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Local-first web intelligence MCP server for AI coding agents. Ten tools for search, fetch, crawl, cache, extract, find similar, research, agent-driven data gathering, page diffing, and change watching. No API keys. Results cached in a local knowledge store.
Autonomous data gathering across sources — plans search queries and URLs from a natural-language prompt, executes in parallel within a time budget, optionally extracts structured fields via JSON Schema, and synthesizes results with full step transparency. Use…
Local-first knowledge cache — full-text and hybrid semantic search over every page wigolo has already fetched, crawled, or searched. Use before any web request: cached hits return instantly and free. Triggers when the user says "check the cache", "have we…
Local-first multi-page crawl with sitemap, BFS, DFS, and URL-map strategies, anchor-fragment dedup, rate limiting, robots.txt respect, and automatic local cache population. Use when the user wants to index documentation, crawl a docs site, extract all pages…
Compare two versions of a page and see exactly what changed — a live URL against its cached copy, two URLs, or two markdown blobs. Section-level hunks, word- or line-level granularity, or a summary of counts. Use when the user says "what changed", "diff…
Local-first structured extraction from any webpage — tables, definition lists, key-value pairs, JSON-LD, microdata, chart hints (SVG titles / aria-labels / figcaptions), brand assets, and metadata. Use when the user wants structured data, pricing tables,…
Local-first URL fetch with clean markdown, structured metadata, JS-rendered SPA support, authenticated browser sessions, PDFs, and content change detection. Use when the user provides a URL, says "fetch", "get this page", "read this URL", or wants content…
Hybrid semantic discovery — fuses embeddings + keyword search + live web search via 3-way Reciprocal Rank Fusion. Use when the user has a good source and wants more like it, says "find similar", "related pages", "more like this", or wants to discover content…
Local-first multi-step research with question decomposition, parallel search, structured briefs, cross-references, and gap analysis. Use when the user needs comprehensive analysis, comparison reports, literature reviews, or says "research", "compare X vs Y",…
Local-first web search with ML reranking, multi-query arrays, domain scoping, phrase-exact match, time-range filters, country hints, depth tiers, and explainable evidence scoring. Use when the user wants to search the web, find information, look something up,…
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…
Monitor a page for changes over time. Create lazy watch jobs on one or many URLs, list them, and check for changes on demand — with optional SSRF-guarded webhook delivery when a change is detected. Use when the user says "monitor this page", "watch this URL…
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