惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Stack Overflow Blog
Stack Overflow Blog
Y
Y Combinator Blog
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
M
MIT News - Artificial intelligence
GbyAI
GbyAI
A
About on SuperTechFans
T
The Blog of Author Tim Ferriss
雷峰网
雷峰网
Blog — PlanetScale
Blog — PlanetScale
J
Java Code Geeks
IT之家
IT之家
Microsoft Azure Blog
Microsoft Azure Blog
V
V2EX
爱范儿
爱范儿
N
Netflix TechBlog - Medium
U
Unit 42
博客园 - 三生石上(FineUI控件)
WordPress大学
WordPress大学
博客园 - 叶小钗
G
Google Developers Blog
Jina AI
Jina AI
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
The GitHub Blog
The GitHub Blog
腾讯CDC

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店
GitHub - manucoffin/faster-fixes: The open-source feedbac...
manuelcoffin · 2026-05-13 · via Hacker News: Show HN

/fasterfixes

Turn messy client feedback into agent-ready bug reports.

Website  •  Docs  •  Twitter

@fasterfixes/react on npm   @fasterfixes/mcp on npm   License


About

During the review phase of a web project, clients send feedback through WhatsApp messages, scattered screenshots, and vague descriptions with no link to the page. Developers then spend time deciphering what was meant, finding the right page, and turning it into something actionable.

Faster Fixes replaces that workflow. Clients leave feedback directly on the website through a lightweight widget. The system captures the full context automatically — screenshot, page URL, DOM selector, browser metadata, and React component tree when available. Developers consume that feedback from a dashboard or directly from their AI coding agent via MCP.

The goal is a short path from client comment to resolved fix:

client feedback → structured context → AI agent fixes it

How It Works

1. Collect feedback with the widget

Install the React widget in your application. Clients click anywhere on the page to leave feedback. The widget captures the screenshot, element selector, component tree, and browser info automatically — no setup required from the client.

import { FeedbackProvider } from "@fasterfixes/react";

function App() {
  return (
    <FeedbackProvider apiKey="your-project-api-key">
      <YourApp />
    </FeedbackProvider>
  );
}

2. Review feedback on the dashboard

Open the Faster Fixes dashboard to see all feedback items organized by project and page. Each item includes the client's comment alongside the captured context. Copy any item as a structured markdown report, ready to paste into your AI coding agent.

3. Or let your agent handle it via MCP

Connect the Faster Fixes MCP server to your editor. Your AI coding agent can fetch new feedback, read the full context, locate the relevant code, fix the issue, and mark it as resolved — without leaving the terminal.

claude mcp add faster-fixes -s project \
  --env FASTER_FIXES_TOKEN=ff_agent_xxx \
  --env FASTER_FIXES_PROJECT=proj_xxx \
  -- npx -y @fasterfixes/mcp

The MCP server works with Claude Code, Cursor, VS Code, Windsurf, Codex, and Zed.

Features

  • Visual feedback widget — clients click on elements to leave feedback, no training needed
  • Automatic context capture — screenshot, page URL, DOM selector, component tree, browser info
  • Developer dashboard — organized view of all feedback across projects
  • Markdown export — copy any feedback item as a structured bug report for AI agents
  • MCP server — AI coding agents fetch and resolve feedback programmatically
  • Agent skill — install as a skill for autonomous feedback-to-fix workflows
  • GitHub integration — automatically create issues from feedback items
  • Team collaboration — organizations, projects, and role-based access
  • Review links — share a link with clients so they can leave feedback without an account

Packages

This monorepo publishes three npm packages:

Package Description Install
@fasterfixes/react React feedback widget npm install @fasterfixes/react
@fasterfixes/core Framework-agnostic client library npm install @fasterfixes/core
@fasterfixes/mcp MCP server for AI coding agents npx -y @fasterfixes/mcp

MCP Setup

The MCP server exposes two tools: list_feedbacks and update_feedback_status. It connects to the Faster Fixes API using an organization-scoped agent token.

Claude Code

Add to your .mcp.json:

{
  "mcpServers": {
    "faster-fixes": {
      "command": "npx",
      "args": ["-y", "@fasterfixes/mcp"],
      "env": {
        "FASTER_FIXES_TOKEN": "ff_agent_your_token_here",
        "FASTER_FIXES_PROJECT": "proj_your_project_id"
      }
    }
  }
}
Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "faster-fixes": {
      "command": "npx",
      "args": ["-y", "@fasterfixes/mcp"],
      "env": {
        "FASTER_FIXES_TOKEN": "ff_agent_your_token_here",
        "FASTER_FIXES_PROJECT": "proj_your_project_id"
      }
    }
  }
}
VS Code (GitHub Copilot)

Add to .vscode/mcp.json:

{
  "servers": {
    "faster-fixes": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@fasterfixes/mcp"],
      "env": {
        "FASTER_FIXES_TOKEN": "ff_agent_your_token_here",
        "FASTER_FIXES_PROJECT": "proj_your_project_id"
      }
    }
  }
}
Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "faster-fixes": {
      "command": "npx",
      "args": ["-y", "@fasterfixes/mcp"],
      "env": {
        "FASTER_FIXES_TOKEN": "ff_agent_your_token_here",
        "FASTER_FIXES_PROJECT": "proj_your_project_id"
      }
    }
  }
}
Codex

Add to .codex/config.toml:

[mcp_servers.faster-fixes]
command = "npx"
args = ["-y", "@fasterfixes/mcp"]

[mcp_servers.faster-fixes.env]
FASTER_FIXES_TOKEN = "ff_agent_your_token_here"
FASTER_FIXES_PROJECT = "proj_your_project_id"
Zed

Add to ~/.config/zed/settings.json:

{
  "context_servers": {
    "faster-fixes": {
      "command": "npx",
      "args": ["-y", "@fasterfixes/mcp"],
      "env": {
        "FASTER_FIXES_TOKEN": "ff_agent_your_token_here",
        "FASTER_FIXES_PROJECT": "proj_your_project_id"
      }
    }
  }
}

You can find your agent token and project ID in Organization Settings on the dashboard.

Built With

License

This repository is licensed under the GNU AGPLv3 License.

The widget packages (@fasterfixes/core, @fasterfixes/react) and the MCP server (@fasterfixes/mcp) are licensed under MIT for unrestricted use in your applications.