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Reliable sources for use in training language models

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  • Why this server?

    Offers access to file systems, databases, GitHub repositories, web resources, and system tools, providing a broad range of reliable sources.

    MCP Toolkit

    zxfgds
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    security
    F
    license
    -
    quality
    A comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.
    Last updated -
    16
    TypeScript

  • Why this server?

    Provides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls, enabling retrieval of reliable information from the web.

    Fetch MCP Server

    phpmac
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    security
    F
    license
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    quality
    Provides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.
    Last updated -
    137,083
    TypeScript

  • Why this server?

    Provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, exposing reliable code documentation for use in LLMs.

    Markdown Sidecar MCP Server

    speakeasy-api
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    security
    A
    license
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    quality
    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.
    Last updated -
    1
    TypeScript
    MIT License

  • Why this server?

    Enables interaction with Wikidata API, allowing searching identifiers, extracting metadata, and executing SPARQL queries for structured knowledge.

    Wikidata MCP Server

    zzaebok
    A
    security
    A
    license
    A
    quality
    A server implementation for interacting with Wikidata API using the Model Context Protocol, providing tools for searching identifiers, extracting metadata, and executing SPARQL queries.
    Last updated -
    5
    8
    Python
    MIT License

  • Why this server?

    Provides read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries for structured data.

    MySQL MCP Server

    shreyansh-ghl
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    security
    -
    license
    -
    quality
    A Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.
    Last updated -
    1
    JavaScript

  • Why this server?

    Provides comprehensive security analysis tools for querying the VirusTotal API, enabling detailed security reports on URLs, files, IP addresses, and domains.

    VirusTotal MCP Server

    emeryray2002
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    security
    A
    license
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    quality
    Provides comprehensive security analysis tools for querying the VirusTotal API, enabling detailed security reports on URLs, files, IP addresses, and domains with automatic relationship data fetching.
    Last updated -
    2
    Python
    Apache 2.0

  • Why this server?

    Provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web pages, creating a structured knowledge source.

    AgentQL MCP Server

    tinyfish-io
    A
    security
    A
    license
    A
    quality
    A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web
    Last updated -
    1
    167
    56
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Enables interaction with GitHub repositories through the GitHub API, allowing file operations, repository management, issue tracking, and code search for code-related information.

    GitHub Enterprise MCP Server

    piyushgIITian
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    security
    A
    license
    -
    quality
    Enables interaction with GitHub repositories through the GitHub API, allowing file operations, repository management, issue tracking, and code search through natural language commands.
    Last updated -
    2
    TypeScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Enables AI models to access GitHub repository contents as context, fetching entire repositories, specific file contents, and repository structures for use in AI interactions.

    GitHub Repository MCP Server

    shanksxz
    A
    security
    A
    license
    A
    quality
    Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.
    Last updated -
    3
    2
    JavaScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Enables AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering for knowledge creation.

    Chroma MCP Serverofficial

    chroma-core
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    security
    A
    license
    -
    quality
    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.
    Last updated -
    71
    Python
    Apache 2.0