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MCP servers tagged big-data
13 live MCP servers tagged "big-data", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with big-data.
Kubeflow Spark History MCP Server
MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.
MCP-Ambari-API
🔍Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration manag…
Apache IoTDB
Apache IoTDB MCP Server
Kafka Ui
Open-Source Web UI for managing Apache Kafka clusters
Awesome Data Catalogs
📙 Awesome Data Catalogs and Observability Platforms.
Iotdb
Apache IoTDB
Datafusion
Apache DataFusion SQL Query Engine
Splitter MR
Chunk your data into markdown text blocks for your LLM applications
Maxcompute MCP Server
Alibaba cloud MaxCompute (ODPS) MCP server implemented by python
For ETL Orchestration
This project implements a Model Context Protocol (MCP)-compliant server that exposes a powerful set of ETL orchestration tools to LLM agents (like Claude or GPT), enabling them to…
Learning Data
I will use this repository for all my learning notes, to learn new concepts and revise old ones.
Shadowell
AI Agent and quant systems builder with 9 years of big-data engineering experience across PB-scale DWH, streaming, and reliable delivery
Sparkmentor
Multi-agent teaching assistant for Big Data Analytics labs — ADK + MCP + Antigravity Skills