{"id":"disler-quick-data-mcp","name":"quick-data-mcp","af_score":40.8,"security_score":25.8,"reliability_score":28.8,"what_it_does":"quick-data-mcp is an MCP server (Python) intended to let an AI agent perform agentic analytics on user-provided .json and .csv files via MCP Tools/Resources/Prompts, configured through an .mcp.json file pointing at a local directory.","best_when":"Used locally with an MCP client (e.g., Claude Code) for interactive analysis of datasets in a specified directory.","avoid_when":"Avoid running it against untrusted or unbounded file inputs without sandboxing, file access restrictions, and explicit resource limits.","last_evaluated":"2026-03-30T13:41:55.872653+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Server operates on filesystem directories; agents may attempt to access or request unintended paths unless the MCP server enforces strict resource boundaries","Large/unbounded CSV/JSON may cause timeouts or memory pressure; no limits or guidance described in the provided README"],"error_quality":0.0}