{"id":"qinglong-mcp-server","name":"qinglong-mcp-server","af_score":41.0,"security_score":47.8,"reliability_score":27.5,"what_it_does":"Provides an MCP (Model Context Protocol) server integration for QingLong (often a task automation panel), exposing QingLong capabilities to AI agents via MCP tools.","best_when":"You have a QingLong instance you want to control programmatically from an MCP-capable agent, and you can run/route the MCP server safely within your network.","avoid_when":"You cannot review/authenticate tool access controls, or you need documented rate limits, retries, and idempotency guarantees for safe agent retries.","last_evaluated":"2026-04-04T21:47:02.204952+00:00","has_mcp":true,"has_api":false,"auth_methods":["Likely QingLong authentication/credentials (exact method not provided in input)","MCP server transport/session handling (exact method not provided in input)"],"has_free_tier":false,"known_gotchas":["Agent retries may cause repeated QingLong actions if tool operations are not idempotent","Tool parameter/response schema mismatches can cause agent failures if not clearly documented","If MCP server forwards QingLong errors verbatim, agents may need guidance to distinguish retryable vs non-retryable failures"],"error_quality":0.0}