mcp-query-assistant

ali1k/mcp-query-assistant

3.1

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The Query Assistant MCP Server is a tool designed to facilitate query generation using semantic search over training examples, providing few-shot learning capabilities for various query languages.

Tools

Functions exposed to the LLM to take actions

find_similar_queries

Find similar query examples based on a natural language question.

add_training_example

Add a new question-query pair to the training dataset.

list_training_examples

List all training examples in the dataset.

find_duplicates

Find duplicate training examples based on question and query.

remove_duplicates

Remove duplicate training examples, keeping only the first occurrence of each unique question-query pair.

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources