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How to Build a Knowledge Base

  • Why this server?

    Provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, which is helpful for building a knowledge base.

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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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    TypeScript
    MIT License
  • Why this server?

    Enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities, useful for a code-related knowledge base.

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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?

    Provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs and retrieve that data using vector search, full text search, and metadata filtering; key for creating and using a knowledge base.

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    A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.
    71
    Python
    Apache 2.0
  • Why this server?

    Efficiently memorizes key aspects of a codebase enabling dynamic updates and fast retrieval, making it useful for a code understanding knowledge base.

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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?

    Provides a standardized interface for AI models to access, query, and modify content in Notion workspaces; Useful for storing and retrieving information in a structured manner.

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    A Model Context Protocol server that provides a standardized interface for AI models to access, query, and modify content in Notion workspaces.
    275
    2
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Connects AI models with Obsidian knowledge bases, allowing direct access and manipulation of notes, including reading, creating, updating, and deleting notes, as well as managing folder structures. This server is very helpful in building or augmenting an existing Obsidian knowledge base.

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    This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can directly access and manipulate Obsidian notes, including reading, creating, updating, and deleting notes, as well as managing folder structures.
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    7
    JavaScript
  • Why this server?

    Allows operations like file search, text extraction, and AI-based querying and data extraction on files stored in Box, and can be used to populate a knowledge base.

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    A Python server that enables interaction with Box files and folders through the Box API, allowing operations like file search, text extraction, and AI-based querying and data extraction.
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    8
    Python
    • Apple
    • Linux
  • Why this server?

    Automates the creation of standardized documentation by extracting information from source files and applying templates, with integration capabilities for GitHub, Google Drive, and Perplexity AI. Could help in automated generation of documentation for the knowledge base.

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    Automates the creation of standardized documentation by extracting information from source files and applying templates, with integration capabilities for GitHub, Google Drive, and Perplexity AI.
    3
    TypeScript
    MIT License
    • Apple
  • Why this server?

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

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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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    111
    13
    TypeScript
    MIT License