A
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maintenanceMCP server providing tools to verify task completion (tests pass and changes match claim) and confirm bug reproduction before fixing.
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MIT
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"Getting the Most Out of Jina Framework" matching MCP servers:
Maestroofficial
Alicense-qualityBmaintenanceMaestro is the simplest and most effective UI testing framework for Mobile and Web. Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.Last updated15,037Apache 2.0- Alicense-qualityDmaintenanceA LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.Last updatedApache 2.0
pinnedai-mcpofficial
AlicenseAqualityAmaintenanceStops 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 updated62Apache 2.0- AlicenseAqualityBmaintenanceEnables AI coding agents to retrieve the latest stable versions of packages and tools across multiple ecosystems, preventing outdated dependency versions in generated code.Last updated47Apache 2.0
- AlicenseAqualityFmaintenanceProvides AI agents full access to the Harness.io platform through 10 consolidated tools and 137 resource types, enabling management of CI/CD, GitOps, Feature Flags, cost data, and more.Last updated115,7309Apache 2.0
- AlicenseAqualityBmaintenanceSafe-upgrade advisor for OpenClaw. Detects current version, checks the deployment against a hand-curated catalog of version-specific known regressions, captures pre-upgrade snapshots, diffs them against post-upgrade state, and emits step-by-step upgrade + rollback guides.Last updated8MIT
- AlicenseAqualityDmaintenanceEnables 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 updated115MIT
- AlicenseAqualityDmaintenanceDevelopers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. š¤ Stops AILast updated32MIT
- AlicenseAqualityAmaintenanceZero-config data quality monitoring as MCP tools. Profiles a warehouse (Postgres, BigQuery, Snowflake, MySQL, DuckDB), detects anomalies, and gates CI ā read-only with the connection resolved server-side, never via the model.Last updated67MIT
- FlicenseAqualityBmaintenanceMCP 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 updated10
- AlicenseAqualityAmaintenanceEnables 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 updated162Apache 2.0
- 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.Last updated36105MIT
LocalStack MCP Serverofficial
AlicenseAqualityFmaintenanceA Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.Last updated754625Apache 2.0- AlicenseAqualityDmaintenanceEnables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and handling databases and volumes.Last updated36105MIT
- AlicenseAqualityBmaintenanceA secure MCP server providing read-only access to Argo CD instances using browser session cookies, enabling querying of applications, projects, clusters, and repositories.Last updated14MIT
- 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.Last updated38105MIT
- AlicenseAqualityDmaintenanceEnables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.Last updated36105MIT
- 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.Last updated62MIT
- 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.Last updated201512MIT
