Why this server?
Supports unit testing framework for validating MCP server functionality
AlicenseAqualityCmaintenanceEnables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.Last updated85MITWhy this server?
Identifies and executes specific tests impacted by symbol changes, providing compact summaries instead of raw logs.
AlicenseBqualityAmaintenanceAn MCP server that provides structural codebase indexing and surgical query tools to drastically reduce token usage through symbol-level searches and transitive impact analysis. It supports multiple languages and integrates with git to help AI agents understand code dependencies and the impact of changes in sub-millisecond time.Last updated468990MITWhy this server?
Supports testing of the server's functionality through pytest, ensuring proper operation of graph visualization features.
AlicenseAqualityFmaintenanceGPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.Last updated171711MITWhy this server?
Used for running tests in the development workflow
AlicenseBqualityDmaintenanceModel Context Protocol server for YDB databases that enables AI-powered database operations and natural language interactions with YDB instances from any LLM that supports MCP.Last updated726Apache 2.0Why this server?
Testing framework used for both mocked unit tests and live integration tests with real network calls to property data sources.
AlicenseAqualityBmaintenanceUK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.Last updated12139MITWhy this server?
Supports testing of the Materials Project MCP codebase through pytest integration for verification of functionality.
AlicenseAqualityDmaintenanceA tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.Last updated31BSD 3-ClauseWhy this server?
Integrates with Pytest for running automated tests of the Excel template generation functionality.
AlicenseBqualityDmaintenanceA Model Context Protocol (MCP) server that generates Excel templates conforming to JXLS specifications, supporting both JSON objects and arrays data formats.Last updated1MITWhy this server?
Identifies pytest as the project testing framework during automatic stack detection and FAF context generation.
AlicenseAqualityAmaintenancePersistent project context for Google Gemini. 12 MCP tools for .faf Project DNA — auto-detect your stack, validate, score, and sync across CLAUDE.md, GEMINI.md, and AGENTS.md. Python/FastMCP. IANA-registered format (application/vnd.faf+yaml). 183 tests. One file, every AI platform.Last updated122MITWhy this server?
Supports testing functionality with pytest as shown in the development workflow, with commands for running different test suites.
AlicenseBquality-maintenanceA comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP.Last updated133
