A
license-
qualityD
maintenanceEnables reading IDE output, test results, and problems from development environments.
7
MIT
72,309 servers. Updated
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"A system for information collection, organization, tracking, categorization, and output" matching MCP servers:
- Flicense-qualityCmaintenanceA 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.
- AlicenseBqualityDmaintenanceEnables 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.18Apache 2.0
- 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
- 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-qualityDmaintenanceA LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.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
- 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
- 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-qualityBmaintenanceEnables AI assistants to interact with Argo CD applications, managing clusters, applications, and resources through natural language.Apache 2.0
- 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
- 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.
- 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
astro-airflow-mcpofficial
AlicenseAqualityFmaintenanceAn MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.3113Apache 2.0- AlicenseAqualityAmaintenanceMCP server for Beaker lab automation, enabling system provisioning, job management, distro discovery, and failure diagnosis through 25 tools.271MIT
- FlicenseAqualityCmaintenanceAn MCP server that lets AI agents discover Ansible Galaxy collection input/output contracts, including module arguments, return values, and role facts, to help generate accurate playbooks.6
- AlicenseAqualityBmaintenanceA comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.51847MIT
- AlicenseAqualityBmaintenanceA 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.718Apache 2.0