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maintenanceAn evaluation harness that probes MCP-based retrieval servers for calibration, relevance, coverage, citation integrity, and more, also exposing the probes as MCP tools for assistants and CI agents.
MIT
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"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP servers:
- FlicenseNot gradedqualityDmaintenanceProvides comprehensive UI test automation capabilities including intelligent test creation, test healing, and manual test conversion through browser automation using Playwright.4
- FlicenseNot gradedqualityBmaintenanceMCP server that diagnoses RAG pipeline regression by detecting which failure modes (e.g., retrieval miss, hallucination) significantly regressed, not just score drops, using statistical methods to avoid false alarms.
- FlicenseNot gradedqualityDmaintenanceProvides FHIR Implementation Guide facts via MCP tools, enabling querying of must-support, bindings, constraints, and value-set usage from StructureDefinition artifacts for conformance and testing support.
- FlicenseNot gradedqualityDmaintenanceEnables AI-powered frontend code review and unit test generation for Phabricator diffs, supporting React/TypeScript analysis, multi-dimensional code review (performance, security, accessibility, i18n), and intelligent test case generation with Vitest/Jest support.1
- AlicenseAqualityDmaintenanceEnables LLM agents to programmatically inspect, debug, and test other MCP servers by wrapping the MCP Inspector CLI. Supports listing and calling tools, reading resources, and testing prompts on both local and remote MCP servers.616MIT
groundlensofficial
AlicenseAqualityAmaintenanceGroundlens is a proofreader for what your model writes. It marks the words your sources don't back — and shows you what each one should have said.17Apache 2.0- AlicenseAqualityCmaintenanceWraps testgen's test-suite generation as an MCP tool, enabling AI assistants to generate test suites from requirements via a local HTTP endpoint.1MIT
- AlicenseAqualityBmaintenanceCompare design and implementation screenshots using pixel-by-pixel analysis, generating visual diff images and metrics.112MIT
- AlicenseAqualityAmaintenanceConverts Lighthouse audits into prioritized implementation backlogs with evidence, suggested actions, and measurable acceptance criteria for coding agents.1394MIT
- AlicenseAqualityBmaintenanceA model-free MCP server that enforces an adversarial, Karl Popper-style review loop for Claude Code, catching emergent interaction bugs before implementation.8MIT
- AlicenseAqualityCmaintenanceEnables AI agents to build, test, debug, and interact with Kotlin Multiplatform Mobile (Android/iOS) applications through automated build pipelines, UI automation, crash analysis, and app state inspection.15121MIT
- FlicenseAqualityBmaintenanceSmall diagnostic MCP server for checking what MCP clients actually support, including tools, resources, prompts, and transport behavior.9
- AlicenseAqualityDmaintenanceEnables test execution and management through MCP clients, allowing retrieval of projects, listing tests, executing tests with browser selection, and monitoring results.623MIT
- FlicenseAqualityDmaintenanceGenerates structured, comprehensive test cases from user stories, API specs, or raw text, with automatic Excel export and Playwright automation code generation.61
- AlicenseAqualityCmaintenanceEnables AI assistants to manage Apple App Store Connect resources like apps, builds, TestFlight, and reviews through natural language.2018MIT
- AlicenseAqualityDmaintenanceGuides users through creating professional Playwright test suites with a step-by-step wizard workflow, including analysis, planning, setup, and implementation.15467MIT
- AlicenseAqualityCmaintenanceEnables 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.71MIT
- AlicenseAqualityDmaintenanceEnables AI-powered generation of production-ready CTP (ConveniencePro Tool Protocol) tools from natural language descriptions, including tool definitions, implementations, tests, and TypeScript validation.512MIT
- FlicenseAqualityDmaintenanceEnables AI coding tools to query and validate analytics event specifications maintained as Wiki markdown tables, providing structured access to events, properties, and implementation details through MCP.5