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crawl-mcp MCP Server

walksoda/crawl-mcp

Score: 72.7 ↓ 3.1% Rank #3559 MCP Server
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Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.

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Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

walksoda/crawl-mcp is a Python MCP server licensed under MIT. Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.

Ranked #3559 out of 24846 indexed tools.

Ecosystem

Python MIT 18 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 48

48 stars → early stage

Freshness 25% 19d ago

Last commit 19d ago → recently updated

Issue Health 25% 81%

13/16 issues closed → responsive maintainer

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 18/wk

18 weekly installs → early adoption

Forks 17
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Install in your agent

claude mcp add crawl-mcp -- uvx crawl-mcp
codex mcp add crawl-mcp -- uvx crawl-mcp
{"mcpServers":{"crawl-mcp":{"command":"uvx","args":["crawl-mcp"]}}}
hermes mcp add crawl-mcp --command uvx --args crawl-mcp

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AgentRank score for walksoda/crawl-mcp
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Matched Queries

"mcp server""mcp-server"

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