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maintenanceLocal MCP tool for understanding JSON Schema files while planning tests, summarizing types, required fields, constraints, and generating placeholder paths without copying data.
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"Obtaining database schema information via an MCP server" matching MCP servers:
- Alicense-qualityAmaintenanceAn open-source, local-first MCP server for automated Schema.org JSON-LD generation, GA4 metric validation, /llm.txt auditing, and content stickiness analytics.MIT
- AlicenseAqualityBmaintenanceEnables AI assistants to perform QC Database tasks such as uploading records, managing project turnover packages, and signing off on inspections via natural language.41MIT
- Alicense-qualityCmaintenanceAn MCP server that analyzes SQL schemas, generates realistic test data, benchmarks queries, and provides optimization recommendations to improve database performance.MIT
- AlicenseAqualityBmaintenanceTranslation quality evaluation MCP Server powered by xCOMET. Provides quality scoring (0-1), error detection with severity levels, and optimized batch processing for AI-assisted translation workflows.31482MIT
- AlicenseAqualityDmaintenanceConnects AI agents to Minecraft servers via RCON to execute commands, monitor logs, and perform read-only SQLite database queries. It is specifically designed to facilitate AI-assisted plugin development, live debugging, and automated testing workflows.611MIT
- AlicenseAqualityAmaintenanceIntegrates MantisBT bug tracker into Claude and other MCP clients via the REST API. Read and manage issues, notes, file attachments, tags, relationships, and monitors — with optional offline semantic search across all issues.234994MIT
- AlicenseAqualityDmaintenanceEnables AI agents to monitor website performance by scanning sites, retrieving Core Web Vitals, detecting regressions, and receiving AI-powered optimization recommendations.108MIT
- FlicenseAqualityDmaintenanceA reusable MCP server for QA automation testing that enables running tests across web apps, APIs, CLI tools, and more directly from Claude Desktop.5
- FlicenseAqualityCmaintenanceA MCP server that enables AI assistants to control Android devices via ADB, supporting device info, screen control, input simulation, app management, shell execution, file transfer, and UI parsing.20
- AlicenseAqualityAmaintenanceAn MCP server that returns random JSON things — people, words, values, coordinates, and an always-empty list.4MIT
- AlicenseAqualityCmaintenanceAllows AI agents to interact with serial devices via RS232/UART, enabling port listing, connection, read/write, control line manipulation, and protocol specification for automated debugging and testing.2716MIT
Specmatic MCP Serverofficial
AlicenseAqualityDmaintenanceExposes Specmatic's API contract testing, resiliency testing, and mocking capabilities to AI coding agents via natural language, enabling automated validation and simulation of API behaviors.31212MIT- AlicenseAqualityDmaintenanceEnables AI-powered analysis of mobile app bug videos through screen recordings. Analyzes crashes, UI issues, and unexpected behavior in React Native, iOS, and Android apps to provide root cause identification and code fix suggestions.19MIT
- AlicenseAqualityBmaintenanceAn MCP server that enables AI agents to drive Zephyr for Jira (Server/Data Center) test management via ZAPI. It exposes operations for test cycles, folders, executions, test steps, step results, and ZQL search over stdio for use with any MCP client.40MIT
- AlicenseAqualityBmaintenanceThis is an unofficial, community-built MCP server for qTest Manager. Not affiliated with or endorsed by Tricentis. Browse projects, modules, and test cases Create/delete test design modules Create and manage test execution cycles Add test cases into execution suites9301MIT
- FlicenseAquality-maintenancePerforms vulnerability scans using Trivy to generate Software Bill of Materials (SBOM) in CycloneDX format. It enables automated security auditing and dependency tracking through the Model Context Protocol.1
- AlicenseAqualityCmaintenanceMCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test case and cycle management via natural language.2145MIT
- AlicenseAqualityDmaintenanceAllows AI agents to control web browser sessions via Selenium WebDriver, enabling web automation tasks like scraping, testing, and form filling through the Model Context Protocol.6574MIT
- AlicenseAqualityDmaintenanceAn MCP server that lets AI agents launch, interact with, and inspect Textual TUI applications headlessly.124MIT
