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qualityAn MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.
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"Testing subscribe functionality on a Python server" matching MCP servers:
- -securityAlicense-qualityA lightweight, local-first MCP server for executing HTTP requests and managing API collections and environments without cloud dependencies. It enables testing APIs, handling authentication, and importing OpenAPI specifications directly within MCP-compatible workflows.Last updated1MIT
- -security-license-qualityEnables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.Last updated
- -securityFlicense-qualityEnables accessibility testing of websites and HTML content using axe-core and IBM Equal Access engines. Supports WCAG compliance checking, multi-viewport testing, and provides detailed violation reports with remediation guidance.Last updated1
- AsecurityAlicense-qualityProvides tools for frontend testing including code analysis, test generation, test execution, and React component testing for Jest and Cypress frameworks.Last updated426MIT
- -securityAlicense-qualityA multi-language testing automation server that enables AI assistants to discover, plan, and execute tests across six major programming languages. It provides comprehensive tools for repository scanning, automated test execution, and detailed coverage reporting.Last updatedMIT
- -securityAlicense-qualityProvides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.Last updated23MIT
- -securityFlicense-qualityA standardized MCP server designed for testing integration with the Des MCP Server Testing API. It allows AI agents to interact with testing endpoints using tools implemented via the Model Context Protocol.Last updated
- -securityAlicense-qualityA Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.Last updated6MIT
- AsecurityFlicense-qualityA demonstration MCP server built with fastmcp that provides basic utility tools including number addition and greeting functionality. Integrates with Gemini CLI to enable natural language interaction with simple mathematical and greeting operations.Last updated2
- AsecurityAlicense-qualityAn MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.Last updated1Apache 2.0
- AsecurityAlicense-qualityA Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.Last updated41641MIT
- AsecurityAlicense-qualityA server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.Last updated339MIT
- -securityFlicense-qualityA comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.Last updated331
- AsecurityAlicense-qualityA Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.Last updated61MIT
- -securityFlicense-qualityA server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.Last updated1
- -securityAlicense-qualityEnables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.Last updated1MIT
- AsecurityFlicense-qualityA comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.Last updated5
- -securityFlicense-qualityProvides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.Last updated6
- -securityAlicense-qualityA serverless MCP server deployed on Vercel that provides basic utility tools including echo, time retrieval, arithmetic operations, and mock weather information. Includes an interactive client application for testing and demonstration purposes.Last updatedMIT
- AsecurityFlicense-qualityA Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.Last updated1096
- -securityFlicense-qualityA demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.Last updated
- MIT
- -securityAlicense-qualityA Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.Last updated4Apache 2.0
- -security-license-qualityA streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.Last updated12MIT
- -securityFlicense-qualityA Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.Last updated17
- -securityAlicense-qualityProvides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.Last updated4MIT
- -securityFlicense-qualityA Python-powered Model Context Protocol server that provides safe database inspection and read-only querying capabilities for MySQL databases. Enables LLM agents to explore database schemas, execute read-only SQL queries, and retrieve metadata through JSON-RPC communication.Last updated1
- -securityFlicense-qualityA Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.Last updated1
- Asecurity-license-qualityA Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.Last updated9
MCP Run Pythonofficial
-securityAlicense-qualityEnables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.Last updated192MIT- -securityFlicense-qualityAn MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.Last updated5
- -securityAlicense-qualityCross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.Last updated10MIT
- -securityAlicense-qualityA deployment template for running Model Context Protocol servers as Vercel Functions. It provides a foundation for developers to build and host custom tools, prompts, and resources with optimized execution for MCP client integration.Last updatedMIT
- -securityAlicense-qualityA Machine Comprehension Protocol server that enables AI assistants to interact with Kestra workflows through natural language, supporting operations like flow management, executions, backfills, and other Kestra features.Last updated25Apache 2.0
- -securityAlicense-qualityEnables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.Last updated8Apache 2.0
- AsecurityAlicense-qualityAn MCP server for fetching and transforming web content into various formats.Last updated47MIT
- AsecurityAlicense-qualityThis MCP server provides unified diffs of two text inputs using Python's standard library difflib.Last updated17MIT
- -security-license-qualityA secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.Last updatedMIT
- -securityFlicense-qualityEnables automated content publishing and management on Xiaohongshu (Little Red Book) platform, supporting image/video posts, content search, user profiles, and interactions through the Model Context Protocol.Last updated99
- -securityFlicense-qualityA deployable MCP server for Cloudflare Workers or Azure Functions that provides example tools (time, echo, math), prompt templates for code assistance, and configuration resources. Enables AI assistants to interact with edge-deployed services through the Model Context Protocol.Last updated
- AsecurityAlicenseAqualityMCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboardLast updated201MIT
- -securityAlicense-qualityThis read-only MCP Server allows you to connect to Act-On data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcpLast updatedMIT
- AsecurityAlicense-qualityA Model Context Profile server that enables Claude to interact with Todoist, allowing users to create, retrieve, update, and manage tasks through natural language commands.Last updated61MIT
- -securityAlicense-qualityThis server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.Last updated22MIT
- -securityFlicense-qualityAn MCP server that enables interaction with Slack workspaces through tools for managing channels, sending messages, and retrieving user profiles. It leverages the Slack API and FastMCP to provide functionalities like message history lookup and reaction management.Last updated1
- -securityFlicense-qualityA starter template for building MCP servers in Python using the streamable HTTP transport protocol. Provides a foundation with the MCP Python SDK and example configuration to quickly develop custom MCP servers.Last updated2
- -securityFlicense-qualityA server implementation that allows AI models to interact with Jira through the Model Context Protocol, enabling tasks like JQL searches and retrieving issue details.Last updated
- -securityFlicense-qualityAn MCP Server that enables users to interact with Google's On-Demand Scanning API (v1beta1) through natural language, likely providing capabilities for vulnerability scanning and security analysis of containers and artifacts.Last updated
- AsecurityFlicense-qualityFetches Wordle solutions from the Wordle API for dates ranging from May 19, 2021 to 23 days in the future.Last updated12
