Best Pytest MCP Servers
pytest is a Python testing framework that makes it easy to write small, readable tests, and can scale to support complex functional testing.
Why 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 updated172311MITWhy this server?
Used for running tests in the development workflow

YDB MCPofficial
AlicenseBqualityCmaintenanceModel 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 updated725Apache 2.0Why this server?
Supports unit testing framework for validating MCP server functionality
AlicenseAqualityBmaintenanceEnables 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?
Supports testing the MCP server implementation using pytest for verifying functionality and reliability.
AlicenseAqualityCmaintenanceAn extensible MCP server with weather and time tools for Claude Desktop. It provides current time with automatic timezone detection, weather alerts for US states, and 5-period forecasts for coordinates.Last updated4MITWhy 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 updated121MITWhy this server?
Used for testing the MCP server implementation, but no direct integration capabilities for external Pytest services are described.
AlicenseAqualityBmaintenanceAI-powered medical document management for cancer patients and caregivers. Connects Google Drive, Gmail, and Calendar to Claude, ChatGPT, and any MCP client.Last updated795MITWhy this server?
Supports comprehensive testing capabilities including unit tests, integration tests, and test coverage reporting
AlicenseBqualityCmaintenanceA protocol bridge that connects AI systems to Taiga project management platform, enabling AI tools to create and manage projects, epics, user stories, tasks, issues, and sprints.Last updated9433MITWhy this server?
Used for running unit and functional tests of the MCP server
AlicenseAqualityAmaintenanceProvides SQL access to the ANSES Ciqual French food composition database with nutritional data for over 3,000 foods. Supports full-text search and bilingual queries for comprehensive nutrition analysis.Last updated16MITWhy this server?
Includes test suite that can be run with pytest to verify functionality
AlicenseAqualityBmaintenanceAn MCP server that allows users to efficiently search and reference user-configured documents through document listing, grep searching, semantic searching with OpenAI Embeddings, and full document retrieval.Last updated43MIT