Amazon Data Processing MCP Server
An MCP server providing comprehensive data processing tools and real-time pipeline visibility across AWS Glue and Amazon EMR-EC2, allowing MCP-based agents to orchestrate and monitor AWS data pipelines.
About this tool
Amazon Data Processing MCP Server
Overview
The Amazon Data Processing MCP Server is an MCP-compatible server that exposes tools for orchestrating and monitoring AWS data processing workloads. It focuses on providing comprehensive data processing capabilities and real-time visibility into pipelines running on AWS Glue and Amazon EMR on EC2, so MCP-based agents can manage, observe, and interact with AWS data pipelines programmatically.
- Vendor / Brand: Amazon Web Services (AWS)
- Category: Cloud & DevOps MCP Servers
- Primary use cases: Data pipeline orchestration, monitoring, and troubleshooting across AWS Glue and Amazon EMR-EC2 from MCP-based agents.
Features
AWS Glue Integration
- Orchestrate AWS Glue data processing jobs via MCP tools.
- Monitor Glue jobs and pipelines, enabling real-time visibility into execution status.
- Allow MCP-based agents to trigger, inspect, and manage Glue-based ETL/ELT workflows.
Amazon EMR on EC2 Integration
- Interact with Amazon EMR clusters running on EC2.
- Enable MCP agents to orchestrate EMR-based data processing pipelines.
- Provide real-time visibility into EMR job and pipeline execution states.
Pipeline Orchestration & Control
- Centralized orchestration of heterogeneous data processing pipelines spanning Glue and EMR-EC2.
- Tools suitable for coordinating multi-step workflows handled by MCP-based agents.
Real-Time Observability
- Real-time pipeline visibility across AWS Glue and Amazon EMR-EC2.
- Access to status and metadata that allow agents to monitor health and progress of data workflows.
MCP-Based Agent Enablement
- Exposes data processing and monitoring capabilities as MCP tools.
- Designed so LLM/MCP agents can:
- Discover available pipelines/jobs.
- Start/stop or manage jobs.
- Inspect current run states and histories.
Pricing
No pricing information is provided in the available content. The server appears to be an AWS Labs MCP server; costs, if any, would typically relate to underlying AWS services used (e.g., AWS Glue, Amazon EMR on EC2), but specific pricing details are not listed here.
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