AgentIndex icon
AgentIndex
open-skills logo
open-skills
★ 140
vs
google-surf-mcp logo
google-surf-mcp
★ 291

open-skills vs google-surf-mcp

open-skills: Open Skills provides battle-tested execution playbooks, enabling AI agents to perform tasks efficiently and reliably. It drastically cuts token usage and API costs for cloud models while making local, free models as capable as their expensive counterparts.; google-surf-mcp: A Google Search MCP server that requires no API key, uses Playwright with stealth techniques to avoid detection, handles CAPTCHA by opening a Chrome window for human solving, and provides five tools: search, search_parallel, extract, search_extract, and health. Designed for local use, with optional cloud mode for headless environments.

01

TL;DR

open-skills logo
open-skillsBrowser Automation · ★ 140

Self-hosted AI enthusiasts looking for GPT-4-level capabilities with local models at $0 cost.

Read open-skills full review →
google-surf-mcp logo
google-surf-mcpBrowser Automation · ★ 291

Integrating Google search into AI agents without API key

Read google-surf-mcp full review →
02

Side-by-Side Comparison

Field
open-skills logoopen-skills
google-surf-mcp logogoogle-surf-mcp
Category
Browser Automation
Browser Automation
Stars
★ 140
★ 291
License
—
MIT
Install Command
curl -fsSL https://ollama.com/install.sh | sh && ollama pull llama3.1:8b && git clone https://github.com/besoeasy/open-skills ~/open-skills
npx google-surf-mcp
Updated
1mo ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, LLM Skills, Cost Optimization
anti-bot, claude, google-search
03

Features

open-skills logoopen-skills
01Significant Cost Reduction: Cuts cloud model API costs by 95-98% and eliminates search API costs.
02Enhanced Local Models: Makes free local LLMs (e.g., Llama, Mistral) perform like GPT-4 for practical tasks.
03Self-Hostable & Private: Enables 100% self-hostable, offline operation with complete privacy.
04Battle-Tested & Agent-Optimized: Provides working code examples and prompts structured for direct LLM consumption.
05Faster Execution & Higher Success Rate: Eliminates trial-and-error loops, leading to 10-50x faster task completion.
google-surf-mcp logogoogle-surf-mcp
01No API key required
02Anti-bot detection with stealth techniques
03Auto CAPTCHA recovery via human solving
04Five tools including combined search and extract
05SSRF guard on extract tool
04

Use Cases

open-skills logoopen-skills
↳Self-hosted AI enthusiasts looking for GPT-4-level capabilities with local models at $0 cost.
↳Autonomous AI agents needing production-ready capabilities and reduced operational costs.
↳Businesses automating tasks like crypto monitoring, web scraping, and document processing.
↳Developers seeking to eliminate API costs for search, translation, or other external services.
↳Privacy-conscious projects requiring open-source tools and public APIs for secure operations.
google-surf-mcp logogoogle-surf-mcp
↳Integrating Google search into AI agents without API key
↳Extracting article content from search results
↳Automating search and data extraction tasks
FAQ

FAQ

What is the difference between open-skills and google-surf-mcp?
Both open-skills and google-surf-mcp are in the Browser Automation category. open-skills has 140 stars, while google-surf-mcp has 291 stars.
Which is better, open-skills or google-surf-mcp?
The best choice depends on your use case. Choose open-skills if Self-hosted AI enthusiasts looking for GPT-4-level capabilities with local models at $0 cost., and google-surf-mcp if Integrating Google search into AI agents without API key.
Is open-skills free or open source?
Yes, open-skills is open source on GitHub.
Is google-surf-mcp free or open source?
Yes, google-surf-mcp is open source on GitHub (MIT).
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