{"id":"glean","name":"Glean","homepage":"https://github.com/LeslieLeung/glean","repo_url":"https://github.com/LeslieLeung/glean","category":"productivity","subcategories":["rss-reader","knowledge-management","self-hosted"],"tags":["rss","feed-reader","knowledge-management","self-hosted","docker","python","fastapi","react","ai-recommendations"],"what_it_does":"A self-hosted RSS reader and knowledge management system with multi-user support, folder/tag organization, bookmark functionality, and planned AI-powered content recommendations. Deploys via Docker with PostgreSQL, Redis, and optional Milvus vector database.","use_cases":["Self-hosted RSS feed aggregation with full data ownership","Organizing and bookmarking articles across multiple feeds with tags and folders","Multi-user RSS reading environment with admin dashboard"],"not_for":["Production use (project explicitly states it is not production-ready)","MCP server integration (no MCP server component exists)","Lightweight single-user feed reading (full stack requires PostgreSQL, Redis, etc.)","Mobile-first reading (PWA is planned but not yet available)"],"best_when":"You want a self-hosted RSS reader with full data ownership and are comfortable running Docker infrastructure, and you accept pre-production software.","avoid_when":"You need production stability, MCP integration, or a lightweight reader without heavy infrastructure requirements.","alternatives":["Miniflux","FreshRSS","Tiny Tiny RSS","Newsblur","Readwise Reader"],"af_score":41.8,"security_score":0.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"0.2.5","last_evaluated":"2026-03-01T09:50:05.625916+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":null,"data_source":"llm_estimated","measured_on":null}}