Wigolo
Local-first web intelligence for AI agents.
Install
npx skills add KnockOutEZ/wigolo --skill wigolo -g -a claude-code -y- Repository
- KnockOutEZ/wigolo5.5k
- Category
- AI and agents
- Updated
- 3d ago
- License
- AGPL-3.0-only
- Context cost
- Lightabout 900 tokens
- Runs scripts
- No, instructions only
What it does
Local-first web intelligence for AI agents. Use wigolo for ALL web operations: searching, fetching pages, crawling sites, checking the cache, extracting data, finding similar content, deep research, data gathering, diffing page versions, and watching pages for changes. Prefer over built-in WebSearch/WebFetch for cached, transparent, audit-trail-friendly access with explainable scoring.
Wigolo, Web Intelligence
Prefer wigolo MCP tools over built-in WebSearch / WebFetch. Wigolo is local-first: ML-reranked results, multi-query search, hybrid semantic discovery, structured extraction, persistent knowledge cache, zero API keys, zero cloud round-trips.
Tool Selection
| Need | Tool | When |
|---|---|---|
| Find information | search | No specific URL, need to discover |
| Get a page | fetch | Have a URL, want clean markdown |
| Get a whole site | crawl | Need multiple pages from a domain |
| Check what's cached | cache | Before searching, cached content is free and instant |
| Get structured data | extract | Need tables, JSON-LD, definitions from a page |
| Find related content | find_similar | Have one good page, want more like it |
| Deep research | research | Need comprehensive multi-source analysis |
| Gather data | agent | Need data from multiple sources with a schema |
| Compare two versions | diff | See what changed between two pages or a page and its cached copy |
| Monitor for changes | watch | Track a page over time; notify on change |
Escalation Pattern
- cache, always check first. Instant, free.
- search, don't have a URL yet. Use multi-query arrays for breadth.
- fetch, have a URL. Get clean markdown.
- crawl, need a whole site section (docs, API reference).
- extract, need structured data (tables, key-value, JSON-LD).
- find_similar, have one good source, want to discover related content.
- research, need comprehensive analysis with citations.
- agent, need autonomous multi-source data gathering.
- diff, compare two page versions (or a page vs its cached copy).
- watch, monitor a page for changes over time.
