MCP Tools

Individual tools that power your AI workflows. Each tool provides specific functionality and can be integrated into custom bundles or used standalone.

All Tools (24)General (23)Documents (1)

Featured Tools

Popular and versatile tools for common workflows

All Tools

Complete list of available MCP tools

Weaviate Find Unused Collections

general
Find collections that have no objects (empty collections). Useful for identifying collections that can be safely...
Provider
Weaviate
View

Weaviate Get Schema Detailed

general
Get comprehensive schema information for a collection including properties, data types, vectorizer configuration,...
Provider
Weaviate
View

Weaviate Get Property Usage

general
Analyze property usage in a collection. Shows which properties are consistently populated vs frequently null/empty....
Provider
Weaviate
View

Weaviate Get Cross References

general
Analyze cross-reference relationships between collections. Shows which collections reference which other collections,...
Provider
Weaviate
View

Weaviate Validate Properties

general
Validate property completeness and quality. Find objects with null, missing, or empty required properties. Essential...
Provider
Weaviate
View

Weaviate Analyze Property Distribution

general
Analyze distribution of values for a specific property. Shows top values, uniqueness, null rate, and statistics....
Provider
Weaviate
View

Weaviate Analyze Vector Distribution

general
Analyze vector embeddings distribution. Shows dimensionality, magnitude statistics, density, and similarity patterns....
Provider
Weaviate
View

Weaviate Batch Import

general
Import multiple objects in batch. Optimized for bulk loading with automatic error handling, retry logic, and progress...
Provider
Weaviate
View

Weaviate Batch Delete

general
Delete multiple objects matching a filter condition. DESTRUCTIVE operation with safety limits. Requires explicit...
Provider
Weaviate
View

Weaviate Profile Collection

documents
Generate comprehensive collection profile with statistics on object count, properties, vectors, and overall health....
Provider
Weaviate
View

Weaviate Find Duplicates

general
Find near-duplicate objects using vector similarity. Helps identify redundant data and potential data quality issues...
Provider
Weaviate
View

Weaviate Compare Collections

general
Compare two collections to find differences in schemas, object counts, and configurations. Useful for validating...
Provider
Weaviate
View

Weaviate Copy Objects

general
Copy objects between collections. Useful for data migration, creating backups, or duplicating data for testing....
Provider
Weaviate
View

Weaviate Check Vector Quality

general
Check vector quality for corruption issues. Detects zero vectors, NaN values, and vectors with abnormal magnitude....
Provider
Weaviate
View

Weaviate Data Quality Report

general
Generate comprehensive data quality report. Combines vector quality, property completeness, duplicates, and collection...
Provider
Weaviate
View

Weaviate Sample Objects

general
Get representative sample objects from a collection. Useful for quick inspection and understanding data structure...
Provider
Weaviate
View

Weaviate Batch Update

general
Update multiple objects matching a filter condition. Useful for bulk status changes, migrations, or data corrections....
Provider
Weaviate
View

Weaviate Create Collection

general
Create a new Weaviate collection with custom schema. Define properties, data types, and optionally configure a...
Provider
Weaviate
View

Weaviate Find Missing Vectors

general
Find objects without vector embeddings. Critical for debugging semantic search issues - objects without vectors won't...
Provider
Weaviate
View

Stack Exchange Create Filter

general
Create a custom filter for Stack Exchange API responses to control which fields are returned.
View

Stack Exchange List Reputation

general
List user reputation changes (public subset, excludes private events) from Stack Exchange sites. Returns reputation...
View

Stack Exchange Collective Content

general
Get questions, answers, tags, or users for a Collective on Stack Overflow.
View

Stack Exchange User Mentioned

general
Get comments where users are mentioned on Stack Exchange. Requires private_info scope.
View

Stack Exchange Notifications

general
Get user's notifications from Stack Exchange (network-wide or site-specific). Requires read_inbox scope.
View

Build Custom Workflows

Combine tools into powerful automation workflows

Bundle Creation

Combine multiple tools into custom bundles for specific use cases

Provider Integration

Connect to external services with secure authentication

Custom Development

Build your own tools using our MCP framework

MCP Tools - MCP Bundles