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A server for ScrapeGraph MCP functionality

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  • Why this server?

    Mentions scraping and web search capabilities, which align with 'scrape' in the user's query.

    olostep-mcp

    olostep
    Verified
    -
    security
    A
    license
    -
    quality
    Searching google, individual websites and scraping their content. Fast and cost-effective. ⚡️
    16
    TypeScript
    MIT License

  • Why this server?

    Includes web scraping capabilities directly in its description.

    mcp-server-firecrawl

    mendableai
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities.
    9
    8,264
    2,147
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Explicitly mentions 'web scraping' capabilities and structured data extraction.

    Firecrawl MCP Server

    mcma123
    Verified
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to perform advanced web scraping, crawling, searching, and data extraction through the Firecrawl API.
    8,264
    MIT License
    • Apple
    • Linux

  • Why this server?

    Focuses on extracting issues related to climate change, which could involve scraping websites.

    ClimateTriage MCP Server

    Codeshark-NET
    -
    security
    -
    license
    -
    quality
    Enables users to search and filter open source issues related to climate change and sustainability projects through the ClimateTriage API.
    1
    TypeScript

  • Why this server?

    Provides a tool to clone git repositories and perform semantic searches over the code, and also works locally.

    Code Context MCP Server

    fkesheh
    Verified
    -
    security
    A
    license
    -
    quality
    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?

    Provides a standardized interface for accessing AI models, which aligns with 'Model Control Protocol' in the user's query.

    MCP-Hyperskillofficial

    hyperskill
    -
    security
    F
    license
    -
    quality
    A FastMCP integration with Hyperskill that allows AI agents to explain programming topics and search for programming resources using Hyperskill's learning materials.
    Python

  • Why this server?

    This server provide data retrieval capabilities powered by Chroma embedding database

    Chroma MCP Server
    official

    chroma-core
    Verified
    -
    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.
    71
    Python
    Apache 2.0

  • Why this server?

    Provides functionality to fetch and transform web content in various formats

    Fetch MCP Server

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

  • Why this server?

    This server can scrape web pages, execute test code, and take screenshots of web pages

    Playwright MCP Server

    pvinis
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.
    29
    10
    1
    TypeScript
    MIT License

  • Why this server?

    Features Anything-to-Markdown file extraction and text chunking.

    Vectorizeofficial

    vectorize-io
    A
    security
    A
    license
    A
    quality
    Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
    3
    15
    17
    JavaScript
    MIT License
    • Apple
    • Linux