Why this server?
Mentions scraping and web search capabilities, which align with 'scrape' in the user's query.
AlicenseBqualityCmaintenanceSearching google, individual websites and scraping their content. Fast and cost-effective. ⚡️Last updated92515MITWhy this server?
Includes web scraping capabilities directly in its description.
Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities.Last updated72,2706,226Why this server?
Explicitly mentions 'web scraping' capabilities and structured data extraction.
AlicenseBqualityCmaintenanceA Model Context Protocol server that enables AI assistants to perform advanced web scraping, crawling, searching, and data extraction through the Firecrawl API.Last updated972,270MITWhy this server?
Focuses on extracting issues related to climate change, which could involve scraping websites.
FlicenseBqualityCmaintenanceEnables users to search and filter open source issues related to climate change and sustainability projects through the ClimateTriage API.Last updated11Why this server?
Provides a tool to clone git repositories and perform semantic searches over the code, and also works locally.
Alicense-qualityCmaintenanceAn 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 updated25MITWhy this server?
Provides a standardized interface for accessing AI models, which aligns with 'Model Control Protocol' in the user's query.

MCP-Hyperskillofficial
Flicense-qualityCmaintenanceA FastMCP integration with Hyperskill that allows AI agents to explain programming topics and search for programming resources using Hyperskill's learning materials.Last updated1Why this server?
This server provide data retrieval capabilities powered by Chroma embedding database

Chroma MCP Serverofficial
AlicenseAqualityDmaintenanceA 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 updated13542Apache 2.0Why this server?
Provides functionality to fetch and transform web content in various formats
Alicense-qualityCmaintenanceProvides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.Last updated89,6871MITWhy this server?
This server can scrape web pages, execute test code, and take screenshots of web pages
AlicenseBqualityCmaintenanceA 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 updated292021MIT