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Understanding Cache Data and Its Uses

  • Why this server?

    This server enables LLMs to read, search, and analyze code files with advanced caching, addressing the 'cache data' request for code analysis.

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    A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
    5
    JavaScript
    MIT License
    • Linux
    • Apple
  • Why this server?

    SourceSage memorizes key aspects of a codebase while allowing dynamic updates and fast retrieval, effectively caching and providing access to codebase data.

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    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Python
    MIT License
  • Why this server?

    This server provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks, which involves caching data.

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    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    TypeScript
    MIT License
    • Apple
  • Why this server?

    This documentation server provides multi-threaded document crawling, local document loading, and keyword searching, which may involve caching.

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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.
    2
    37
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    This server enables LLMs to interact with Elasticsearch clusters, including index management and search queries, leveraging Elasticsearch's indexing and caching capabilities.

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    security
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    A Model Context Protocol server that enables LLMs to interact with Elasticsearch clusters, allowing them to manage indices and execute search queries using natural language.
    1
    JavaScript
  • Why this server?

    This server provides access to Elasticsearch 7.x databases with comprehensive search functionality, including aggregations, highlighting, and sorting, all of which use caching mechanisms.

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    Provides an MCP protocol interface for interacting with Elasticsearch 7.x databases, supporting comprehensive search functionality including aggregations, highlighting, and sorting.
    3
    1
    Python
    Apache 2.0
  • Why this server?

    This server makes documentation or codebases searchable by AI assistants and allows users to chat with code or docs by pointing to a git repository or folder, and likely implements some form of caching for performance.

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    A flexible Model Context Protocol server that makes documentation or codebases searchable by AI assistants, allowing users to chat with code or docs by simply pointing to a git repository or folder.
    2
    JavaScript
  • Why this server?

    This server enables comprehensive GitHub operations through natural language commands, likely utilizing caching mechanisms to improve performance for accessing GitHub data.

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    Enables comprehensive GitHub operations through natural language including file management, repository administration, issue tracking, and advanced code searching.
    36,796
    1
    TypeScript
  • Why this server?

    Memory Bank Server provides a set of tools and resources for AI assistants to interact with Memory Banks, repositories of information that help maintain context and track progress across multiple sessions, which involves caching data.

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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.
    15
    111
    13
    TypeScript
    MIT License
  • Why this server?

    A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web, which may be cached.

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    A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web
    1
    183
    28
    JavaScript
    MIT License
    • Apple
    • Linux