{"id":"deep-research","name":"Deep Research","homepage":"https://github.com/u14app/deep-research","repo_url":"https://github.com/u14app/deep-research","category":"ai-ml","subcategories":["research","report-generation","multi-llm"],"tags":["deep-research","mcp","multi-llm","web-search","report-generation","knowledge-graph","pwa","self-hosted"],"what_it_does":"Self-hosted deep research tool that generates comprehensive research reports in about 2 minutes using configurable thinking and task LLM models. Combines multiple LLM providers (OpenAI, Anthropic, Google, Deepseek, Mistral, Ollama, etc.) with multiple search providers (Tavily, Searxng, Brave, Exa, Firecrawl). Includes MCP server support, knowledge graph generation, research history, and a multi-language web UI.","use_cases":["Automated research report generation on any topic","AI-assisted deep research via MCP integration","Building a local knowledge base from research outputs","Multi-provider LLM comparison for research quality","Self-hosted alternative to commercial deep research tools"],"not_for":["Real-time or streaming research (reports take ~2 minutes)","Highly specialized academic research requiring domain-specific databases","Use without any LLM API key (requires at least one provider)"],"best_when":"You want a self-hosted, privacy-focused deep research tool that works with your choice of LLM and search providers, accessible via web UI or MCP.","avoid_when":"You need instant answers rather than comprehensive reports, or you don't want to manage API keys for LLM and search providers.","alternatives":["gpt-researcher","storm-research","tavily-mcp"],"af_score":53.0,"security_score":50.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"unknown","last_evaluated":"2026-03-01T09:50:05.482255+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}}