Scraping API endpoints and creating an MCP server

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Scraping API endpoints and creating an MCP server

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Why this server?
This tool allows you to convert HTTP APIs into MCP tools, which aligns with the goal of creating an MCP server for API endpoints found on a webpage.
http-4-mcp
API Testing App Automation
Tght1211
A
license
Not graded
quality
D
maintenance
HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP tool, writing the code written. Through simple interface operation, you can quickly configure an mcp-server.
Updated a year ago (2025-05-04 11:35 UTC)
16
Mulan Permissive Software , Version 2
Why this server?
This server provides functionality to fetch web content in various formats, which is needed for scraping the webpage.
Fetch MCP Server
Web Scraping Browser Automation
phpmac
A
license
Not graded
quality
C
maintenance
Provides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.
Updated a year ago (2025-07-29 20:06 UTC)
133,039 npm
1
MIT
Why this server?
A comprehensive MCP server that enables AI assistants to interact with web resources (among other things), which could be useful for creating an MCP server from scraped data.
MCP Toolkit
File Systems Databases Version Control
zxfgds
A
license
Not graded
quality
D
maintenance
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.
Updated 2 years ago (2025-03-04 13:13 UTC)
36 npm
2
MIT
Why this server?
Integrates with FireCrawl for web scraping, which is necessary for gathering API endpoint information from a web page.
Firecrawl MCP Server
Browser Automation Search Web Scraping
firecrawl
A
license
A
quality
C
maintenance
Firecrawl, the context API for AI agents, as an MCP server. Search the web, scrape any URL, parse PDFs and documents, crawl and map sites, interact with pages in a real browser, run Agent research jobs, monitor pages for changes, and search scientific papers. Returns clean Markdown or structured JSON. Run locally with npx firecrawl-mcp or connect to https://mcp.firecrawl.dev/v2/mcp
Updated 2 days ago (2026-10-29 15:06 UTC)
28
170,113 npm
7,730
MIT
Why this server?
Retrieves web page content using Playwright headless browser which can handle complex scraping.
Fetch MCP
Web Scraping Browser Automation
jae-jae
A
license
B
quality
F
maintenance
An MCP server that retrieves web page content using Playwright headless browser, capable of extracting main content and converting to Markdown format.
Updated 10 months ago (2026-01-14 07:07 UTC)
3
4,071 npm
1,088
MIT
Why this server?
Provides functionality to fetch web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.
Fetch MCP Server
Web Scraping Browser Automation
phpmac
A
license
Not graded
quality
C
maintenance
Provides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.
Updated a year ago (2025-07-29 20:06 UTC)
133,039 npm
1
MIT
Why this server?
This server enables AI assistants like Claude Desktop to perform Google searches and retrieve web data directly through natural language requests, meaning it can get information about apis.
Scrapeless MCP Server
Search Browser Automation RAG Systems
scrapeless-ai
A
license
C
quality
C
maintenance
A Model Context Protocol server implementation that enables AI assistants like Claude to perform Google searches and retrieve web data directly through natural language requests.
Updated 2 months ago (2026-09-08 07:31 UTC)
1
111 npm
170
MIT
Why this server?
Bridges web crawls and AI language models, allowing filtering and analysis of web content for insights.
mcp-server-webcrawl
RAG Systems Search Web Scraping
pragmar
F
license
Not graded
quality
B
maintenance
Bridge the gap between your web crawl and AI language models. With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Supports WARC, wget, InterroBot, Katana, and SiteOne crawlers.
Updated a month ago (2026-09-28 02:35 UTC)
46
Python
-
Why this server?
A comprehensive server enabling advanced web scraping capabilities using the Firecrawl API, helpful for extracting the API endpoints.
WebSearch
Web Scraping Browser Automation Search
josemartinrodriguezmortaloni
F
license
C
quality
C
maintenance
Built as a Model Context Protocol (MCP) server that provides advanced web search, content extraction, web crawling, and scraping capabilities using the Firecrawl API.
Updated 4 months ago (2026-06-17 03:44 UTC)
4
1
-