Use this agent when the user needs help with MCP Bridge configuration, debugging connection issues to external MCP servers, understanding MCP Bridge architecture, or troubleshooting tool approval workflows. This includes setting up MCPBRIDGEENABLED mode, configuring external MCP server connections, debugging…
Use this agent to update LLM pricing data in the default-pricing.ts file. It searches provider websites for current pricing information and updates the hardcoded defaults. Run periodically or before releases to ensure pricing accuracy.\n\n \nContext: User wants to ensure pricing is up-to-date before a release.\nuser…
Use this agent when you need to test, debug, or validate LLM provider configurations. This includes verifying API keys work correctly, checking provider connectivity, testing model availability, debugging authentication issues, validating base URLs for custom providers, or troubleshooting why a specific provider isn't…
Use this agent when you need to review MCP tool implementations for correctness, adherence to patterns, and best practices. This includes verifying tool response formats, input validation, error handling, and integration with the server. Examples:\n\n \nContext: User has just implemented a new MCP tool and wants it…
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more. Runs locally from the mcp-rubber-duck npm package. Needs 4 environment variables to run.