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Techniques for improving prompt effectiveness

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  • Why this server?

    Offers prompt management for efficient LLM interactions.

    FastMCP

    wanderingnature
    -
    security
    A
    license
    -
    quality
    FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications, offering resources, tools, and prompt management for efficient LLM interactions.
    3
    Python
    MIT License

  • Why this server?

    Combines search, AI responses, content processing, and enhancement features through a single interface.

    mcp-omnisearch

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.
    15
    54
    27
    TypeScript
    MIT License
    • Linux

  • Why this server?

    Integrates DeepSeek and Claude AI models to provide enhanced AI responses.

    DeepClaude MCP Server

    Way-To-AGI
    -
    security
    F
    license
    -
    quality
    This server integrates DeepSeek and Claude AI models to provide enhanced AI responses, featuring a RESTful API, configurable parameters, and robust error handling.
    13
    TypeScript

  • Why this server?

    Helps refine AI-generated content to sound more natural and human-like using AI detection and text enhancement.

    AI Humanizer MCP Server

    Text2Go
    A
    security
    A
    license
    A
    quality
    Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.
    1
    47
    8
    JavaScript
    MIT License

  • Why this server?

    Allows seamless integration between LLM applications and RAG data sources.

    Storm MCP Server

    sionic-ai
    -
    security
    F
    license
    -
    quality
    An open protocol server that implements Anthropic's Model Context Protocol to enable seamless integration between LLM applications and RAG data sources using Sionic AI's Storm Platform.
    27
    Python
    • Apple

  • Why this server?

    Transforms your code into AI-optimized prompts instantly to enhance context.

    code2prompt

    mufeedvh
    Verified
    -
    security
    A
    license
    -
    quality
    A code ingestion tool that transforms your code into AI-optimized prompts instantly. Gather the relevant context with code2prompt under the hood. Learn more at code2prompt.dev
    5,363
    Rust
    MIT License
    • Linux
    • Apple

  • Why this server?

    A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.

    Coder Toolbox MCP Server

    lamemind
    Verified
    -
    security
    F
    license
    -
    quality
    A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.
    2
    TypeScript

  • Why this server?

    AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs.

    Chain of Draft Thinking

    bsmi021
    A
    security
    A
    license
    A
    quality
    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
    1
    6
    7
    TypeScript
    MIT License

  • Why this server?

    Integrates Redash with AI assistants like Claude, allowing them to query data, manage visualizations, and interact with dashboards through natural language.

    Redash MCP Server

    suthio
    A
    security
    F
    license
    A
    quality
    Model Context Protocol (MCP) server that integrates Redash with AI assistants like Claude, allowing them to query data, manage visualizations, and interact with dashboards through natural language.
    10
    5
    9
    JavaScript
    • Apple

  • Why this server?

    Enables structured thinking and analysis across multiple AI platforms through branch management, semantic analysis, and cognitive enhancement.