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wigolo review

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

Updated Nov 1, 2026. Review written Nov 1, 2026 from the project's own sources; usage data refreshed every Monday.

wigolo at a glance

Category
MCP and agent tools
Website
wigolo.app

Is wigolo growing? Usage data

In the week of Oct 25–31, 2026, wigolo ranked #364 on the Devtoolwatch Board and #54 in MCP and agent tools, with a momentum score of 17 out of 100. Its main package had about 3.1k downloads that week, +155% against its own 4-week average.

New GitHub stars per week for wigolo12 weeks from Aug 9, 2026: 132, 84, 137, 349, 145, 98, 89, 39, 30, 29, 24, 19 new stars, an average of 98 a week.Aug 9week of Oct 25
New GitHub stars per week for the last 12 weeks, from GitHub's stargazer history (today's stargazers by the week they starred).
Show the weekly numbers
New GitHub stars per week for wigolo
Week ofNew stars
Aug 9, 2026132
Aug 16, 202684
Aug 23, 2026137
Aug 30, 2026349
Sep 6, 2026145
Sep 13, 202698
Sep 20, 202689
Sep 27, 202639
Oct 4, 202630
Oct 11, 202629
Oct 18, 202624
Oct 25, 202619

The Board ranks tools by four signals each week: new stars, new stars for the repo's size, added downloads and download growth beyond the market. How the ranking works.

wigolo alternatives

Other MCP servers and agent tools on the Board in the week of Oct 25–31, 2026, by momentum:

MCP and agent tools ranked by momentum, the week of Oct 25–31, 2026
RankToolStarsDownloads/wk
#1REAREA is an MCP server and CLI that lets coding agents reverse engineer native binaries, JavaScript and Electron apps, .NET assemblies,…415.5k760.6k
#2ha-mcpha-mcp is an unofficial Model Context Protocol server that lets AI assistants control and manage Home Assistant using natural language.5.4k118.1k
#3TregTreg is a registry and proxy that gives AI agents one token for a catalog of paid third-party API endpoints and team-shared tools.6.9k6.7k
#4Chrome DevTools MCPChrome DevTools MCP is an MCP server and CLI that lets coding agents control and inspect a live Chrome browser using Chrome DevTools.54.6k2.7M
#5codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162…47.9k–
#6open-computer-use👾 Open Computer Use – Open-Source Alternative to Codex Computer Use2.8k–

All MCP servers and agent tools, ranked

wigolo FAQ

How popular is wigolo?

wigolo has 5.5k GitHub stars as of Nov 1, 2026. It gained 19 new stars in the week of Oct 25–31, 2026, against a 12-week average of 98 a week. Its main package had about 3.1k downloads that week, +155% against its own 4-week average. That made it #54 among MCP servers and agent tools on the Devtoolwatch Board.

What are the best alternatives to wigolo?

Other MCP servers and agent tools on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: REA (#1), ha-mcp (#2), Treg (#3), Chrome DevTools MCP (#4), codebase-memory-mcp (#5). The alternatives table above has their numbers.

Sources

  1. Devtoolwatch Board, the week of Oct 25–31, 2026

wigolo README badge

Maintainers can show the tool's weekly Board rank in their README:

Devtoolwatch badge for wigolo

[![Devtoolwatch](https://index.devtoolwatch.com/badge/knockoutez-wigolo.svg)](https://index.devtoolwatch.com/tools/knockoutez-wigolo/)

How this page is made: Devtoolwatch writes each review from the project's README, releases, package metadata and website, with an AI model, then checks every claim against the source it cites and drops what the sources don't support. The numbers come from Devtoolwatch's daily GitHub snapshots, GitHub's stargazer history, and the npm and PyPI download APIs. Spotted an error? Email [email protected].