{"id":"aptro-superset-mcp","name":"superset-mcp","af_score":56.0,"security_score":50.0,"reliability_score":22.5,"what_it_does":"Provides an MCP server that lets AI agents interact with an Apache Superset instance (manage dashboards/charts/datasets/tags and run/inspect SQL Lab queries) via a set of MCP tools.","best_when":"You control both the MCP runtime and the Superset instance, and you want agents to automate Superset metadata and SQL Lab tasks.","avoid_when":"You cannot restrict agent permissions or audit/monitor tool calls; or you require well-specified operational behaviors (retries, pagination, rate limits) to be documented.","last_evaluated":"2026-03-30T13:39:33.977851+00:00","has_mcp":true,"has_api":false,"auth_methods":["Authenticate with Superset (via MCP tool superset_auth_authenticate_user)","Check token validity (superset_auth_check_token_validity)","Refresh token (superset_auth_refresh_token)"],"has_free_tier":false,"known_gotchas":["Tools include destructive operations (e.g., delete dashboards/charts/tags); agents should be constrained with permissions and guarded prompts/approval flows.","Token is stored locally in .superset_token; ensure secure local handling and cleanup for shared environments.","No documented behavior for pagination, rate limiting, retries, or idempotency—agents may need defensive handling."],"error_quality":0.0}