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MCP servers tagged spark

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

20
live servers
38
avg trust
32
most stars
1

DataEval/dingo

based evaluation capabilities and rules&prompts listing.

59
2

jovezhong/mcp-timeplus

timeplus-io

Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your d…

★ 12updated a year agoApache-2.0
57
3

Every Single Day I Tldr

A daily digest of the articles or videos I've found interesting, that I want to share with you.

52
4

Sidemantic

The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, BSL, LDM, Cortex, Malloy, OSI, SML, TML, Hex, Rill, Superset

44
5

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 16 days ago
39
6

jovezhong/mcp-timeplus

MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus

39
7

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 7 hours ago
34
8

Sovereign Data Fabric

AltaStata

Sovereign Data Fabric: per-file client-side encryption over any storage (S3, Azure, GCP, POSIX, IBM, MinIO) with Spark/Hadoop, S3 gateway, gRPC, and MCP clients. Source-available…

★ 1updated a month ago
34
9

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
10

Spark Agent Tools

Hello-world MCP servers for Gemini Spark: full OAuth 2.1 scaffolding (RFC 9728 + 8414 + 7591 + 7636 PKCE) in self-contained Go binaries, deployable to Cloud Run in one command.

34
11

Emr MCP Server

Model Context Protocol (MCP) server for intelligent EMR cluster management, monitoring, and optimization

34
12

Harrier Emr MCP

Evidence-backed EMR, Spark, and Kubernetes diagnosis MCP server for AWS DevOps Agent

34
13

Uihash Hotnews

📰 Aggregate and browse hot news with RSS feeds using a lightweight stack, featuring easy setup and end-to-end testing for optimal performance.

34
14

Prometheus Monitoring Exporter

Prometheus-monitoring-exporter

34
15

Syntrix

MCP server for multi-source semantic search (RAG) using Spark, Delta Lake, and FAISS.

34
16

Market Research Copilot

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

34
17

Databricks AI Bootcamp

Portfolio of Databricks AI projects: Lakebase, pgvector, Spark, Databricks Apps, FastMCP, and AI agents.

34
18

Spark MCP Remote

kevincolten

Reach your Spark mailbox from Claude mobile and claude.ai — bridges the official Spark (Readdle) stdio MCP server over Streamable HTTP with a built-in OAuth 2.1 authorization serv…

34
19

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
20

Ada Revival

assafbar2

Make Ada delightful again: an in-browser playground that PROVES your code correct (SPARK), plus an MCP kit that teaches AI assistants to write Ada. A community passion project.

34
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