A
license-
qualityD
maintenanceA LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.
Apache 2.0
72,399 servers. Updated
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"Resources for Conducting Deep Research" matching MCP servers:
- Flicense-qualityFmaintenanceEnables 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.1
- Alicense-qualityAmaintenanceGet your research artifact ready for Artifact Evaluation before the deadline: scan the repo, scaffold the easy fixes, verify the run path, and generate the appendix.1MIT
- Alicense-qualityBmaintenanceEnables AI assistants to interact with Argo CD applications, managing clusters, applications, and resources through natural language.Apache 2.0
- Alicense-qualityDmaintenanceA Model Context Protocol server implementation that allows AI models to interact with and manage Spinnaker deployments, pipelines, and applications through a standardized interface.161MIT
- Flicense-quality-maintenanceA 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.
- AlicenseBqualityDmaintenanceIntegrates Cline with Azure DevOps services, enabling access to work items, repositories, and pull requests through configurable MCP tools.1533MIT
- FlicenseCqualityDmaintenanceProvides 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.25
- AlicenseCqualityCmaintenanceProvides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.68173MIT
- Alicense-qualityBmaintenanceEnables 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%.4AGPL 3.0
- Alicense-qualityDmaintenanceProvides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.MIT
- Alicense-qualityBmaintenanceMCP server that enables AI assistants to manage Azure DevOps resources including Work Items, Git repositories, pipelines, and user identities.15MIT
- AlicenseAqualityAmaintenanceRecord an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.58861MIT
- AlicenseAqualityDmaintenanceEnables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.3661MIT
- AlicenseAqualityDmaintenanceAn MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions.1012MIT
- AlicenseAqualityCmaintenanceEnables AI assistants to inspect, query, and diagnose problems within Octopus Deploy instances. Provides read-only access to deployments, releases, projects, environments, and other DevOps resources to transform AI into your ultimate DevOps wingmate.302,560101Mozilla Public 2.0
- AlicenseBqualityBmaintenanceEnterprise-grade MCP server exposing Ansible Automation Platform 2.x as a complete AI interface for LLMs, enabling natural language management of automation resources.861Apache 2.0
- AlicenseBqualityAmaintenanceA 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.463,181382MIT
- AlicenseBqualityBmaintenanceA Python MCP server that wraps the GitHub CLI (gh) to provide structured tools for searching, reading, and managing GitHub resources like repos, issues, PRs, releases, and workflows, with write commands disabled by default.31MIT
- AlicenseBqualityDmaintenanceA TypeScript starter template for building Model Context Protocol (MCP) servers with built-in support for tools, testing, and CI/CD pipelines. It provides a complete development environment for creating custom AI assistant integrations for tools like Claude, Copilot, and Cursor.1112MIT
