{"id":"produckai-mcp-server","name":"produckai-mcp-server","af_score":53.0,"security_score":67.8,"reliability_score":32.5,"what_it_does":"Provides an MCP server that lets Claude Desktop ingest customer feedback from sources (Slack, Google Drive, Zoom, JIRA, CSV/manual), run AI analysis (clustering/insights/embeddings), score feedback using VOC dimensions, and generate/export evidence-backed PRDs with JIRA sync support.","best_when":"Teams using Claude Desktop who want an end-to-end, tool-driven workflow for collecting feedback, extracting themes, prioritizing, and producing PRDs with evidence and optional JIRA linkage.","avoid_when":"If you need strict guarantees about data residency, auditability/retention controls, or fine-grained rate-limit/error-code behavior being documented at the protocol level.","last_evaluated":"2026-04-04T21:47:51.352797+00:00","has_mcp":true,"has_api":false,"auth_methods":["Anthropic API key (environment variable ANTHROPIC_API_KEY)","Slack app OAuth/scopes during integration setup","Google OAuth credentials for Drive integration","Jira API token for Jira integration","Zoom OAuth app for recordings integration"],"has_free_tier":false,"known_gotchas":["Local/single-user deployment: tool calls may require correct Claude Desktop MCP config and PATH/command availability.","OAuth/token setup for Slack/Google/Jira/Zoom integrations must be completed; missing/expired credentials will likely cause tool failures.","No explicit documentation here about idempotency behavior for sync/generation tools (re-running may create duplicates such as JIRA issues/PRDs).","Rate limiting behavior is not described in the provided content; agents should be cautious with high-frequency ingestion/sync calls."],"error_quality":0.0}