"DevOps tools and practices including CI/CD pipelines, GitOps, and DevSecOps" matching MCP servers:

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  -

  quality

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  28

  7

  MIT

• DevOps MCP

  devops-vesi

  A

  security

  A

  license

  -

  quality

  An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori documentation templates from a GitHub repository. It allows users to list available resources and fetch specific best practices to integrate directly into their development workflow.

  Last updated 2026-03-17

  2

  13

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  -

  quality

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Account and Transaction MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Reuters Business and Financial

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• gitlab-ci-mcp

  mshegolev

  A

  security

  A

  license

  A

  quality

  MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.

  Last updated 2026-04-17

  23

  MIT

• Drone CI MCP Server

  leuzeus

  -

  security

  A

  license

  -

  quality

  A TypeScript-based MCP server scaffold designed for monitoring and interacting with Drone CI environments. It provides tools for webhook parsing, HMAC signature verification, and state management for CI/CD pipelines.

  Last updated 2026-04-11

  Apache 2.0

• Google Calendar and Meet MCP

  INSIDE-HAIR

  A

  security

  F

  license

  -

  quality

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• GitLab CI MCP Server

  3viky

  -

  security

  A

  license

  -

  quality

  Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tools to list pipelines, retrieve job logs, and analyze failure root causes. It features automated error pattern extraction and failure analysis to streamline pipeline troubleshooting.

  Last updated 2025-12-30

  MIT

• DevOps Helper MCP

  rideRTD

  A

  security

  F

  license

  -

  quality

  Provides tools and slash commands to onboard developers and manage DevOps workflows including Git operations, Docker containerization, GitHub Actions CI/CD, GitHub Container Registry, SonarCloud code analysis, and Azure container deployments.

  Last updated 2025-12-31

  23

• DevOps MCP Server

  pointware

  -

  security

  A

  license

  -

  quality

  Enables searching and managing Docker images and tags, as well as querying GitLab CI/CD references, versions, and pipeline configurations through a DevOps API.

  Last updated 2025-11-15

  MIT

• gdb and rr Debugging

  schuay

  A

  security

  A

  license

  -

  quality

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  1

  MIT

• Agentic CI/CD MCP Orchestrator

  Siddharth-Basale

  -

  security

  F

  license

  -

  quality

  An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk assessment thresholds.

  Last updated 2026-03-29

• Azure DevOps MCP Server

  magemaclean

  -

  security

  A

  license

  -

  quality

  Enables interaction with Azure DevOps services including work items, repositories, pipelines, wikis, and test plans through a local MCP server that provides direct access to Azure DevOps REST APIs from your code editor.

  Last updated 2025-10-29

  63,935

  MIT

• MCP Server with LangChain and

  durgeshmca

  -

  security

  F

  license

  -

  quality

  A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.

  Last updated 2025-06-26

• DevOps Enhanced MCP

  wangkanai

  A

  security

  A

  license

  -

  quality

  A dynamic Azure DevOps MCP server that automatically switches authentication context based on the current working directory, enabling seamless integration with multiple Azure DevOps organizations and projects.

  Last updated 2026-03-26

  10

  11

  10

  MIT

• Ares DevOps MCP Server

  Cognitive-Stack

  A

  security

  F

  license

  -

  quality

  An MCP server that provides seamless interaction with Azure DevOps Git repositories, enabling users to manage repositories, branches, pull requests, and pipelines through natural language.

  Last updated 2025-04-19

  8

  5

  3

• Azure DevOps MCP Server

  Tiberriver256

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables AI assistants to interact with Azure DevOps resources including projects, work items, repositories, pull requests, branches, and pipelines through a standardized protocol.

  Last updated 2026-02-05

  43

  2,254

  363

  MIT

• DevSecOps MCP Server

  JesusDavidQuarksoft

  A

  security

  A

  license

  -

  quality

  An MCP server that integrates SAST, DAST, and SCA security tools to enable AI-driven vulnerability scanning and automated security reporting. It allows AI assistants to execute and analyze results from tools like Semgrep, OWASP ZAP, and Trivy within a DevSecOps workflow.

  Last updated 2026-02-04

  6

  MIT
• 

  AlibabaCloud DevOps MCP Serverofficial

  aliyun

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to interact with Alibaba Cloud Yunxiao DevOps platform for managing projects, code repositories, work items, pipelines, deployments, and testing workflows through comprehensive organization, development, and delivery tools.

  Last updated 2026-04-08

  59

  1,860

  86

  Apache 2.0

• Argo CD MCP Server

  argoproj-labs

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to interact with Argo CD applications through natural language. Provides comprehensive access to Argo CD resources including application management, synchronization, resource monitoring, and GitOps operations.

  Last updated 2026-03-26

  9,081

  399

  Apache 2.0

• MCP Azure DevOps Server

  Vortiago

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, allowing users to query work items with plans to support creating/updating items, managing pipelines, handling pull requests, and administering sprints and branch policies.

  Last updated 2025-10-29

  21

  79

  MIT

• Banking and Fintech MCP Server

  anhtuanluu

  -

  security

  F

  license

  -

  quality

  A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  Last updated 2026-03-28
• 

  Bitrefill Search and Shopofficial

  bitrefill

  A

  security

  A

  license

  -

  quality

  This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.

  Last updated 2025-12-12

  4

  55

  7

  MIT

• Azure DevOps MCP Server

  jhlia0

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server that integrates with Azure DevOps, enabling users to query work items, access backlogs, and perform various Azure DevOps operations through a standardized interface.

  Last updated 2025-07-23

  1

• OpenAI and Claude MCP

  Spysailor

  -

  security

  F

  license

  -

  quality

  A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

  Last updated 2025-04-13

  8

• Azure DevOps MCP Server

  allanbrunobr

  -

  security

  F

  license

  -

  quality

  Enables management of Azure DevOps work items including Epics, Features, User Stories, Tasks, and Bugs through natural language. Supports CRUD operations, WIQL queries, work item relationships, and retrieval of project metadata such as iterations and area paths.

  Last updated 2026-04-05

  1,961

• Ares DevOps MCP Server

  MCP-Mirror

  -

  security

  F

  license

  -

  quality

  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

  5

• MCP Azure DevOps Server

  xrmghost

  A

  security

  A

  license

  -

  quality

  An open-source server that enables AI agents to interact with Azure DevOps projects through the Model Context Protocol, providing tools for managing work items, wikis, and repositories to streamline development workflows.

  Last updated 2025-10-17

  37

  1

  Python

  MIT

• MCP DevOps Plan Server

  mrchris2000

  A

  security

  A

  license

  -

  quality

  Enables work item management in DevOps Plan systems, allowing users to create, retrieve, filter, and delete work items, as well as manage applications, projects, components, and work item types through natural language.

  Last updated 2026-03-06

  14

  23

  MIT

• Azure DevOps MCP Server

  kevinmeyvaert

  -

  security

  -

  license

  -

  quality

  A reference server implementation for the Model Context Protocol that enables AI assistants to interact with Azure DevOps resources and perform operations such as project management, work item tracking, repository operations, and code search programmatically.

  Last updated 2025-03-04

  7

• Music and Madness Sync Bridge

  CaptainCurso

  -

  security

  F

  license

  -

  quality

  Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

  Last updated 2026-02-21

• azure-devops-mcp-server

  wuhuangjia

  -

  security

  F

  license

  -

  quality

  Enables natural language interaction with Azure DevOps to manage work items, projects, and Git commit links via the REST API. It supports comprehensive operations including creating, searching, batch updating work items, and managing attachments.

  Last updated 2025-07-01

  41

• Bilibili Mcp Server

  365903728-oss

  -

  security

  F

  license

  -

  quality

  ✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

  Last updated 2026-03-11

  78

  2

• Encoding DevOps MCP Server

  PatrickKalkman

  -

  security

  A

  license

  -

  quality

  AI-powered assistant that connects Claude to video encoding workflows, translating cryptic errors into plain English and providing actionable solutions for troubleshooting encoding jobs.

  Last updated 2025-02-22

  1

  MIT

• Access and SQLite MCP Server

  scanzy

  -

  security

  A

  license

  -

  quality

  Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

  Last updated 2025-09-17

  6

  MIT

• Document Reading and Converter

  mffrydman

  -

  security

  F

  license

  -

  quality

  Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.

  Last updated 2025-06-25

  1

• AlibabaCloud DevOps MCP Server

  yjiace

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for managing code repositories, work items, pipelines, packages, and application delivery. Supports project collaboration, code reviews, and automated deployment workflows.

  Last updated 2025-11-14

  100

  1,860

  Apache 2.0

• MCP Tools

  starzzzzzzzzzzzzzz

  -

  security

  F

  license

  -

  quality

  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• Radarr and Sonarr MCP Server

  BerryKuipers

  -

  security

  F

  license

  -

  quality

  A Python-based Model Context Protocol server that allows AI assistants like Claude to access and query your movie and TV show collection via Radarr and Sonarr APIs.

  Last updated 2025-10-25

  32

• URL Reputation and Validity

  prismon

  -

  security

  A

  license

  -

  quality

  Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

  Last updated 2025-05-29

  MIT

• Date and Time MCP Server

  MarcinMalczewski

  -

  security

  F

  license

  -

  quality

  A simple Model Context Protocol (MCP) server that provides date and time functionality in any timezone, along with user profiles and personalized greeting resources.

  Last updated 2025-06-11

• Graph-Tools

  dromologue

  -

  security

  F

  license

  -

  quality

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• Two Truths and a Twist

  ErgodicLabs

  -

  security

  A

  license

  -

  quality

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT

• Local DevOps MCP Server

  Ayala-Yagelnik

  -

  security

  F

  license

  -

  quality

  Enables Docker container management through natural language conversations, including deployment, health monitoring, dependency resolution, auto-redeployment on file changes, and environment snapshots.

  Last updated 2026-01-09

• Azure DevOps Multi

  nikydobrev

  A

  security

  A

  license

  -

  quality

  Enables interaction with multiple Azure DevOps organizations simultaneously, providing access to pipelines, builds, repositories, and pull requests across different organizations without switching contexts or restarting the server.

  Last updated 2025-12-11

  18

  Apache 2.0

• Azure DevOps MCP Server for

  stefanskiasan

  A

  security

  A

  license

  -

  quality

  Integrates Cline with Azure DevOps services, enabling access to work items, repositories, and pull requests through configurable MCP tools.

  Last updated 2025-02-15

  15

  33

  MIT

• Azure DevOps Wiki MCP Server

  uright

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol server that enables AI agents to interact with Azure DevOps wikis, providing capabilities for content search, page management, and hierarchical structure navigation.

  Last updated 2025-07-10

  5

  9

• mcp-for-azure-devops-boards

  danielealbano

  A

  security

  A

  license

  -

  quality

  MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

  Last updated 2026-04-07

  23

  6

  MIT