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Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

70,838 tools. Last updated 2026-02-08 12:52
  • Implement features using Test-Driven Development by following Red-Green-Refactor cycles to write tests before code and ensure quality through structured validation.
  • Search Xiaohongshu (Red Note) for user-generated content, author details, and images using a specific query, with customizable result counts for precise retrieval on RedNote MCP.
    MIT
  • Initiate a Test-Driven Development (TDD) workflow using Red-Green-Refactor cycles to develop features by writing tests first, ensuring implementation aligns with acceptance criteria and specified test frameworks.
  • Retrieve bird species by IUCN Red List conservation status categories such as Critically Endangered, Endangered, or Vulnerable to support biodiversity research and conservation planning.
  • Set custom RGB colors for Wyze smart lights using hex values (e.g., 'ff0000' for red) via the MCP Wyze Server. Control and personalize lighting for connected devices directly through AI assistants.
    MIT
  • Retrieve bird species data by IUCN Red List conservation status (e.g., CR, EN, VU) from the AviBase MCP Server. Define category and limit results for targeted conservation analysis.

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