Patchwell

Name: Patchwell
Author: aidan-mccollum

by aidan-mccollumversion 1.1.0i★ –iRuns in the cloud

Registry nameio.patchwell/patchwell

Install

Overview

Description from the maker (original English)

Cited web research, transcription with word timestamps, and CSV/Excel cleaning with a change log.

PopNx MCP’s three pillars

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

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi2 of 3 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

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: Docs, sheets & office work
You need to fill in: Authorization

Install

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

Before you install

Basic checks: 2 of 3 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

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

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Run this in your terminal

claude mcp add --transport http patchwell https://patchwell.io/mcp/ --header 'Authorization: your-value'

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "patchwell": {
      "url": "https://patchwell.io/mcp/",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

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": {
    "patchwell": {
      "type": "http",
      "url": "https://patchwell.io/mcp/",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

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.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

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

Values you fill in

Authorization secret required HTTP header
Bearer . Free $1 key: POST https://patchwell.io/v1/credits/trial

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

What it can do

The server asks you to sign in before it lists its tools.

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 against the domain patchwell.io (the registry checks domain ownership)
… 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
✓ Pass
Endpoint responds
Responded in 531 ms (HTTP 401)
! Caution
Sign-in with OAuth
Needs a key or token that you copy and paste yourself
… 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 Docs, sheets & office worki

More stars than 0% of the other 3532 servers in this category
Published to the registry more recently than 96% of the other 3532 servers in this category
Basic checks equal to or better than 38% of the other 3532 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 Patchwell safe?

It passed 2 of 3 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?

You need to fill in: Authorization

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 (1.1.0) reached the registry today.

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: Agent-Native Calendar, Excel MCP Server, MCP Server for Excel

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

Agent-Native Calendar

by BuilderIO

Agent-Native Google Calendar - manage events, sync, and public booking

Runs in the cloud★ 7,620MITUpdated 2 months ago

Install

Excel MCP Server

by haris-musa

Lets AI create and edit Excel files itself, including formulas, charts and PivotTables, without Excel installed.

Runs on your computer★ 4,276MITUpdated 7 days ago

Install

MCP Server for Excel

by sbroenne

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

Runs on your computer★ 847MITUpdated 4 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.

Patchwell

Cited web research, transcription with word timestamps, and spreadsheet cleaning with a change log, for AI agents.

Remote MCP server and plain HTTP API. Pay per call, no subscription.

patchwell.io · Quickstart · API reference · MCP Registry

Tools

Tool	What it returns	Price
`research`	An answer where each sentence cites the page it came from, what the sources couldn't confirm, and a confidence grade. Topics, markets, products, companies, regulations, published research. Won't look up private people.	$0.15 per answered question. Declined or unanswered: free
`transcribe`	Text, word-level start/end times and confidence, sentence segments, SRT and VTT. Audio or video URLs up to 3 hours. When Whisper invents a phrase or loops on a line, you get a flag with the original text and timestamps.	$0.008 per audio minute
`clean_data`	Clean rows from a CSV, Excel or JSON file, plus a log of every changed value, a review list, detected column types, a JSON Schema and a reusable recipe.	$2 per 1,000 rows
`get_job_result`	The result of a long job (anything over about 100 seconds returns a `job_id`).	Free

Measured on real files: a 44-minute interview took 49 seconds to transcribe. A messy 352-row customer file took 2.2 seconds to clean, with 45 duplicates merged and 1,435 values fixed, each one logged. A research question takes about a minute.

Get a key

Free $1 key, no card, one per email:

curl -X POST https://patchwell.io/v1/credits/trial \

-H "Content-Type: application/json" -d '{"email": "you@example.com"}'

Or buy credit at patchwell.io. Keys look like pw_live_....

Connect

Claude Code

claude mcp add --transport http patchwell https://patchwell.io/mcp/ --header "Authorization: Bearer YOUR_KEY"

Cursor, Windsurf and other clients that take JSON config

"mcpServers": { "patchwell": { "type": "http", "url": "https://patchwell.io/mcp/", "headers": { "Authorization": "Bearer YOUR_KEY" } } } }

Claude Desktop (through the mcp-remote bridge)

"mcpServers": { "patchwell": { "command": "npx", "args": ["-y", "mcp-remote", "https://patchwell.io/mcp/", "--header", "Authorization: Bearer YOUR_KEY"] } } }

Plain HTTP

curl https://patchwell.io/v1/research \

-H "Authorization: Bearer $PATCHWELL_KEY" -H "Content-Type: application/json" \ -d '{"ask": "What does Stripe charge for online card payments in the US?"}'

What a research answer looks like

Real output, shortened:

"answer": "Stripe charges 2.9% + 30 cents for standard online domestic card payments in the US https://www.swipesum.com/insights/guide-to-stripe-fees-rates-for-2025. PayPal's standard merchant fee is 3.49% + 49¢ per online transaction [https://merchantinsiders.com/blogs/paypal-fees/]. ...", "confidence": "medium", "gaps": ["2 claims left out because the sources found did not clearly support them."], "billing": { "price": 0.15 } }

Before you see the answer, a separate step compares each claim with the text of the page it cites. It drops the claims that page doesn't support and counts them in gaps.

Also on Apify

The same tools run as Apify Actors, billed through your Apify account: research · transcribe · clean data

Privacy and limits

Patchwell processes audio and files in temporary containers and discards them. It keeps no copies.
Patchwell keeps research questions for 30 days, with contact details removed, to improve accuracy. Switch that off per key at patchwell.io/privacy, or per request with the header X-Patchwell-Retain: off.
Research declines questions about private individuals (addresses, phone numbers, relatives, profiles). If a key keeps asking, Patchwell pauses it.
The tools refuse URLs that point at private or internal network addresses.

About this repository

This repo holds the MCP Registry entry (server.json) and these docs. The service runs at patchwell.io.

Questions: patchwell.support@gmail.com

Patchwell

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Docs, sheets & office worki

Common questions

Alternatives

Agent-Native Calendar

Excel MCP Server

MCP Server for Excel

README from the maker

Tools

Get a key

Connect

What a research answer looks like

Also on Apify

Privacy and limits

About this repository