Files
session-mcp/src
Christian Gick a868dd40ec Add semantic search and analytics tools for sessions
Phase 7 complete: Advanced session analysis capabilities

New MCP Tools (3):
1. session_semantic_search - Vector similarity search across all sessions
2. session_productivity_analytics - Metrics (avg duration, tasks, commits, tokens)
3. session_pattern_detection - Detect patterns (tool usage, task types)

Features:
- Semantic search with embedding-based similarity
- Fallback to ILIKE text search if embeddings unavailable
- Analytics over configurable time periods (week/month/quarter)
- Pattern detection with frequency analysis

Use Cases:
- Find similar past work: "sessions about WhatsApp integration"
- Track productivity: avg commits/tasks per session
- Identify tool usage patterns: which tools used most often
- Analyze task type distribution

All 7 phases complete! System ready for testing.

Related: CF-257

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-19 10:21:47 +02:00
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2026-01-17 09:11:37 +02:00