MCP Bundle Servers

Browse available bundles and collections

Showing 4 of 4 bundles

Data Exploration

Backend Services
Browse, search, and explore vector data in collections. Find objects, perform semantic searches, sample data, and understand what's in your vector database.
Tools
8 tools

Data Quality & Profiling

Backend Services
Profile vectors, find anomalies, and validate quality. Analyze vector distributions, detect missing embeddings, validate properties, check data integrity, and ensure vector database health.
Tools
10 tools

Schema & Structure

Backend Services
Understand vector database structure, relationships, and schema. Explore collections, properties, cross-references, and understand how your vector database is organized.
Tools
8 tools

Weaviate

Backend Services
Complete Weaviate vector database toolkit. All 32 tools for semantic search, vector operations, schema management, data quality, and batch operations. Perfect for AI-native applications.
Tools
32 tools

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