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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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"Understanding Inference Models" matching MCP servers:
- AlicenseAqualityBmaintenanceMCP server for IFC geometric audit, providing tools to detect space clashes, extract space inventories, compute surface losses, check boundaries, and verify opening correspondences in BIM models.6Apache 2.0
- AlicenseAqualityCmaintenanceEnables remote control of LeCroy oscilloscopes via SCPI commands over LAN to perform waveform capture, screenshots, measurements, channel configuration, and triggering through natural language. Supports multiple LeCroy models including WaveSurfer, HDO, WaveRunner, and WavePro series with automatic model detection.4811AGPL 3.0
- AlicenseAqualityBmaintenanceQA Sphere MCP server that enables Large Language Models to interact directly with test management system test cases, supporting AI-powered development workflows and test case discovery.1510123MIT
Okareo MCP Serverofficial
AlicenseAqualityBmaintenanceExposes Okareo's evaluation capabilities as MCP tools, enabling AI coding assistants to manage scenarios, register models, run evaluations, and execute multi-turn simulations directly from the editor.51Apache 2.0- AlicenseAqualityCmaintenanceA local MCP server that packages LLM evaluation gates as reusable CI/CD primitives, enabling AI agents to run datasets against models, score responses, and enforce quality thresholds.10MIT
- AlicenseAqualityDmaintenanceGenerates intelligent Playwright locators with reliability rankings, creates Page Object Models, and runs test automation scripts directly from your IDE or AI assistant.5151MIT
- AlicenseAqualityBmaintenanceEnables blind AI coding models to debug visual bugs by capturing screenshots, analyzing them with a vision-capable model, and returning a written report.15MIT
- AlicenseBqualityBmaintenanceEnables LLMs to automate web browsers using Playwright through structured accessibility snapshots, allowing interaction with web pages without needing vision models.244,588,713Apache 2.0
- AlicenseBqualityCmaintenanceA Model Context Protocol server that enables generating and managing Robot Framework test automation with SeleniumLibrary, including test case generation, page object models, and advanced web testing capabilities.82530MIT
- AlicenseBqualityBmaintenanceProvides browser automation via Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing vision models.244,588,713Apache 2.0
- FlicenseBqualityBmaintenanceA lightweight MCP canary for ModelScope hosted STDIO that verifies package installation, MCP initialization, and tool discovery without loading models or medical data.21
- FlicenseCqualityDmaintenanceEnterprise-grade code intelligence platform providing AI-powered code analysis, semantic search, security scanning, and automated refactoring capabilities. Integrates with local AI models for zero-cost operations while delivering comprehensive development workflow automation.28
- AlicenseCqualityDmaintenanceA server that converts Allure test reports into LLM-friendly formats, enabling AI models to better analyze test results and provide insights about test failures and potential fixes.111Apache 2.0
Arkheia Hallucinationofficial
AlicenseNot gradedqualityBmaintenanceDetect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.1MIT- AlicenseNot gradedqualityNot gradedmaintenanceBridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.
- AlicenseNot gradedqualityCmaintenanceAn MCP server that allows agents to test and compare LLM prompts across OpenAI and Anthropic models, supporting single tests, side-by-side comparisons, and multi-turn conversations.MIT
- AlicenseNot gradedqualityDmaintenanceEnables generating Robot Framework test cases with SeleniumLibrary, creating page object models, and performing performance monitoring through natural language.25MIT
- AlicenseNot gradedqualityDmaintenanceExposes AgentShield security scanning tools to protect AI clients by detecting threats like prompt injections, PII leakage, and SSRF. It enables real-time monitoring of inputs, outputs, and tool definitions to ensure secure interactions with AI models.16MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI models to test and interact with Electron applications using Playwright, supporting CDP connection and app launch modes.9MIT