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Improving the Intelligence of Large Language Models

  • Why this server?

    Provides multi-threaded document crawling, local document loading, and keyword searching, enabling LLMs to access information for improved code generation and reasoning.

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    A documentation server based on MCP protocol designed for various development frameworks that provides multi-threaded document crawling, local document loading, keyword searching, and document detail retrieval.
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    37
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPi, aiding LLMs in finding code examples and documentation to make them smarter.

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    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
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    25
    JavaScript
    AGPL 3.0
    • Apple
  • Why this server?

    Provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools, which can help to make LLMs smarter.

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    A server that provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools.
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    1
    TypeScript
    MIT License
  • Why this server?

    Connects LLMs to the Compiler Explorer API, enabling them to compile code and analyze optimizations across different compilers and languages to improve code generation and understanding.

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    A Model Context Protocol server that connects LLMs to the Compiler Explorer API, enabling them to compile code, explore compiler features, and analyze optimizations across different compilers and languages.
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    Python
  • Why this server?

    Provides AI assistants with structured repositories of information to maintain context and track progress across multiple sessions, improving their long-term reasoning and problem-solving abilities.

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    Memory Bank Server provides a set of tools and resources for AI assistants to interact with Memory Banks. Memory Banks are structured repositories of information that help maintain context and track progress across multiple sessions.
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    TypeScript
    MIT License
  • Why this server?

    A comprehensive system for managing AI-assisted agile development workflows, potentially leading to smarter development practices and improved project outcomes.

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    A comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP.
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    13
    Python
    MIT License
    • Apple
  • Why this server?

    Empowers agents with Gemini integration for codebase analysis, live search, text/PDF/image processing, potentially enhancing reasoning capabilities and knowledge integration.

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    Professional Gemini API integration for Claude and MCP-compatible hosts with intelligent model selection and advanced file handling capabilities.
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    1
    TypeScript
    MIT License
  • Why this server?

    Enhances LLM applications with deep autonomous web research capabilities, delivering higher quality information than standard search tools which could make LLMs smarter over time.

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    Enhances LLM applications with deep autonomous web research capabilities, delivering higher quality information than standard search tools by exploring and validating numerous trusted sources.
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    65
    Python
    MIT License
    • Apple
  • Why this server?

    Provides web search functionality to LLMs, allowing them to access and process information from the internet, which makes them smarter.

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    A server based on the MCP protocol that uses the Brave API for web search functionality.
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    6
    Python
    MIT License
    • Apple
    • Linux
  • Why this server?

    A bridge between AI assistants and ArXiv's research repository that enables searching, downloading, and reading academic papers to enhance LLM with cutting edge research.

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    A bridge between AI assistants and ArXiv's research repository that enables searching, downloading, and reading academic papers through the Message Control Protocol.
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    Python
    MIT License
    • Linux
    • Apple