crawl4ai-mcp-server

BjornMelin/crawl4ai-mcp-server

3.4
research_and_datacloud_platformsbrowser_automation

If you are the rightful owner of crawl4ai-mcp-server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

Crawl4AI MCP Server is a high-performance Model Context Protocol server designed for web scraping and crawling, enabling AI assistants to perform deep research efficiently.

Tools

Functions exposed to the LLM to take actions

crawl

Crawl web pages from a starting URL.

getCrawl

Retrieve crawl data by ID.

listCrawls

List all crawls or filter by domain.

search

Search indexed documents by query.

extract

Extract structured content from a URL.

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources

Related MCP Servers

View all research_and_data servers →
mcp-server-chart

mcp-server-chart

4.6

by antvis

A Model Context Protocol server for generating charts using AntV.

research_and_data
terraform-mcp-server

terraform-mcp-server

4.5

by hashicorp

The Terraform MCP Server is a Model Context Protocol server that integrates with Terraform Registry APIs for advanced automation in Infrastructure as Code development.

cloud_platforms
arxiv-mcp-server

arxiv-mcp-server

4.5

by blazickjp

The ArXiv MCP Server provides a bridge between AI assistants and arXiv's research repository through the Model Context Protocol (MCP).

research_and_data
exa-mcp-server

exa-mcp-server

4.5

by exa-labs

A Model Context Protocol (MCP) server allows AI assistants to use the Exa AI Search API for real-time web searches in a secure manner.

research_and_data
mcp-trends-hub

mcp-trends-hub

4.4

by baranwang

Trends Hub is a one-stop aggregation service for trending topics across the web, based on the Model Context Protocol (MCP).

ai_chatbot
mcp-compass

mcp-compass

4.3

by liuyoshio

MCP Compass is a discovery and recommendation service for exploring Model Context Protocol servers using natural language queries.

research_and_data
mcp-local-rag

mcp-local-rag

4.2

by nkapila6

mcp-local-rag is a primitive RAG-like web search model context protocol server that runs locally without the need for APIs.

research_and_data
mcp-searxng

mcp-searxng

4.2

by ihor-sokoliuk

An MCP server implementation that integrates the SearXNG API, providing web search capabilities.

research_and_data
firecrawl-mcp-server

firecrawl-mcp-server

4.2

by firecrawl

Firecrawl MCP Server is a Model Context Protocol server that integrates with Firecrawl for web scraping capabilities.

browser_automation
pubchem_mcp_server

pubchem_mcp_server

4.2

by sssjiang

The PubChem MCP server is designed to extract basic chemical information about drugs using the PubChem API.

research_and_data
oci-documentation-mcp-server

oci-documentation-mcp-server

4.2

by jin38324

The OCI Documentation MCP Server is designed to facilitate access to and search through OCI documentation using the Model Context Protocol.

research_and_data
a-share-mcp-is-just-i-need

a-share-mcp-is-just-i-need

4.2

by 24mlight

A股mcp。

finance
sec-edgar-mcp

sec-edgar-mcp

4.1

by stefanoamorelli

SEC EDGAR MCP is an open-source MCP server that connects AI models to the rich dataset of SEC EDGAR filings, enabling seamless integration between LLM applications and external data sources and tools.

research_and_data
datagov-mcp

datagov-mcp

4.1

by aviveldan

Easily interact with the Israeli Government Public API (data.gov.il) using this project.

research_and_data
mcp-mianshiya-server

mcp-mianshiya-server

4.0

by yuyuanweb

面试鸭的题目搜索API现已兼容MCP协议，是国内首家兼容MCP协议的面试刷题网站。

developer_tools
Sequential Thinking MCP Server

Sequential Thinking MCP Server

4.0

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

research_and_data
modelcontextprotocol

modelcontextprotocol

4.0

by perplexityai

An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research.

research_and_data
agentql-mcp

agentql-mcp

3.9

by tinyfish-io

AgentQL MCP Server is a Model Context Protocol server that integrates AgentQL's data extraction capabilities.

research_and_data
pypsa-mcp

pypsa-mcp

3.8

by cdgaete

PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).

research_and_data
apify-mcp-server

apify-mcp-server

3.7

by apify

The Apify Model Context Protocol (MCP) Server connects AI applications to a wide range of tools for web scraping, data extraction, and automation tasks.

research_and_data
zotero-mcp

zotero-mcp

3.7

by 54yyyu

Zotero MCP connects your Zotero research library with AI assistants like Claude, enabling seamless interaction with your research materials.

research_and_data
gptr-mcp

gptr-mcp

3.7

by assafelovic

GPT Researcher MCP Server provides deep research results for LLM applications, focusing on relevant, trusted, and up-to-date information.

research_and_data
mcp-ragdocs

mcp-ragdocs

3.6

by hannesrudolph

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

research_and_data
mcp-omnisearch

mcp-omnisearch

3.6

by spences10

A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.

research_and_data
rmcp

rmcp

3.6

by finite-sample

The R MCP Server is a Model Context Protocol server that facilitates advanced econometric modeling and data analysis using R, enabling AI assistants to perform complex statistical analyses.

research_and_data
seo-mcp

seo-mcp

3.6

by cnych

A MCP (Model Control Protocol) SEO tool service based on Ahrefs data. Includes features such as backlink analysis, keyword research, traffic estimation, and more.

research_and_data
MCP-searxng

MCP-searxng

3.6

by SecretiveShell

An MCP server for connecting agentic systems to search systems via SearXNG.

research_and_data