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maintenanceEnables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.
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Apache 2.0
72,463 servers. Updated
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"How to run Python code" matching MCP servers:
- FlicenseBqualityDmaintenanceAn MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.15
- Alicense-qualityDmaintenanceHosted remote MCP server for issuing run receipts, summarizing agent changes, checking test evidence, flagging review risks, and exporting run logs for Antigravity agents.MIT
- Alicense-qualityCmaintenanceEnables automated Python code quality checks including linting, complexity analysis, typo detection, structure validation, duplicate detection, and test coverage, with integration into Cursor IDE and CLI.MIT
- Alicense-qualityAmaintenanceMCP server for IBM Code Engine — build, push, and deploy containers from Cursor, Copilot, Claude, and Cline using natural language.218Apache 2.0
Varity MCP Serverofficial
AlicenseAqualityBmaintenanceEnables 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.18371MIT- AlicenseAqualityDmaintenanceAn 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.2MIT
- AlicenseAqualityCmaintenancePublishes normalized release notices to a configured webhook via MCP, with built-in validation, deterministic dry-run mode, and a clear boundary for authority gates.1MIT
- AlicenseAqualityDmaintenanceAnalyzes database migrations for risks like lock contention and data loss before they run. Supports Flyway and Liquibase formats, providing risk scores and rollback generation.640MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to interact with TrafficMorph for load-testing and CI-failure triage, including run management, profile lifecycle, and domain verification through natural language.25Apache 2.0
- FlicenseAqualityDmaintenanceEnables AI assistants to set up, run, and manage Ballerina + Salesforce integrations inside a WSO2 Integrator workspace, providing 18 tools for OAuth2 token acquisition, project scaffolding, building, deploying, and stopping the integration service.18
- FlicenseAqualityFmaintenanceConverts Jenkins declarative pipelines into GitHub Actions workflow YAML files, facilitating migration from Jenkins to GitHub Actions CI/CD.2
- FlicenseAqualityCmaintenanceExposes tools to list, run, and inspect GitHub Actions workflows locally via act, enabling debugging and fixing failures through an agent loop.3
- AlicenseAqualityDmaintenanceEnables interaction with Gradle projects through the Gradle Wrapper, allowing users to list projects and tasks, execute builds, run tests, and clean artifacts with real-time progress reporting and comprehensive error details.71MIT
- FlicenseAqualityDmaintenanceEnables AI agents to run reusable Playwright test fixtures against live deployments, providing structured test results, screenshots, and assertions.3
- FlicenseAqualityDmaintenanceAn 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.514
- AlicenseAqualityCmaintenancePython MCP server for GitHub operations, providing native tool integration with Claude Code and other MCP clients. It enables managing issues, pull requests, CI status, milestones, and batch operations via natural language.15MIT
- AlicenseAqualityAmaintenanceOne MCP server to manage self-hosted Coolify instances: verify connectivity, discover servers, deploy applications, tail logs, diagnose incidents, and run emergency ops from any MCP client.19161MIT
- AlicenseAqualityDmaintenanceEnables monitoring and debugging of Hatchet workflows and jobs through MCP clients like Claude Code. Users can list workflows, track run statuses, query queue metrics, and retrieve job results using natural language commands.62MIT
- 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