Web Search & Fetch
SkillWeb & browsingWeb searching and content fetching. Use Exa MCP tools (web_search_exa, company_research_exa, get_code_context_exa) as the PRIMARY method for web search, company research, and content retrieval. Fall back to agent-browser only when Exa cannot handle the task (e.g., interactive forms, authentication, screenshots, JavaScript-rendered content). Triggers include "search the web", "find information about", "look up", "research this company", "fetch this page", "scrape data from a page", "open a website", or any task requiring web content.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Web Search & Fetch skill
What this skill tells your AI
The instructions your AI receives, as published by joemccann/radon in .pi/skills/web-fetch/SKILL.md and read by ahel’s review.
Tool Priority
| Priority | Tool | When to Use |
|---|---|---|
| 1st | Exa MCP (web_search_exa, company_research_exa, get_code_context_exa) | Web search, company research, code/docs lookup. Fast, clean, structured results. |
| 2nd | agent-browser | Interactive pages, form filling, authentication, screenshots, JS-rendered content, multi-step browser workflows. |
Default to Exa for any search or content retrieval. Only use agent-browser when you need browser interactivity.
Exa MCP Tools
web_search_exa — General Web Search
Search the web for any topic and get clean, ready-to-use content.
Use: Finding articles, news, documentation, market data, financial analysis
company_research_exa — Company Research
Research any company to get business information, news, and insights.
Use: Company fundamentals, news, competitive analysis, earnings context
get_code_context_exa — Code & Documentation
Find code examples, documentation, and programming solutions.
Use: API docs, code patterns, library usage, technical references
Examples
# Search for recent news about a ticker
web_search_exa("NVDA dark pool activity March 2026")
# Research a company
company_research_exa("Rambus Inc semiconductor IP")
# Find API documentation
get_code_context_exa("ib_insync placeOrder clientId scope")
agent-browser (Fallback)
Use agent-browser only when Exa cannot handle the task:
- Interactive pages: Forms, login flows, multi-step navigation
- Screenshots: Visual capture of charts, pages, UI
- JavaScript-rendered content: SPAs that don't serve content to crawlers
- Authentication: Sites requiring login
- File downloads: PDFs, CSVs, data exports
Core Workflow
- Navigate:
agent-browser open <url> - Snapshot:
agent-browser snapshot -i(get element refs like@e1,@e2) - Interact: Use refs to click, fill, select
- Re-snapshot: After navigation or DOM changes, get fresh refs
agent-browser open https://example.com/form
agent-browser snapshot -i
# Output: @e1 [input type="email"], @e2 [input type="password"], @e3 [button] "Submit"
agent-browser fill @e1 "user@example.com"
agent-browser fill @e2 "password123"
agent-browser click @e3
agent-browser wait --load networkidle
agent-browser snapshot -i # Check result
Essential Commands
# Navigation
agent-browser open <url> # Navigate (aliases: goto, navigate)
agent-browser close # Close browser
# Snapshot
agent-browser snapshot -i # Interactive elements with refs (recommended)
agent-browser snapshot -i -C # Include cursor-interactive elements
# Interaction (use @refs from snapshot)
agent-browser click @e1 # Click element
agent-browser fill @e2 "text" # Clear and type text
agent-browser select @e1 "option" # Select dropdown option
agent-browser press Enter # Press key
agent-browser scroll down 500 # Scroll page
# Get information
agent-browser get text @e1 # Get element text
agent-browser get url # Get current URL
# Wait
agent-browser wait @e1 # Wait for element
agent-browser wait --load networkidle # Wait for network idle
# Capture
agent-browser screenshot # Screenshot to temp dir
agent-browser screenshot --full # Full page screenshot
agent-browser pdf output.pdf # Save as PDF
Trading-Specific Examples
# Fetch a stock page (LAST RESORT — only if IB, UW, and Exa all fail)
agent-browser open "https://finviz.com/quote.ashx?t=AAPL"
agent-browser wait --load networkidle
agent-browser snapshot -i -c
# Screenshot for documentation
agent-browser open "https://example.com/chart"
agent-browser wait --load networkidle
agent-browser screenshot --full reports/chart.png
Ref Lifecycle (Important)
Refs (@e1, @e2, etc.) are invalidated when the page changes. Always re-snapshot after:
- Clicking links or buttons that navigate
- Form submissions
- Dynamic content loading (dropdowns, modals)
Signals
- GitHub stars
- 30
- Forks
- 6
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
web-fetch-joemccann- Source
- github.com/joemccann/radon