D
Daniel Fundi Ndaya
Enable GoHighLevel Managed AI Agents to discover, connect, configure, and create Model Context Protocol (MCP) integrations simply through natural language prompts, similar to ChatGPT.
Users should not need to manually configure MCP servers, APIs, or tool definitions.
Proposed Solution
Allow users to instruct Managed Agents to connect themselves to external applications or build custom MCP integrations.
Example prompts:
  • "Connect yourself to Google Drive using MCP."
  • "Find and connect an MCP server for GitHub."
  • "Connect to this MCP server: https://example.com/mcp."
  • "Read this API documentation and build a custom MCP integration."
  • "Connect yourself to our inventory system using its API."
Key Features
1. Prompt-Based MCP Connections
  • Discover and connect compatible MCP servers.
  • Automatically configure tools and permissions.
  • Support OAuth and API key authentication.
  • Test connections before activation.
2. Custom MCP Creation
  • Generate MCP integrations from API documentation.
  • Automatically create tool schemas and configurations.
  • Deploy through supported hosting.
  • Modify and troubleshoot integrations through prompts.
3. Agent-Initiated Discovery
Agents should recognize missing capabilities and suggest integrations.
Example:
User:
"Create a task in ClickUp." (I know the ClickUp mcp already exists, this is just an example for if it didn't exist)
Agent:
"I need ClickUp access. Would you like me to connect its MCP integration?"
Once authorized, the agent connects and completes the task.
4. Centralized MCP Management
  • Share connections across Managed Agents.
  • Manage integrations from a central MCP hub.
  • Control agent-level permissions.
  • Enable or disable individual tools.
5. Security
  • Secure credential storage.
  • User approval for connections.
  • Granular permissions and audit logs.
Why This Matters
Managed Agents should be able to expand their capabilities without requiring developers or complex manual configurations.
The goal: If users can describe the capability they need, their Managed Agent should be able to discover, connect, or build the necessary MCP integration through conversation.