol/sdk ^1.12.1
- HTTP Client: Axios ^1.9.0
- Testing: Jest with TypeScript support
- Build System: TypeScript compiler
API Integration
- GoHighLevel API: v2021-07-28 (Contacts), v2021-04-15 (Conversations)
- Authentication: Bearer token
- Rate Limiting: Respects GHL API limits
- Error Handling: Comprehensive error recovery
Performance Metrics
- Cold Start: < 2 seconds
- API Response: < 500ms average
- Memory Usage: ~50-100MB base
- Tool Execution: < 1 second average
๐ค Contributing
We welcome contributions from the GoHighLevel community!
Development Workflow
# Fork and clone the repository
git clone https://github.com/your-fork/GoHighLevel-MCP.git
# Create feature branch
git checkout -b feature/amazing-new-tool
# Make your changes with tests
npm test
# Commit and push
git commit -m "Add amazing new tool for [specific functionality]"
git push origin feature/amazing-new-tool
# Open Pull Request with detailed description
Contribution Guidelines
- โ Add comprehensive tests for new tools
- โ Follow TypeScript best practices
- โ Update documentation for new features
- โ Ensure all linting passes
- โ Include examples in PR description
Code Standards
- Use TypeScript strict mode
- Follow existing naming conventions
- Add JSDoc comments for all public methods
- Implement proper error handling
- Include integration tests
๐ License
This project is licensed under the ISC License - see the LICENSE file for details.
๐ Community & Support
Documentation
- ๐ Complete API Documentation
- ๐ฅ Video Tutorials
- ๐ Tool Reference Guide
- ๐ง Deployment Guides
Getting Help
- Issues: GitHub Issues
- Discussions: GitHub Discussions
- API Reference: GoHighLevel API Docs
- MCP Protocol: Model Context Protocol
Community Resources
- ๐ฌ Join our Discord community
- ๐บ Subscribe to our YouTube channel
- ๐ฐ Follow our development blog
- ๐ฆ Follow us on Twitter for updates
๐ Success Metrics
This comprehensive MCP server delivers:
โ 269 Operational Tools across 19 categories
โ Real-time GoHighLevel Integration with full API coverage
โ Production-Ready Deployment on multiple platforms
โ Enterprise-Grade Architecture with comprehensive error handling
โ Full TypeScript Support with complete type definitions
โ Extensive Test Coverage ensuring reliability
โ Multi-Platform Deployment (Vercel, Railway, Render, Docker)
โ Claude Desktop Integration with MCP protocol compliance
โ Community-Driven Development with comprehensive documentation
๐ Ready to revolutionize your GoHighLevel automation?
Deploy now and unlock the full potential of AI-powered CRM management!
๐ Support This Project
This project represents hundreds of hours of development work to help the GoHighLevel community. If it's saving you time and helping your business, consider supporting its continued development:
๐ Ways to Support:
- โญ Star this repo - Helps others discover the project
- ๐ Buy me a pizza - Donate via Stripe
- ๐ Report bugs - Help make it better for everyone
- ๐ก Suggest features - Share your ideas for improvements
- ๐ค Contribute code - Pull requests are always welcome!
๐ Recognition:
- Contributors will be listed in the project
- Significant contributions may get special recognition
- This project is community-driven and community-supported
Every contribution, big or small, helps keep this project alive and growing! ๐
Made with โค๏ธ for the GoHighLevel community by developers who understand the power of automation.
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Connect AI agents with the Feishu/Lark platform for automation, including document processing, conversation management, and calendar scheduling.
Squad AI
Productโdiscovery and strategy platform integration. Create, query and update opportunities, solutions, outcomes, requirements and feedback from any MCPโaware LLM.