A
licenseA
qualityC
maintenanceMCP server providing tools to verify task completion (tests pass and changes match claim) and confirm bug reproduction before fixing.
2
MIT
72,476 servers. Updated
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"Features and Effects of CherryStudio" matching MCP servers:
- FlicenseAqualityCmaintenanceAutomates the full setup and deployment of Ballerina + Apache ActiveMQ integrations inside a WSO2 Integrator workspace, from broker validation to a runnable BI-low-code-ready project.9
- AlicenseAqualityAmaintenanceA reference MCP server for observing Vercel projects and deployments over stdio. It provides read-only tools to list and fetch details of Vercel projects and deployments.473MIT
- AlicenseAqualityDmaintenanceEnables 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.3661MIT
- AlicenseAqualityDmaintenanceEnables comprehensive GitLab integration allowing LLMs to manage projects, issues, merge requests, repository files, CI/CD pipelines, and perform batch operations. Supports advanced features like AI-optimized summaries, smart diffs, and atomic operations with rollback support.722Apache 2.0
- AlicenseAqualityDmaintenanceEnables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and handling databases and volumes.3661MIT
- AlicenseAqualityDmaintenanceEnables management of Railway.app infrastructure through natural language, allowing users to deploy services, manage environment variables, monitor deployments, and configure projects directly from MCP clients like Claude.3861MIT
- AlicenseAqualityDmaintenanceEnables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.3661MIT
- AlicenseAqualityBmaintenanceEnforces disciplined programming practices by requiring AI assistants to audit their work and produce verified outputs at each phase of development, following structured workflows for refactoring, feature development, and testing.203512MIT
- AlicenseAqualityCmaintenanceEnables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.391MIT
- FlicenseAqualityDmaintenanceProvides AI-assisted guidance for the Weik.io integration platform, enabling planning, implementation, testing, and deployment of integrations using Apache Camel and specialized Weik.io features.12181
- AlicenseAqualityBmaintenanceUniversal deployment tracker for AI assistants, enabling real-time monitoring and management of deployments across Vercel, Netlify, and Cloudflare Pages without context switching.5359Apache 2.0
- AlicenseAqualityDmaintenanceProvides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.6MIT
- AlicenseAqualityDmaintenanceEnables test execution and management through MCP clients, allowing retrieval of projects, listing tests, executing tests with browser selection, and monitoring results.614MIT
- FlicenseAqualityDmaintenanceA demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.2
- AlicenseAqualityBmaintenanceEnables task management with dependency tracking and workflow orchestration, allowing sequential and parallel execution of tasks with automatic progression and retry logic.2720MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to interact with Coolify self-hosted instances for application deployment, management, and monitoring. Features 4 unified tools optimized for VS Code's limits, covering app management, environment configuration, system administration, and built-in documentation.42081MIT
- FlicenseAqualityDmaintenanceEnables monitoring and control of the SST development process by streaming dev logs, managing Lambda invocations, and executing lifecycle commands like start, stop, and restart. It provides real-time access to event streams and deployment status directly through the Model Context Protocol.62
- FlicenseAqualityCmaintenanceEnables management of Atlassian Bamboo CI/CD pipelines, projects, plans, builds, and deployments through natural language commands.22
- AlicenseBqualityAmaintenanceIntegrates Ploi.io API functionality into AI assistants for managing servers, sites, and databases through natural language. It enables features like one-command deployments, project linking, server log retrieval, and database backup management.46183MIT
