{"id":"toolbase-ai-toolbase","name":"toolbase","af_score":40.0,"security_score":38.8,"reliability_score":23.8,"what_it_does":"Toolbase is a macOS desktop application that helps users discover, install, and manage tools/plugins for Claude and other AI platforms using the Model Context Protocol (MCP). It consists of an Electron desktop app (UI and tool management) and a local runner (built with Deno) that executes MCP servers locally to provide tools to Claude Desktop.","best_when":"You want a local, user-driven way to manage MCP tool plugins for Claude Desktop on macOS.","avoid_when":"You need a fully documented programmatic API (REST/OpenAPI) or webhooks for server-side automation, or you require strong/explicit published security guarantees for secrets and tool execution.","last_evaluated":"2026-03-30T13:40:09.864799+00:00","has_mcp":true,"has_api":false,"auth_methods":["Local desktop application configuration (no explicit authentication described in README)"],"has_free_tier":false,"known_gotchas":["Project is labeled as Developer Preview; APIs/features may change without notice.","macOS-only support is currently stated; Windows/Linux support is not complete.","The supplied README does not include detailed MCP tool/server interface contracts, error formats, or operational guidance, so agent integration details may require additional package documentation beyond what was provided."],"error_quality":0.0}