"Exploring memories or concepts related to windsurfing" matching MCP servers:

• 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.

  Last updated 2026-07-12

  21

  10

  MIT

• Jenkins to GitHub Actions MCP

  ajaychinthapalli

  F

  license

  -

  quality

  F

  maintenance

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

  Last updated 2025-12-30

• sswp-mcp

  VrtxOmega

  A

  license

  A

  quality

  B

  maintenance

  SSWP MCP — Deterministic software attestation for AI-augmented development. Witness any repo through a 5-gate pipeline, adversarially probe dependencies, and produce self-verifying .sswp.json attestations. Fleet registry across 131 nodes with tamper-proof audit ledger and FTS5 search. Agent-native — one tool call from Hermes, Claude, or Cline.

  Last updated 2026-05-29

  8

  3

  MIT

• Gaffer MCP Server

  gaffer-sh

  A

  license

  A

  quality

  C

  maintenance

  Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.

  Last updated 2026-03-02

  3

  16

  1

  MIT
• 

  Varity MCP Serverofficial

  varity-labs

  A

  license

  A

  quality

  C

  maintenance

  Enables AI coding tools to scaffold, build, and deploy Node.js or Python apps to Varity with a single command, automatically provisioning databases and backend services.

  Last updated 2026-07-12

  18

  257

  1

  MIT

• gitlab-ci-mcp

  mshegolev

  A

  license

  A

  quality

  B

  maintenance

  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 2026-04-28

  23

  1

  MIT

• nox-mcp

  rvforest

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that enables AI assistants to discover and execute Nox sessions for project automation tasks like testing, linting, and building. It provides tools to list available sessions and run them using specific Python versions, tags, or keyword expressions.

  Last updated 2025-11-30

  2

  MIT
• 

  pinnedai-mcpofficial

  pinnedai

  A

  license

  A

  quality

  A

  maintenance

  Stops your AI from re-introducing bugs, leaking provider keys, or weakening tests. Bug fixes become permanent regression guards; blocked mistakes become AI lessons the agent reads and learns from before its next edit.

  Last updated 2026-07-24

  6

  2

  Apache 2.0

• MCP Azure DevOps Server

  Vortiago

  A

  license

  A

  quality

  F

  maintenance

  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

• Citizen Deployment MCP Server

  citizenteam

  A

  license

  A

  quality

  D

  maintenance

  Enables deployment and management of applications on the Citizen platform from git repositories or local files. It allows AI assistants to monitor deployment logs, handle authentication, and automatically fix build errors using intelligent error analysis.

  Last updated 2026-01-18

  11

  5

  MIT

• EvalView

  hidai25

  A

  license

  A

  quality

  A

  maintenance

  MCP server that lets coding agents test AI agents. Create YAML test cases, snapshot golden baselines, check for regressions, and generate visual reports all from inside Claude Code or any MCP-compatible tool. Works with LangGraph, CrewAI, OpenAI, Claude, Mistral, and any HTTP API.

  Last updated 2026-07-03

  10

  33

  122

  Apache 2.0

• mcp-tableau

  edudutra

  F

  license

  A

  quality

  B

  maintenance

  MCP server that automates the publishing and validation of Tableau workbooks and data sources on Tableau Server or Tableau Cloud, enabling an AI agent to discover, build, validate, and publish content without human intervention.

  Last updated 2026-07-07

  10

• 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.

  Last updated 2026-07-16

  16

  2

  Apache 2.0
• 

  mcp-server-circleciofficial

  CircleCI-Public

  A

  license

  A

  quality

  C

  maintenance

  This MCP server lets you use Cursor IDE, or any MCP Client enabled agent, to use natural language to accomplish things with CircleCI, e.g: Find the latest failed pipeline on my branch and get logs

  Last updated 2026-07-19

  16

  28,168

  86

  Apache 2.0
• 

  octopilot-mcpofficial

  octopilot

  F

  license

  A

  quality

  D

  maintenance

  Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect, generate, build, and wire up new repositories end-to-end using the Octopilot CI/CD toolchain.

  Last updated 2026-02-20

  7

• spec-drift-mcp

  3ii-factory

  A

  license

  A

  quality

  C

  maintenance

  Enables AI coding agents to verify code against YAML specifications, detecting missing fields, extra fields, and type mismatches to prevent silent drift before commits.

  Last updated 2026-07-09

  3

  MIT

• Railway MCP Server

  antonioevans

  A

  license

  A

  quality

  D

  maintenance

  Enables management of Railway.app infrastructure through natural language, including deploying services from GitHub repos or Docker images, managing environment variables, monitoring deployments, and configuring networking and volumes.

  Last updated 2025-03-12

  36

  105

  MIT

• Yellhorn MCP

  msnidal

  F

  license

  A

  quality

  D

  maintenance

  An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.

  Last updated 2025-09-27

  5

  14
• 

  CData Sync MCP Serverofficial

  CDataSoftware

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to manage CData Sync operations, including data synchronization jobs, connections, and ETL processes through stdio or HTTP transports. It provides tools for executing jobs, monitoring real-time progress via Server-Sent Events, and handling comprehensive workspace configurations.

  Last updated 2025-08-10

  24

  4

  MIT

• GitLab MCP Server

  FitoDomik

  F

  license

  A

  quality

  C

  maintenance

  Connects AI assistants to GitLab to interact with merge requests, reviews, discussions, pipelines, and test results through natural language queries. Supports viewing MR details, responding to comments, checking test summaries, and analyzing job logs.

  Last updated 2025-11-28

  12

  2