"AI Footprints - Environmental and Digital Impact of Artificial Intelligence" matching MCP servers:

• mcp-jenkins-intelligence

  heniv96

  A

  license

  -

  quality

  C

  maintenance

  Enables natural language interfaces for complex Jenkins pipeline operations, including monitoring, analysis, and optimization through AI-powered conversations in VSCode and Cursor.

  Last updated 2025-10-12

  3

  MIT

• fleet-of-one-mcp-server

  Johnny-Martinez

  A

  license

  -

  quality

  C

  maintenance

  MCP server providing tools to verify task completion (tests pass and changes match claim) and confirm bug reproduction before fixing.

  Last updated 2026-07-06

  MIT

• AI Gateway MCP

  CSOAI-ORG

  A

  license

  A

  quality

  A

  maintenance

  AI Gateway - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-26

  4

  1

  MIT

• AI Workbench MCP

  hrishikesh-thakre

  A

  license

  C

  quality

  B

  maintenance

  Enables acceptance gates for AI coding-agent runs by recording evidence, running deterministic validation, applying a quality gate, and rendering auditable outcomes.

  Last updated 2026-06-27

  7

  Apache 2.0

• Jenkins AI Optimizer

  karadhub

  A

  license

  -

  quality

  D

  maintenance

  Enterprise-grade MCP server for Jenkins CI/CD integration that enables AI assistants to diagnose build failures, analyze pipelines, and search logs through natural conversation.

  Last updated 2025-12-01

  5

  GPL 3.0

• Devops AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Devops AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  3

  MIT

• DevOps AI Toolkit

  vfarcic

  A

  license

  -

  quality

  A

  maintenance

  Enables intelligent Kubernetes deployments, automated documentation testing, organizational pattern management, and shared prompt libraries. Provides AI-powered recommendations based on cluster capabilities and automates DevOps workflows through conversational interfaces.

  Last updated 2026-07-15

  266

  330

  MIT

• AI-SyncForge

  chen-muxi

  A

  license

  -

  quality

  B

  maintenance

  A LAN multi-AI collaborative development ecosystem connecting tools like Cursor, Windsurf, and Claude Desktop via MCP for automated Dev-QA-Ops workflows.

  Last updated 2026-05-29

  MIT

• qa-ai-mcp-server-gits

  gits5213

  A

  license

  B

  quality

  B

  maintenance

  MCP server for end-to-end QA automation: generates test scenarios, discovers Playwright locators, creates TypeScript test code, executes tests, and creates GitHub issues for failures.

  Last updated 2026-06-12

  6

  35

  MIT

• gitlab-mcp-server

  yoda-digital

  A

  license

  C

  quality

  C

  maintenance

  GitLab MCP Server (with activity tracking and group projects listing features) This server is based on the original GitLab MCP server with Group Projects Listing and Activity Tracking enhancements

  Last updated 2026-07-06

  86

  269

  59

  MIT

• mcp-gitlab

  atla-digital

  A

  license

  -

  quality

  F

  maintenance

  mcp-gitlab

  Last updated 2025-10-09

  59

  MIT

• CI CD Generator AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  CI CD Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  0

  MIT

• Dependency Updater AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Dependency Updater AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-07-18

  2

  MIT

• Agentic AI Cyber Security MCP

  Krishcalin

  A

  license

  -

  quality

  D

  maintenance

  Provides AI agents with 25 security analysis tools including vulnerability scanning, package hallucination detection, prompt injection firewall, and CI/CD integration.

  Last updated 2026-04-04

  1

  MIT

• AI-Driven Remediation Testing

  Purv123

  F

  license

  -

  quality

  -

  maintenance

  Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.

  Last updated 2025-12-07

• ai-developer-assistant-mcp

  Abdur-Rahman-Palash

  F

  license

  -

  quality

  B

  maintenance

  Access a 24/7 AI senior developer with 26 specialized tools for the full software development lifecycle. Use tools like explain_code, debug_code, and refactor_code to analyze, debug, and optimize your codebase instantly. Deploy github_fix_issue and create_pr for seamless GitHub automation, or get ai_development_advice for architecture and career guidance.

  Last updated 2026-06-18

• Context Snipe

  RP-Digital-Innovations

  A

  license

  A

  quality

  A

  maintenance

  Deterministic dependency + CVE context for AI coding tools, over the Model Context Protocol. A ~0.85 MB pure-Rust MCP server.

  Last updated 2026-06-17

  2

  1

  MIT

• Jenkins MCP

  Oshaani-AI

  A

  license

  A

  quality

  C

  maintenance

  MCP server that connects AI agents to Jenkins, supporting stdio and HTTP transports with tools for jobs, builds, logs, and queue management.

  Last updated 2026-07-15

  9

  76

  MIT
• 

  delimitofficial

  delimit-ai

  A

  license

  B

  quality

  A

  maintenance

  One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.

  Last updated 2026-07-20

  100

  759

  21

  MIT

• agent-eval-mcp

  ad-github1

  A

  license

  B

  quality

  B

  maintenance

  An MCP-style stdio server for evaluating AI agent outputs, enabling CI-friendly quality gates, regression comparisons, and canary promotion decisions.

  Last updated 2026-06-29

  3

  MIT