"Apache Spark" matching MCP servers:

• Apache Airflow MCP Server

  madamak

  A

  license

  A

  quality

  A

  maintenance

  Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.

  Updated 4 days ago (2026-08-10 17:26 UTC)

  16

  2

  Apache 2.0

• MCP Server for Apache Airflow

  yangkyeongmo

  A

  license

  C

  quality

  C

  maintenance

  Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.

  Updated 5 months ago (2026-03-03 13:24 UTC)

  68

  173

  MIT

• Apache Airflow MCP Server

  swesmith-repos

  A

  license

  -

  quality

  -

  maintenance

  An MCP server that wraps the Apache Airflow REST API, enabling clients to manage DAGs, monitor task instances, and handle workflows through a standardized interface. It provides comprehensive access to Airflow features including DAG runs, variables, connections, and XComs.

  Updated 7 months ago (2026-01-24 00:04 UTC)

• MCP Server for Apache Airflow

  tomnagengast

  A

  license

  -

  quality

  D

  maintenance

  Provides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.

  Updated a year ago (2025-06-07 03:50 UTC)

  MIT

• ballerina-activemq-mcp-server

  PasinduGunarathne

  F

  license

  A

  quality

  C

  maintenance

  Automates the full setup and deployment of Ballerina + Apache ActiveMQ integrations inside a WSO2 Integrator workspace, from broker validation to a runnable BI-low-code-ready project.

  Updated 2 months ago (2026-06-19 14:49 UTC)

  9

• mcp-airflow

  antonio-mello-ai

  A

  license

  A

  quality

  A

  maintenance

  MCP server exposing Apache Airflow REST API operations as tools — list DAGs, inspect runs and task instances, trigger DAG runs, and check failed DAGs and scheduler health

  Updated 2 months ago (2026-06-04 19:12 UTC)

  7

  2

  MIT
• 

  astro-airflow-mcpofficial

  astronomer

  A

  license

  A

  quality

  F

  maintenance

  An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

  Updated 7 months ago (2026-01-23 19:52 UTC)

  31

  13

  Apache 2.0
• 

  Weik.io Integration Expert MCPofficial

  weikio

  F

  license

  A

  quality

  D

  maintenance

  Provides AI-assisted guidance for the Weik.io integration platform, enabling planning, implementation, testing, and deployment of integrations using Apache Camel and specialized Weik.io features.

  Updated a year ago (2025-02-28 18:42 UTC)

  12

  18

  1

• MWAA MCP Server

  paschmaria

  A

  license

  A

  quality

  B

  maintenance

  Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) environments and operations including DAG management, workflow execution monitoring, and access to Airflow connections and variables through a unified interface.

  Updated 3 months ago (2026-05-28 12:44 UTC)

  21

  3

  Apache 2.0

• Airflow MCP

  hipposys-ltd

  A

  license

  -

  quality

  D

  maintenance

  Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.

  Updated 10 months ago (2025-10-26 15:20 UTC)

  10

  MIT

• gemini-spark-mcp

  AditechIO7x

  F

  license

  -

  quality

  C

  maintenance

  Deployable MCP server for GitHub and Vercel integration. Enables creating repos, pushing multiple files in a single commit, deploying projects to Vercel, managing environment variables, and combined deploy workflows via natural language.

  Updated 9 days ago (2026-08-05 08:17 UTC)