"A system for managing project to-do lists with change logging" matching MCP servers:

• Change Trace MCP

  Canlendula

  A

  license

  A

  quality

  B

  maintenance

  A local-first, model-neutral MCP server for collecting and normalizing change-scoped release evidence. It provides deterministic Git change summaries, evidence collection, and review bundles for agent review.

  Updated 10 days ago (2026-08-04 12:15 UTC)

  7

  18

  Apache 2.0

• MCP Agent System

  Pasukalu

  F

  license

  -

  quality

  C

  maintenance

  A production-grade MCP server with 6 sandboxed tools and an agent orchestration engine for autonomous task completion, featuring an evaluation suite with CI/CD quality gates.

  Updated 18 days ago (2026-07-27 07:22 UTC)

• Architect-to-Product (A2P)

  BernhardJackiewicz

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.

  Updated a month ago (2026-07-12 18:40 UTC)

  57

  10

  MIT

• project-scaffold

  dawiegriesel

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that scaffolds full-stack projects with consistent structure, Docker setup, CI/CD pipelines, and database configuration.

  Updated 6 months ago (2026-02-16 14:52 UTC)

  6

  MIT

• Jenkins to GitHub Actions MCP

  ajaychinthapalli

  F

  license

  A

  quality

  F

  maintenance

  Converts Jenkins declarative pipelines into GitHub Actions workflow YAML files, facilitating migration from Jenkins to GitHub Actions CI/CD.

  Updated 7 months ago (2025-12-30 09:24 UTC)

  2

• Azure DevOps MCP Server for

  EreAlexandru

  F

  license

  -

  quality

  F

  maintenance

  Enables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.

  Updated a year ago (2025-07-01 13:22 UTC)

  1

• Overseer MCP Server

  freqkflag

  F

  license

  A

  quality

  -

  maintenance

  Provides structured project management through phase-based workflows, enabling planning, execution tracking, compliance checking, and automated documentation for software development projects.

  Updated 8 months ago (2025-12-02 16:59 UTC)

  12

• Azure DevOps MCP Server with

  ennuiii

  F

  license

  B

  quality

  D

  maintenance

  Enables interaction with Azure DevOps services through Personal Access Token authentication. Provides 75 tools for managing work items, builds, repositories, pull requests, and other DevOps operations via both CLI and HTTP API interfaces.

  Updated 4 months ago (2026-04-09 18:40 UTC)

  70

  1

• Exarp

  davidl71

  A

  license

  C

  quality

  F

  maintenance

  MCP server for project management automation, providing tools for project health, documentation, task management, security scanning, and CI/CD validation.

  Updated 6 months ago (2026-02-14 12:26 UTC)

  27

  1

  MIT

• MCP Server for Azure DevOps

  sepal7

  F

  license

  C

  quality

  D

  maintenance

  Provides AI assistants with comprehensive access to Azure DevOps services including work items, repositories, pull requests, wikis, builds, pipelines, and test plans through 25+ MCP tools with multi-project support.

  Updated 8 months ago (2025-12-11 05:01 UTC)

  25

• 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

• Deep Agent Harness Automation

  the-Lobbi

  A

  license

  -

  quality

  D

  maintenance

  A LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.

  Updated 7 months ago (2026-01-19 00:08 UTC)

  Apache 2.0

• Argo CD MCP Server

  mane-tv2

  A

  license

  -

  quality

  B

  maintenance

  Enables AI assistants to interact with Argo CD applications, managing clusters, applications, and resources through natural language.

  Updated 2 months ago (2026-06-24 15:48 UTC)

  Apache 2.0

• MCP Server for Spinnaker

  dion-hagan

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server implementation that allows AI models to interact with and manage Spinnaker deployments, pipelines, and applications through a standardized interface.

  Updated 2 years ago (2024-12-03 05:30 UTC)

  16

  1

  MIT

• 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

• Azure DevOps MCP Server for

  stefanskiasan

  A

  license

  B

  quality

  D

  maintenance

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

  Updated a year ago (2025-02-15 15:52 UTC)

  15

  33

  MIT

• GitHub MCP Server

  crypto-ninja

  A

  license

  -

  quality

  B

  maintenance

  Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.

  Updated 17 days ago (2026-07-28 11:05 UTC)

  4

  AGPL 3.0

• Azure DevOps MCP Server

  varnierg

  A

  license

  -

  quality

  B

  maintenance

  MCP server that enables AI assistants to manage Azure DevOps resources including Work Items, Git repositories, pipelines, and user identities.

  Updated a month ago (2026-07-04 23:53 UTC)

  15

  MIT

• Rootly MCP Server for

  Rootly-AI-Labs

  F

  license

  -

  quality

  -

  maintenance

  A remote MCP server that provides AI agents access to the Rootly API for incident management, allowing users to query and manage incidents, alerts, teams, services, and other incident management resources through natural language.

  Updated a year ago (2025-06-26 01:20 UTC)

• Jenkins MCP Proxy

  ravi11196

  F

  license

  -

  quality

  B

  maintenance

  Enables AI agents and external systems to programmatically trigger and monitor Jenkins jobs, retrieve build status and logs via MCP standards.

  Updated 2 months ago (2026-06-19 14:38 UTC)