{"id":"qlik-sense-mcp-server","name":"qlik-sense-mcp-server","af_score":57.2,"security_score":64.0,"reliability_score":30.0,"what_it_does":"An MCP server that exposes a unified set of tools for interacting with Qlik Sense Enterprise Repository and Engine APIs, including application discovery, metadata inspection, script extraction, field/variable retrieval with pagination/search, and an operation to create a hypercube for analytics.","best_when":"You need a structured MCP interface for Qlik Sense metadata and limited analytics primitives, and you can provide client certificates and connectivity to Qlik Sense Repository/Engine ports.","avoid_when":"You cannot establish mutual TLS/certificate-based connectivity to Qlik Sense or you require documented fine-grained rate-limit and error-retry semantics for safe automated agents.","last_evaluated":"2026-04-04T21:47:04.242391+00:00","has_mcp":true,"has_api":false,"auth_methods":["Certificate-based authentication using client certificate/key and CA certificate for Qlik Sense"],"has_free_tier":false,"known_gotchas":["QLIK_VERIFY_SSL=false is documented; agents should default to true and ensure CA verification is set correctly.","Large JSON responses are cautioned against (the README suggests small limits during testing), implying payload size can be an issue for agents/clients.","Some MCP tools bridge Qlik Engine WebSocket calls (timeouts/retries are configurable), so transient WS issues may require tuning (QLIK_WS_TIMEOUT/QLIK_WS_RETRIES).","engine_create_hypercube is an action-like operation; lack of documented idempotency means agents should avoid blind retries without safeguards."],"error_quality":0.0}