{"id":"williamcloudqi-matlab-mcp-server","name":"matlab-mcp-server","af_score":47.8,"security_score":39.5,"reliability_score":20.0,"what_it_does":"Provides an MCP server that integrates MATLAB with an AI assistant. It exposes MCP tools to (1) execute MATLAB code and (2) generate MATLAB code from natural language, and it exposes a resource/URI to access MATLAB documentation.","best_when":null,"avoid_when":null,"last_evaluated":"2026-03-30T15:20:43.913537+00:00","has_mcp":true,"has_api":false,"auth_methods":["None documented (local stdio MCP server)"],"has_free_tier":false,"known_gotchas":["Tool `execute_matlab_code` likely runs arbitrary commands/scripts, so agents should be constrained to safe code paths.","Debugging MCP-over-stdio can be difficult (README suggests using MCP Inspector).","MATLAB execution may be slow or resource-intensive; agents should avoid unbounded loops/massive data generation."],"error_quality":0.0}