A Model Context Protocol server enabling LLMs to inspect Iceberg database schemas and execute read-only SQL queries using Impala. It facilitates schema listing and query execution, supporting AI integration and database exploration.
Added on:
Created by:
Apr 21 2025
A Model Context Protocol server enabling LLMs to inspect Iceberg database schemas and execute read-only SQL queries using Impala. It facilitates schema listing and query execution, supporting AI integration and database exploration.
Added on:
Created by:
Apr 21 2025
Peter Ableda
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What is Cloudera Iceberg MCP Server via Impala?
This MCP server offers a secure and efficient way for AI systems to interact with Iceberg tables through Apache Impala. It supports executing SQL queries and retrieving database schemas, making data analysis and schema exploration seamless for AI-powered applications. Designed for read-only access, it enhances data transparency and AI understanding of the database structure, fostering smarter data interactions within enterprise environments.
Who will use Cloudera Iceberg MCP Server via Impala?
- Data scientists
- AI developers
- Database administrators
- Data analysts
How to use the Cloudera Iceberg MCP Server via Impala?
- Step1: Install and configure the server with the necessary environment variables.
- Step2: Connect your AI framework or application with the server using the provided endpoints.
- Step3: Use the `execute_query(query)` function to run SQL commands on Impala.
- Step4: Use the `get_schema()` function to list available tables and schemas.
- Step5: Analyze data or schemas as needed for your application or research.
Cloudera Iceberg MCP Server via Impala's Core Features & Benefits
The Core Features
- execute_query(query: str): Run SQL on Impala and get JSON results.
- get_schema(): List all tables in the current database.
The Benefits
- Enables AI systems to query and explore Iceberg tables securely.
- Supports schema inspection and data retrieval for better data understanding.
- Read-only access ensures data integrity.
Cloudera Iceberg MCP Server via Impala's Main Use Cases & Applications
- AI-driven data analysis and visualization
- Schema exploration for database management
- Integration of Iceberg tables with AI frameworks like LangChain
FAQs of Cloudera Iceberg MCP Server via Impala
Developer
- peterableda
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