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MCP servers tagged pyspark

14 live MCP servers tagged "pyspark", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with pyspark.

14
live servers
36
avg trust
32
most stars
1

AI Engineering Lab

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable noteb…

52
2

Minilake

dmux

Minilake is a free, local Databricks API emulator — a single-developer tool for testing databricks-sdk/Terraform code against real SQL, real Delta Lake, and real Job execution, wi…

★ 32updated 20 days ago
39
3

Google Cloud Data Engineering Hub

vishal-bulbule

55 production-grade Google Cloud data engineering projects in Python — BigQuery, Dataflow/Apache Beam, Composer/Airflow, Pub/Sub, Dataproc, Vertex AI, Gemini, RAG, MCP. Live-teste…

★ 8updated 26 days agoApache-2.0
34
4

Krishiv Engine

KrishivAI

Rust-native, Spark-compatible compute engine for the agentic era — batch SQL, streaming and incremental materialized views, from embedded to distributed.

★ 2updated 4 days ago
34
5

Almanac

bsreecharanreddy

An ML platform for work-queue risk, built on the GitHub public event firehose. Point-in-time-correct feature store, PySpark medallion, MLflow serving, and a bounded LLM agent whos…

★ 2updated 6 days ago
34
6

Skifer

morzu117

Declarative data engineering for Spark and Databricks: YAML pipelines, certified data contracts, and a governed semantic layer that agents can query with evidence.

★ 1
34
7

Usaspending Enterprise AI Solution

ajaytester007

Enterprise PySpark Medallion Analytics Platform for USAspending federal project-spend analytics with Flask dashboards, SparkSQL, RAG/MCP scaffolding, and Databricks Lakehouse road…

★ 1updated 4 months ago
34
8

Autonomous Anomaly Detection And Response Platform

This platform handles the entire lifecycle of an industrial anomaly detection system

34
9

Market Research Copilot

Databricks AI capstone — Spark feature pipeline, Delta/Unity Catalog, Lakebase pgvector serving, and a FastMCP server exposing 10 agent tools

34
10

OmniData MCP

Unified MCP server for data engineering & analytics lets LLMs query, profile, transform, and visualize data via DuckDB and PySpark, with read-only guardrails and local audit loggi…

34
11

EcomIQ AI Powered Operational Intelligence Platform

Kaustubh-Indulkar

EcomIQ is an AI-powered operational intelligence platform that combines Apache Kafka, Spark Structured Streaming, and PostgreSQL to process real-time e-commerce data. It leverages…

34
12

Sparkmentor

delsikariman

Multi-agent teaching assistant for Big Data Analytics labs — ADK + MCP + Antigravity Skills

34
13

Enterprise AI Platform V2

khushijhanwar

Production-architecture RAG + AI agent platform on a free local stack — PySpark, DuckDB, FAISS, LangGraph, Ollama, FastMCP

34
14

DataOps Investigator

pranavkapale

Evidence driven AI agent for investigating data system incidents using LLM planning, MCP-based evidence collection, and deterministic root-cause analysis.

34
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