Pricing

from $100.00 / 1,000 web searches

MCP Research Agent

Structured web research for AI agents. Search, fetch and structure web data into the exact JSON schema you request. Clean, predictable output for Claude and MCP workflows, ready to drop into RAG pipelines.

Pricing

from $100.00 / 1,000 web searches

Rating

0.0

(0)

Developer

Turgay NANTA

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Configure MCP server with MCP Web Research Agent: Structured Data for AI

Get a ready-to-use configuration for your MCP client with the MCP Web Research Agent: Structured Data for AI Actor preconfigured at mcp.apify.com?tools=enezli/mcp-research-agent .

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

🧠 RAG Web Browser — Web Content for AI & LLMs

nexgendata/rag-web-browser

Web browser for RAG pipelines and AI agents. Search Google, scrape top results, return clean Markdown. Feed your LLM with real-time web data. Works with Claude, GPT, LangChain, CrewAI. No API key needed.

NexGenData

RAG Web Browser

apify/rag-web-browser

Web search and fetch tool for AI agents and RAG pipelines. It queries Google Search, scrapes the top N pages using a full web browser, and returns their content as clean Markdown for further processing by an LLM. Can also fetch individual URLs.

Apify

125K

4.0

MCP Web Scraper Server — AI-Ready Web Scraping via MCP

junipr/mcp-web-scraper

Model Context Protocol (MCP) server for web scraping. Provides scrape, extract, search, and link discovery tools via SSE or WebSocket transport. Connect AI agents and LLMs to live web data.

junipr

AI-Ready Content Extractor — Structured Web Data for LLM & MCP

yuchiaoniu/ai-content-extractor

Extract structured JSON from any URL for LLM, RAG, and MCP integration. Outputs title, sections, contact info, links, structured data, and clean plain text.

Niu Yuchiao

Web-to-Markdown Generator for AI & RAG Pipelines

profitstack/web-to-markdown-generator-for-ai-rag-pipelines

Convert any website into clean, heading-based chunking, LLM-ready Markdown for RAG and AI agents.

Manas Mantri

AI Web Reader (RAG Ready)

viinaysonii/ai-web-reader-rag-ready

Convert any webpage into clean, structured, AI-ready Markdown. Removes ads, images, and UI noise, normalizes content, and outputs data optimized for LLMs, RAG pipelines, and AI agents. Fast, scalable, and built for real-world AI workflows.

Deep Research Agent — AI Web Research to Structured JSON

rockboat/deep-research-agent

Autonomous AI research agent that searches and analyzes 10-30 web sources, then synthesizes findings into a structured JSON report. Supports English and Korean output. Ideal for content creation, competitive intelligence, and market research.

patrick

Web Search MCP

silicatelabs/Web-Search-MCP

An Apify Actor that runs a persistent **Model Context Protocol (MCP) server**, giving AI assistants real-time web search capabilities. Connect Claude Desktop, Cursor, or any MCP-compatible AI client to search the web without leaving your workflow.

Silicate Labs

RAG Web Browser

parseforge/rag-web-browser

Give your AI agents real-time web access! Search the web on any topic and get full page content as clean Markdown, ready for LLMs, RAG pipelines, or OpenAI Assistants. Includes titles, descriptions, links, authors, images, and metadata. Start grounding your AI with fresh data in minutes!

ParseForge

Deep Research MCP - Web Search for AI Agents

renzomacar/deep-research-mcp

Give your AI agent the web: multi-source search, clean-markdown page reading, and one-call deep research dossiers. No OpenAI/Perplexity key required — your agent does the synthesis. MCP server, pay-per-event.