顏回 YanHui Debug AI

io.github.sstklenPublished by GitHub account sstklenv2.2.0Updated Oct 24, 2026

Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryDeveloper Tools

Overview

AI-generated overview

A remote debug-assistant MCP server that answers coding bugs from a shared knowledge base, with paid new analysis.

What you can do
YanHui Debug AI is a remote MCP endpoint for debugging help. According to its description, it first checks a shared knowledge base of previously fixed bugs, returning a hit in about 4 milliseconds at no cost, and falls back to a new analysis priced at $0.05. The manifest lists no tools, so the exact tool names and inputs are not documented here.
When to use it
Consider it when you want an assistant to look up known fixes for common bugs before paying for fresh analysis. It is less useful if you need documented tool schemas or offline operation.
Requirements
A remote MCP client that supports streamable HTTP, pointed at the provider's endpoint. No packages, environment variables, headers, or authentication are declared, but network access to the endpoint is required.
Before you install
The description states that new analyses cost $0.05, so usage may incur charges; no payment or billing details are given. No authentication is declared, so it is unclear how requests or spending are attributed. Bug details you submit may be added to a shared knowledge base visible to other users, so avoid sending proprietary code or secrets.

Installation

In SourceWeft

  1. Open 顏回 YanHui Debug AI in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v2.2.0LatestSep 16, 2026

Score

60% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.