hanzo-tools-vector

Vector search and embedding tools for Hanzo AI MCP.

Tools

• index - Project indexing for semantic search
• vector_index - Create and manage vector embeddings
• vector_search - Semantic search across indexed content

Installation

pip install hanzo-tools-vector

# With embedding models
pip install hanzo-tools-vector[full]

Features

• Semantic code search
• Document embedding and retrieval
• Project-aware indexing
• Multiple embedding model support

Usage

from hanzo_tools.vector import TOOLS, VECTOR_AVAILABLE, register_tools

if VECTOR_AVAILABLE:
    register_tools(mcp_server, permission_manager)

Part of hanzo-tools

This package is part of the modular hanzo-tools ecosystem.