Why this server?
Mentions scraping and web search capabilities, which align with 'scrape' in the user's query.
AsecurityAlicense-qualitySearching google, individual websites and scraping their content. Fast and cost-effective. ⚡️Last updated 10 days ago91714MITWhy this server?
Includes web scraping capabilities directly in its description.
AsecurityAlicense-qualityA Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities.Last updated 8 days ago29,7105,934MITWhy this server?
Explicitly mentions 'web scraping' capabilities and structured data extraction.
AsecurityAlicense-qualityA Model Context Protocol server that enables AI assistants to perform advanced web scraping, crawling, searching, and data extraction through the Firecrawl API.Last updated a year ago929,710MITWhy this server?
Focuses on extracting issues related to climate change, which could involve scraping websites.
AsecurityFlicense-qualityEnables users to search and filter open source issues related to climate change and sustainability projects through the ClimateTriage API.Last updated a year ago11Why this server?
Provides a tool to clone git repositories and perform semantic searches over the code, and also works locally.
-securityAlicense-qualityAn MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.Last updated 5 months ago24MITWhy this server?
Provides a standardized interface for accessing AI models, which aligns with 'Model Control Protocol' in the user's query.

MCP-Hyperskillofficial
-securityFlicense-qualityA FastMCP integration with Hyperskill that allows AI agents to explain programming topics and search for programming resources using Hyperskill's learning materials.Last updated a year ago1Why this server?
This server provide data retrieval capabilities powered by Chroma embedding database

Chroma MCP Serverofficial
AsecurityAlicense-qualityA 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 7 months ago13532Apache 2.0Why this server?
Provides functionality to fetch and transform web content in various formats
-securityFlicense-qualityProvides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.Last updated 8 months ago80,3791Why this server?
This server can scrape web pages, execute test code, and take screenshots of web pages
AsecurityAlicense-qualityA 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.Last updated a year ago291021MIT