ainative-zerodb-mcp-server

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Enterprise-grade Model Context Protocol (MCP) server providing full access to ZeroDB's vector search, quantum compression, PostgreSQL, NoSQL operations, and persistent memory for AI agents.

• 3 New Embedding Tools - Free embedding generation with zerodb_generate_embeddings, zerodb_embed_and_store, zerodb_semantic_search
• Multi-Dimension Support - Use 384, 768, 1024, or 1536 dimension vectors
• Free Models - BAAI/bge-small/base/large-en-v1.5 (no API costs!)
• 151 Tests Passing - 80.76% coverage with comprehensive TDD test suite
• See [EMBEDDING_TOOLS_GUIDE.md](./EMBEDDING_TOOLS_GUIDE.md) for complete documentation

• 69 Complete Operations - Full API coverage across all ZeroDB capabilities + new embedding tools
• Vector Search - Semantic similarity search with 384/768/1024/1536-dimensional embeddings
• Free Embeddings - Generate embeddings with BAAI BGE models (no OpenAI costs!)
• Quantum Compression - Advanced vector compression using quantum algorithms
• PostgreSQL Operations - Full SQL query execution, schema management, backups, and statistics
• NoSQL Tables - Flexible table operations for structured data
• File Storage - Secure file upload, download, and management
• Event System - Event-driven architecture with pub/sub support
• Project Management - Multi-tena