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Universal knowledge base with Qdrant for Claude Code integration

Project description

Claude KB

Semantic search across your Claude Code conversation history, powered by Qdrant.

Setup

1. Install

uv tool install claude-kb

2. Start Qdrant

docker compose up -d

3. Initialize and import

kb init
kb import claude-code-chats

4. Add MCP server to Claude Code

claude mcp add -s user kb -- kb mcp

That's it. Claude Code now has access to kb_search and kb_get tools for searching your conversation history.

Update

uv tool upgrade claude-kb

To check current version:

kb --version

CLI Usage

kb search "your query"                    # semantic search
kb search "query" --limit 20             # with options
kb get <message-id>                       # retrieve specific message
kb get-thread <message-id>                # message with context
kb status                                 # check collections and stats
kb ai                                     # LLM-optimized schema

Configuration

Set QDRANT_URL if Qdrant is not on localhost:

export QDRANT_URL=http://your-host:6333

Or create a .env file:

QDRANT_URL=http://localhost:6333
EMBEDDING_MODEL=BAAI/bge-base-en-v1.5

Search Tips

  • Score 0.9+: exact topic match, 0.7-0.9: related, 0.5-0.7: partial, <0.5: filtered
  • Lower min_score to 0.3 for broader exploration
  • Use project parameter to filter by project (partial match), not the query
  • By default, thinking and tool_result content shows as [thinking: N chars] placeholders - use include_thinking=True / include_tool_results=True for full content

Development

git clone https://github.com/tenequm/claude-kb.git
cd claude-kb
uv sync --extra dev
just check  # lint + format

License

MIT

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