原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Rendercheck

作者:ParthibanRajasekaran版本 0.6.0i★ –i在你的电脑上运行
注册名称io.github.ParthibanRajasekaran/rendercheck

安装

概览

作者提供的说明(英文原文)

Check from a screenshot that text is really visible to users. Local, offline OCR.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 其他

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你需要

  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "rendercheck": {
      "command": "npx",
      "args": [
        "-y",
        "@rendercheck/sdk",
        "mcp"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add rendercheck -- npx -y @rendercheck/sdk mcp

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "rendercheck": {
      "command": "npx",
      "args": [
        "-y",
        "@rendercheck/sdk",
        "mcp"
      ]
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "rendercheck": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@rendercheck/sdk",
        "mcp"
      ]
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 ParthibanRajasekaran 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32655 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32655 个服务器的 59% 更新
  • 基础检查结果等于或优于此分类中其他 32655 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Rendercheck 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.6.0)于26天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, SuperCollider

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新
安装

SuperCollider

作者:Tok

Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.

在你的电脑上运行今天更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

RenderCheck

Assert what users actually see, not just what is in the DOM. RenderCheck takes a screenshot, reads it with OCR on your machine, and fails your Playwright or Cypress test with a clear message when the rendered text is wrong, too faint to read, or not there at all.

Renamed. Up to 0.4.1 this package was published as @freetextfromimage/rendercheck. From 0.5.0 it is

@rendercheck/sdk; the API is unchanged. See the CHANGELOG for migration steps.

  • Local only. OCR runs in-process (Tesseract.js, WebAssembly). No API key, no upload, no network calls. The English language data ships in the package.
  • Catches what DOM tests cannot: a € where a $ should be, text covered by another element, low-contrast text, text the DOM has but the screen does not show.
  • Plays well with CI. No native modules (pure-JS PNG/JPEG decoding), no browser-side code.
Expected to find text "[Total: $14.00]" but OCR read "[Total: €14.00]" (Confidence: 96%)

Diff: Total: [$]14.00 → Total: [€]14.00

Install

npm install --save-dev @rendercheck/sdk

Requires Node 18+, and @playwright/test (≥ 1.40) or cypress (≥ 12).

Playwright

import { test } from '@playwright/test';

import { expect } from '@rendercheck/sdk/playwright'; // Playwright's expect + toShowText

test('checkout shows the right total', async ({ page }) => { await page.goto('/checkout');

await expect(page).toShowText('Total: $14.00', { minConfidence: 85, // OCR confidence of the matched words (default 80) minContrastRatio: 4.5, // WCAG contrast of the matched words (off unless set) });

// One element: also compared with its DOM text (innerText). await expect(page.locator('#total')).toShowText('Total: $14.00');

// Only part of the screenshot (CSS pixels from its top-left corner). await expect(page).toShowText('Pay now', { region: { x: 120, y: 340, width: 200, height: 40 } });

await expect(page).not.toShowText('Total: €14.00'); });

Like Playwright's own assertions, toShowText retries until it passes or timeout (default 5000 ms) runs out. Already using expect.extend? Import toShowText from the same path and add it yourself.

Prices and dates in the right locale
await expect(page).toShowCurrency(1234.5, { currency: 'EUR', locale: 'de-DE' }); // expects "1.234,50 €"

await expect(page).toShowDate('2026-03-04', { locale: 'en-GB' }); // expects "04/03/2026" await expect(page).toShowDate('2026-03-04', { locale: 'en-GB', format: { day: 'numeric', month: 'long', year: 'numeric' } });

The expected text comes from Intl, so each locale's separators, symbol position and date order are applied for you. When the screen shows something else, the failure says what it is: The screen shows USD ($14.00), not GBP (£14.00). or The date is formatted for en-US (03/04/2026), but en-GB should show 04/03/2026. Dates use UTC unless you pass dateTimeZone, so they are the same on every CI machine.

Cypress has the same checks: cy.matchCurrency(1234.5, { currency: 'EUR', locale: 'de-DE' }) and cy.matchDate('2026-03-04', { locale: 'en-GB' }). In other tools, expectedCurrency and expectedDate (from the package root) give you the text to pass to toShowText.

Right-to-left and other scripts. Direction marks and non-breaking spaces are ignored in every comparison, so Intl output and DOM text match what OCR reads. Only English OCR data ships with the package. For Arabic, Hebrew, Japanese and the like, download the .traineddata file and set langPath; the language is then picked from the locale (ar-EG uses ara), or set lang yourself. Arabic locales use Arabic-Indic digits, so a page that shows 14.00 where ١٤٫٠٠ belongs fails, which is usually what you want.

Cypress

// cypress.config.ts

import { defineConfig } from 'cypress'; import { registerRenderCheck } from '@rendercheck/sdk/cypress/plugin';

export default defineConfig({ e2e: { setupNodeEvents(on) { registerRenderCheck(on); } }, });

// cypress/support/e2e.ts import '@rendercheck/sdk/cypress';

// in a test cy.visit('/checkout'); cy.matchText('Total: $14.00', { minConfidence: 85, minContrastRatio: 4.5 }); cy.get('#total').matchText('Total: $14.00');

Tested in a real Cypress (13.17, Electron, Linux): examples/cypress runs 5 specs against the mock

checkout page, including the failing cases. Other Cypress versions and browsers are untested.

Run it with npm run build && npx cypress@13 run --project examples/cypress (add --browser electron).

Command line and AI agents

Check a screenshot from a terminal, a script or an AI coding agent. Same local, offline OCR.

npx @rendercheck/sdk verify screenshot.png --expect "Total: $14.00" --min-contrast 4.5

npx @rendercheck/sdk read screenshot.png --json

Exit code 0 means pass, 1 the assertion failed, 2 an error. --json prints { pass, failure, read, confidence, box, message }.

MCP server

rendercheck mcp is a Model Context Protocol server over stdio with two tools: verify_text (is this text really visible, legible and readable?) and read_text (what does a user see?).

{

"mcpServers": { "rendercheck": { "command": "npx", "args": ["-y", "@rendercheck/sdk", "mcp"] } } }

Claude Code: claude mcp add rendercheck -- npx -y @rendercheck/sdk mcp.

Set up every agent in a repo in one step:

npx @rendercheck/sdk init            # Claude Code, Codex/AGENTS.md, Cursor, Copilot

npx @rendercheck/sdk init --agents claude,cursor --dry-run

It adds a short instruction ("after changing UI, verify the pixels with verify_text") and the MCP server entry. Re-running is safe: only the marked RenderCheck block is updated.

Runs are counted in ~/.rendercheck/usage.jsonl on your machine only, so rendercheck stats can show them to you. Screenshot text is never recorded and nothing is sent anywhere. Set RENDERCHECK_NO_USAGE_LOG=1 to turn it off.

Core

import { verifyText } from '@rendercheck/sdk/core';

const report = await verifyText({ image: fs.readFileSync('screenshot.png'), // PNG or JPEG expected: 'Total: $14.00', options: { minContrastRatio: 4.5 }, }); if (!report.pass) console.error(report.message);

recognize(image, { region }) gives the raw OCR result (words, lines, boxes in image pixels), and analyzeWordContrast the WCAG contrast math, if you want to build your own assertions.

Options

OptionDefault
regionwhole screenshot{ x, y, width, height } in screenshot pixels
minConfidence80minimum OCR confidence (0-100) of the matched words
minContrastRatiooffminimum WCAG contrast ratio, e.g. 4.5 (normal text) or 3 (large text)
exactfalsethe region's text must equal the expected text, not just contain it
ignoreCasefalsePAY NOW is not Pay now unless you say so
domtruewith a Locator, compare with the element's DOM text too
timeout / interval5000 / 250Playwright: retry window and pause between attempts (ms)
fullPagefalsePlaywright: capture the whole scrollable page
lang / langPatheng / bundledother Tesseract languages: point langPath at the folder with .traineddata.gz

Pull request annotations (GitHub Actions)

When an assertion fails, RenderCheck can leave a record for CI: a JSON file and a copy of the screenshot with the failing text outlined in red. The GitHub Action in action/ turns those into pull request annotations on the failing test line ("Expected Total: $14.00, OCR read Total: €14.00, failing region x=140, y=244, 219×24 px"), a job summary table, and a downloadable report with the outlined screenshots.

env:

RENDERCHECK_REPORT_DIR: rendercheck-report # on GitHub Actions this is already the default steps:

  • run: npx playwright test # or cypress run
  • uses: ParthibanRajasekaran/text-from-image/packages/rendercheck/action@ if: always()

Records are off outside GitHub Actions unless you set RENDERCHECK_REPORT_DIR (set it to an empty string to switch them off there). A failure is recorded once, after the last retry, and a retry that passes removes it. GitHub annotations attach to source lines, not screen coordinates, so the region is written in the message and drawn on the screenshot. Everything stays in your workflow: no service, no token, no network call.

What it can and cannot do

  • OCR is not perfect. It can misread l/I/1 and O/0, and it can skip text. Light text on a coloured background is often missed on a busy page: scope the assertion to the element (page.locator('#pay')) or a region. Very faint text, which is exactly what a contrast check looks for, may not be read at all. Then the assertion still fails, reported as "in the DOM but not visible in the rendered pixels".
  • Contrast is measured on pixels (text colour vs the colour around it, by k-means), not from CSS. Gradients, images behind text and anti-aliasing make it an estimate.
  • It verifies visible text. It does not check layout, spacing or colour beyond contrast; use it with visual-regression tooling, not instead of it.
  • English only out of the box.

Network

No code in this package makes a network request. Tesseract's own cache is switched off, so nothing is written to your project either. (Failure records are the one exception, and only when you turn them on: see above.) To check it yourself on Linux: npm run test:offline runs the tests in a network-less namespace (unshare -rn).

Example

examples/playwright/ is a Playwright suite against a mock checkout page (a local HTML file), including the failing cases: wrong currency, low contrast, text covered by another element.

npx playwright install chromium   # once

npm run test:example

examples/github-actions.yml shows it in CI.

License

MIT

Links

  • Documentation: https://getrendercheck.com/developers
  • How it stays local (architecture and threat model): https://getrendercheck.com/security
  • Issues and feature requests: https://github.com/ParthibanRajasekaran/text-from-image/issues
  • Security reports: see SECURITY.md
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