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Benchline

by fabwaseemversion 0.1.1i★ –iRuns in the cloud
Registry nameio.github.fabwaseem/benchline

Install

Overview

Description from the maker (original English)

Open-source developer, PDF, image, SEO and security tools over a stateless HTTP MCP server. No key.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Marketing & social media

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://benchline.fabwaseem.com/mcp

Run this in your terminal

claude mcp add --transport http benchline https://benchline.fabwaseem.com/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "benchline": {
      "url": "https://benchline.fabwaseem.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "benchline": {
      "type": "http",
      "url": "https://benchline.fabwaseem.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://benchline.fabwaseem.com/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account fabwaseem, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Marketing & social mediai

  • More stars than 0% of the other 2984 servers in this category
  • Published to the registry more recently than 62% of the other 2984 servers in this category
  • Basic checks equal to or better than 100% of the other 2984 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Benchline safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.1) reached the registry 19 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

An MCP server retrieving transcripts of YouTube videos

Runs on your computer★ 495MITUpdated 10 days ago
Install

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

Runs on your computer★ 244MITUpdated 10 days ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Benchline

Benchline is a free directory of browser tools for the small, exact jobs around shipping software: JSON, PDFs, images, tokens, headers, and the files a crawler can cite. Each tool is a pure function with a page on the site and the same function on a stateless MCP server. Tool inputs stay on the device unless a tool's job is to read a public URL. When Postgres is configured, the site can store anonymous usage counts; see Privacy.

Live: https://benchline.fabwaseem.com

Screenshots

The directory is the home page. The JSON formatter is one tool page (/t/json-formatter).

Features

  • A searchable directory, with categories, tags, and a command palette on ⌘K. Filtering runs in the browser.
  • One folder per tool: metadata, a client page, and pure lib/ covered by vitest.
  • A stateless Streamable HTTP MCP server at /mcp. No API key and no session.
  • The same functions over HTTP at POST /api/v1/tools/ , with an OpenAPI document at /openapi.json.
  • /llms.txt and /llms-full.txt, generated from the registry.
  • Light and dark themes. Corner radii stay on the small token scale.

Tools

Every tool, in toolOrder. Run pnpm gen:readme-tools after adding one.

Developer

Build files, schedules, and the small programs a deploy depends on.

Cron. Build a cron expression and read the next runs.

Next.js. Production files for shipping a Next.js app in a container.

Fixtures. Placeholder copy and seeded rows for a schema.

  • Lorem ipsum — Placeholder copy, or fake rows as JSON, CSV, and SQL, from a seed.

Regex. Test a JavaScript regular expression against a sample.

  • Regex tester — Test a JavaScript pattern, read the groups, and preview a replacement.

Code. Minify and convert source code.

  • Code Minifier — Minify JavaScript, CSS, and HTML with byte-level savings.
Data & Formats

JSON, tables, and the encodings that move data between systems.

JSON. Format JSON and convert it to YAML.

  • JSON formatter — Pretty-print, minify, and validate JSON, with the exact line and column when it fails.
  • JSON YAML converter — Convert JSON, YAML, TOML, and XML in the browser, and keep the line number when a document fails.
  • JSON Schema — Infer a schema from JSON, validate against one, and export TypeScript and Zod.
  • JSONPath tester — Query JSON with JSONPath Plus and inspect every match.
  • JSON to Types — Paste JSON, get TypeScript, Zod, Pydantic, dataclass, and Go types.

Tables. Turn CSV into JSON and JSON into rows.

  • CSV JSON converter — Convert CSV to JSON and JSON back to CSV, with a delimiter and a header row you choose.

Encoding. Base64 and the bytes a string is hiding.

  • Base64 codec — Encode and decode Base64 for text or a file, including the URL-safe alphabet.
  • Programmer calculator — Base conversions, bitwise ops, and a clickable bit grid.
  • ZIP Tools — Create ZIP archives and extract them, entirely in your browser.

Markup. Markdown and HTML, converted in either direction.

  • Markdown HTML — Convert Markdown to HTML, or HTML back to Markdown, with a live preview.

SQL. Format a query without running it.

  • SQL formatter — Format SQL for PostgreSQL, MySQL, BigQuery, Snowflake, and other dialects.
SEO & AI Search

Markup, crawlers, and the files an AI search engine can cite.

AI search. Files and checks that decide what an AI crawler can fetch, cite, and skip.

  • llms.txt generator — Read a public sitemap and write an llms.txt index, plus an optional llms-full.txt.
  • AI SEO checker — Score crawler access, llms.txt, structured data, and the on-page signals AI search uses.
  • robots.txt checker — Read allow and disallow rules, sitemap links, and the mistakes that make a robots.txt file lie.
  • Page to Markdown — Fetch a public page and turn the article into Markdown.

SEO. Structured data and the markup a crawler can quote without guessing.

AI dev. Token counts and the cost of a prompt before you send it.

  • AI token counter — Count tokens and estimate the API cost of a prompt for GPT, Claude, and Gemini models.

Social previews. Open Graph cards, meta tags, and the picture a shared link unfurls into.

  • OG image generator — Pick a template, watch the card update, then download the PNG or copy the Next.js file.
  • OG template list — Browse Open Graph template ids, fields, and color presets.
  • Meta tags inspector — Read title, description, canonical, robots, Open Graph, Twitter, and JSON-LD types from one public URL.
  • Social Image Resizer — Fit any photo to the exact dimensions for Instagram, YouTube, X, LinkedIn, and Facebook — cropped to the subject you pick.
  • Meme Generator — Classic top/bottom caption memes from styles or your own images.
Image & Media

Convert, compress, and resize pictures in the browser. The file stays on the device.

Image. Convert, compress, and resize pictures in the browser. The file stays on the device.

  • Image format converter — Convert HEIC, WebP, PNG, JPG, and AVIF in the browser. Nothing is uploaded.
  • Image compressor — Shrink JPEG, PNG, WebP, and AVIF in the browser, with the real before and after size.
  • Image resizer — Resize by pixels or percent, with the aspect ratio locked and a batch ZIP.
  • QR and barcode reader — Read QR codes and barcodes from a photo, a paste, or the camera.
  • SVG optimizer — Minify an SVG, compare the size, and keep the viewBox unless you turn that off.
  • EXIF viewer and remover — Read photo metadata, including GPS, and strip all of it or only the location.
  • Image cropper — Crop with a free box or an aspect preset, including a circle.
  • Image to text — Read the words in a picture. The OCR model downloads once and runs in this browser.
  • Background remover — Cut out a portrait in the browser, or clear a solid backdrop without a download.
  • Photo Collage — Arrange photos into grid layouts and export high-res PNGs.

Audio. Trim and shape sound in the browser. The file stays on the device.

  • Audio Trimmer — Cut a section out of an audio file. See the waveform, drag the trim region, add fades, and export WAV.
PDF & Documents

Merge, split, compress, and build PDFs in the browser. The files stay on this device.

  • Merge PDF — Combine PDFs in the browser. Reorder them, keep a page range from each file, and download one document.
  • Split PDF — Extract a page range, or split a PDF into single pages or chunks, then download a PDF or a ZIP.
  • Compress PDF — Shrink a PDF in the browser. Pick a preset or a target size and compare the file before and after.
  • Image to PDF — Turn JPG, PNG, and WebP images into one PDF. Set the page size, orientation, margin, and order.
  • PDF to Text — Read the selectable text of a PDF, with a markdown heading when the type is larger.
  • Rotate PDF — Reorder, rotate, or drop pages, then download the PDF.
  • PDF to Image — Render PDF pages to PNG or JPEG, then download one image or a ZIP.
  • Protect PDF — Add an AES password, or unlock a PDF when you already know the password.
  • Resume Builder — Build a polished resume in the browser: profile, experience, education, and skills, exported as a clean PDF.
  • PDF Signature — Sign a PDF in the browser. Draw or type your signature, place it on any page, and download the signed file.
  • PDF Form Filler — Fill interactive PDF forms in the browser and export.
Security & Crypto

Tokens, hashes, passwords, and the bi

Only the beginning is shown; read the rest in the repo

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