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Add Knowledgebase MCP server — persistent memory for Claude conversations

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PostgreSQL-backed knowledge store with hybrid search:
- Full-text search via tsvector (always available)
- Semantic reranking via Voyage AI embeddings + Python cosine similarity
- Tables: kb_memories, kb_sessions, kb_messages
- Tools: store_memory, store_conversation, search, get_context, get_recent, stats

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Vladimir Buzalka
2026-06-06 11:55:26 +02:00
parent a347051145
commit f9dc61e32c
7 changed files with 1052 additions and 0 deletions
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Knowledgebase/requirements.txt
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mcp[cli]
psycopg[binary]
voyageai
anthropic