Apache 2.0
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"An introduction to GraphQL" matching MCP servers:

qa-probeofficial
AlicenseAqualityAmaintenanceProbes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.Last updated8172Apache 2.0- AlicenseAqualityCmaintenanceA high-performance, multi-protocol API mock server with 18 built-in MCP tools for managing HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP mocks, chaos engineering, stateful CRUD resources, and request verification.Last updated18132Apache 2.0
- AlicenseAqualityBmaintenanceEnables AI assistants to interact with TrafficMorph for load-testing and CI-failure triage, including run management, profile lifecycle, and domain verification through natural language.Last updated25Apache 2.0
- AlicenseAqualityFmaintenanceAdversarial review system that spawns three independent contrarian reviewers to catch issues before AI coding agents execute critical changes.Last updated315MIT
- FlicenseAqualityCmaintenanceAn MCP server that makes backend API requests and packages request+response pairs as evidence to prove an endpoint works.Last updated3
- FlicenseAqualityAmaintenanceAnalyzes Playwright test results to provide structured QA insights, including test metrics, failure analysis, bug report drafts, and release-quality recommendations.Last updated5
- AlicenseAqualityCmaintenanceMCP server that generates ISO/IEC/IEEE 29119-3 compliant test plan drafts from project information, providing a structured resource for the standard's test plan outline and a tool for draft creation.Last updated1652MIT
- FlicenseAqualityDmaintenanceEnables migration of test automation projects from WebDriverIO to Playwright using AST-based transformations. Provides tools for analyzing tests, converting syntax, refactoring to Page Object Model, and generating migration reports.Last updated9
- AlicenseAqualityCmaintenanceGenerates comprehensive API test plans (positive, negative, and boundary/edge cases) from endpoint metadata using LLMs, and exports them as Excel files.Last updated115MIT
- AlicenseAqualityBmaintenanceAn MCP server that provides echo resource, tool, and prompt functionality for testing and demonstration.Last updated9521MIT
- FlicenseAqualityBmaintenanceEnables AI agents to manage Autotest AI projects, screens, test cases, and test runs through natural language commands.Last updated10
- AlicenseAqualityCmaintenanceEnables Claude to generate executable test cases from decision tables in CSV, JSON, or Markdown formats. Provides intelligent test planning guidance and generates Playwright/API test code with TypeScript support.Last updated7MIT
- AlicenseAqualityDmaintenanceEnables LLMs to inspect and test other MCP servers by listing and calling their tools, reading resources, and getting prompts. Supports stdio, SSE, and HTTP transports for both local and remote MCP server inspection.Last updated71MIT
- AlicenseBqualityDmaintenanceEnables integration with Xray Cloud APIs for comprehensive test management including creating and managing test cases, test executions, test plans, and test sets. Supports CI/CD automation and test result tracking through GraphQL APIs.Last updated23533ISC
- AlicenseBqualityCmaintenanceAutomates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.Last updated528MIT
- AlicenseBqualityAmaintenanceAn MCP server for validating AI-generated code through automated browser testing, evidence collection, and intelligent diagnostics.Last updated100116MIT
- AlicenseBqualityBmaintenanceMCP server for end-to-end QA automation: generates test scenarios, discovers Playwright locators, creates TypeScript test code, executes tests, and creates GitHub issues for failures.Last updated623MIT
- AlicenseBqualityAmaintenanceAPI Tester AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated412MIT
- FlicenseBqualityBmaintenanceMCP server for AI-powered QA analysis. It enables analyzing test failures, identifying root causes, suggesting fixes, classifying defects, detecting flaky tests, and generating test cases and bug reports.Last updated10