{"id":"amxv-mcp-manager","name":"mcp-manager","af_score":35.5,"security_score":19.5,"reliability_score":21.2,"what_it_does":"Provides a client-side web UI (React/Vite) for configuring and managing MCP (Model Context Protocol) servers to be used with the Claude Desktop app on macOS, including one-click commands and environment-variable/server configuration for multiple popular MCP integrations.","best_when":"You want a local, browser-based GUI to manage MCP server definitions and configuration for your own Claude Desktop environment on macOS.","avoid_when":"You require strong, explicit authentication/authorization and documented API endpoints for programmatic access; this project is primarily a UI/config helper rather than a network API.","last_evaluated":"2026-03-30T13:34:14.742737+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No evidence of a formal programmatic interface (REST/OpenAPI/SDK) for an AI agent; automation would likely require UI scraping or manual command execution.","README does not describe MCP server runtime behavior, tool schemas, or how failures are surfaced.","This is a client-side UI; agent integration may depend on the user’s local environment and manually entered configuration.","Package manifest shows very limited dependency information (only react packages), so overall completeness of the project’s interfaces is uncertain."],"error_quality":0.0}