"Ars Technica" matching MCP servers:

• arm-migrate-mcp

  CisnerosCodes

  A

  license

  A

  quality

  B

  maintenance

  Analyzes, plans, and benchmarks LLM workload migration from x86 to Arm64, generating measurable speedups using free GitHub Arm runners.

  Last updated 2026-07-15

  4

  MIT

• Ara Records MCP Server

  syndr

  A

  license

  A

  quality

  C

  maintenance

  Enables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.

  Last updated 2026-03-10

  3

  7

  1

  MIT

• AWS CodePipeline MCP Server

  cuongdev

  F

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that integrates with AWS CodePipeline, allowing users to manage pipelines through Windsurf and Cascade using natural language commands.

  Last updated 2026-05-28

  12

  5

• mcp-blast-radius

  aos-standard

  A

  license

  B

  quality

  B

  maintenance

  MCP Blast-Radius Auditor — statically extract what an MCP server can touch and detect declaration divergences against manifest.json. Stdio MCP (mcp-blast-radius) plus CI gate (mcp-blast-radius-gate). pip install mcp-blast-radius==0.2.0

  Last updated 2026-07-13

  2

  MIT

• test-mcp-glama

  mengfwan

  A

  license

  -

  quality

  D

  maintenance

  test-mcp-glama

  Last updated 2025-10-20

  Apache 2.0

• prometheus-rs

  brenoepics

  A

  license

  -

  quality

  C

  maintenance

  Query Prometheus from CLI or any MCP client, with retries, caching, and an optional metrics exporter.

  Last updated 2026-02-09

  13

  Apache 2.0

• AWS AppRunner MCP Server

  cvanputt

  A

  license

  -

  quality

  D

  maintenance

  A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner deployment. Provides sample tools, resources, and prompts with Docker containerization and GitHub Actions CI/CD workflow.

  Last updated 2025-09-17

  372

  MIT

• ARC Config MCP Server

  tsviz

  F

  license

  -

  quality

  C

  maintenance

  Enables natural language management of GitHub Actions Runner Controller (ARC) in Kubernetes clusters. Supports automated installation, scaling, monitoring, and troubleshooting of GitHub Actions runners through conversational AI commands.

  Last updated 2025-11-18

• Ares DevOps MCP Server

  MCP-Mirror

  F

  license

  -

  quality

  -

  maintenance

  Enables seamless interaction with Azure DevOps for managing Git repositories, branches, and pull requests through natural language. It also supports automating and monitoring pipelines while providing secure, type-safe operations within MCP-compatible clients.

  Last updated 2025-06-25

  4

• aws-ecs-mcp

  riteshsonawala

  F

  license

  -

  quality

  D

  maintenance

  An MCP server for managing AWS ECS clusters, services, tasks, and container logs. Enables AI assistants to perform operations like scaling, deployments, and log retrieval via natural language.

  Last updated 2026-03-09