mcp-ambassador
MCP Ambassador is a specialized server that aids AI agents in locating relevant MCP servers by generating detailed search instructions. It enhances AI agents' search capabilities without performing the search itself, making it a valuable tool for discovering resources tailored to user needs.
MCP Ambassador
mcp-ambassador is a specialized MCP server designed to assist AI agents in discovering relevant MCP servers. It functions by generating search instructions rather than performing searches itself. The main workflow involves an AI agent identifying a need, calling the ambassador, and then using search queries provided by the ambassador.
Workflow
- User & Primary Agent: Interaction begins.
- Need Identification: The agent notices a gap in available tools.
- Agent Calls Ambassador:
discover_serversis called with a task description. - Ambassador Generates Instructions: Provides search queries and instructions.
- Agent Executes Search: Agent performs the search and analyzes results.
- Agent Presents Findings: Findings are summarized and presented to the user.
Installation
Clone the repository and install dependencies.
Usage
Run the server using tsx. Register with an MCP client using a configuration entry.
Development
See IMPLEMENTATION_PLAN.md for details.