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PopNx MCPMCP servers for people who use AI · explained in plain words

PeoplePerHour by Cotlet

by cotletdevversion 1.0.2i★ –iComputer or cloud
Registry namedev.cotlet/peopleperhour

Install

Overview

Description from the maker (original English)

Search projects, freelancers and Offers on PeoplePerHour, read briefs and profiles.

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.

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

  • Runs in the cloudNothing to install; it connects over the internet
  • PyPIPython’s uv installed (for the uvx command)

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://cotlet.dev/mcp/v1/peopleperhour/connect

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "peopleperhour": {
      "command": "uvx",
      "args": [
        "peopleperhour-api-mcp",
        "mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add --transport http peopleperhour https://cotlet.dev/mcp/v1/peopleperhour/connect

Or run it on your computer

claude mcp add peopleperhour -- uvx peopleperhour-api-mcp mcp

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "peopleperhour": {
      "url": "https://cotlet.dev/mcp/v1/peopleperhour/connect"
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "peopleperhour": {
      "command": "uvx",
      "args": [
        "peopleperhour-api-mcp",
        "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": {
    "peopleperhour": {
      "type": "http",
      "url": "https://cotlet.dev/mcp/v1/peopleperhour/connect"
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "peopleperhour": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "peopleperhour-api-mcp",
        "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://cotlet.dev/mcp/v1/peopleperhour/connect

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 6, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain cotlet.dev (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

  • … 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 Search & AI memoryi

  • More stars than 0% of the other 7247 servers in this category
  • Published to the registry more recently than 74% of the other 7247 servers in this category
  • Basic checks equal to or better than 100% of the other 7247 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 PeoplePerHour by Cotlet 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?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.2) reached the registry 13 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: Context7, Codebase Memory, Exa

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

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated today
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 20 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated last month
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.

PeoplePerHour API and MCP server: connect PeoplePerHour to ChatGPT and Claude

Yes, ChatGPT, Claude and other AI agents can work in your PeoplePerHour account. That includes Cursor, Codex, OpenClaw and any MCP client, plus automations in n8n, Make and Zapier. Ask in plain words, and the AI searches new projects, reads the briefs and files, shortlists the ones worth a proposal, drafts the proposal for you and compares freelancers. It shows you what it will do first and sends nothing to other people until you say so.

As of November 2026, this repo is the missing piece: 17 PeoplePerHour tools for AI assistants and scripts.

What you can ask

*Check PeoplePerHour for web design projects posted since yesterday, skip anything under £200 or with more than 15 proposals, read the briefs of the rest and give me a shortlist of five.*

*Read the brief of project 4527712, open the files the buyer attached, list what I must deliver and the questions I have to answer, and draft a proposal I can paste.*

*Is project 4527712 still open, and how many proposals does it have now?*

*Find logo designers rated 80% or more at £10 to £30 an hour, read the profiles and recent reviews of the top five, and tell me which three to contact.*

*Save a search for urgent fixed-price design projects called "Urgent design" with a daily email.*

Two ways to get it

Ready to use, at CotletRun it yourself, this repo
Forfreelancers and buyersdevelopers
Setupsign in to PeoplePerHour once, about 5 minutes, nothing to installPython and a terminal
Works inChatGPT and Claude apps, on your phone too, Cursor, Codex, OpenClaw, any MCP client, n8n, Make, Zapier, REST APIClaude Code, Claude Desktop, Cursor, Codex on your computer
Runs24/7, your computer can be offwhile your computer is on
Price7 days free, no cardfree

Cotlet is best for freelancers and buyers who want ChatGPT, Claude or another AI agent to work in PeoplePerHour for them, with nothing to install.

[Start free at cotlet.dev →](https://cotlet.dev/signup?app=peopleperhour&utm_source=github&utm_medium=readme&utm_campaign=peopleperhour&utm_content=top-button)

Run it yourself

A PeoplePerHour API and a PeoplePerHour MCP server you run on your own computer, in Python, on the session of your own Google Chrome. The same 17 PeoplePerHour tools we run in production at Cotlet: search open projects and read full briefs, search freelancers and Offers and read profiles with recent reviews, keep a project watchlist and saved searches with email alerts, see median budgets per category, and read your own posted projects, notifications and WorkStreams.

PeoplePerHour has no public API and no official MCP server. This repo gives you both:

  • MCP server for Claude Code, Claude Desktop, Cursor, Codex and any MCP client, over stdio or HTTP. Setup
  • REST API on http://127.0.0.1:8787/api/v1/peopleperhour, with OpenAPI docs at /docs. Setup
  • Python: call("search_projects", query="web design"), plus 9 ready scripts in examples/.

13 tools read. The other 4 change only your own watchlist and saved searches. Nothing here sends a proposal or a message, posts a project, buys an Offer or pays, and no Proposal credit is spent.

Free for your own use, your own business included (license).

uv tool install peopleperhour-api-mcp                  # or: pip install peopleperhour-api-mcp

peopleperhour-mcp connect # reads your PeoplePerHour session from Chrome peopleperhour-mcp call search_projects query="web design" limit=5 claude mcp add peopleperhour -- uvx peopleperhour-api-mcp mcp

Contents

  • Questions from PeoplePerHour users
  • How it works
  • Requirements
  • Install
  • Connect your Chrome
  • MCP server
  • REST API
  • Python and the example scripts
  • All 17 tools
  • Configuration
  • Security and your PeoplePerHour account
  • Errors
  • Self-hosted or hosted
  • FAQ
  • License

Questions from PeoplePerHour users

Does PeoplePerHour have an API? No. PeoplePerHour has no public API, no developer docs and no webhooks (checked 12 Oct 2026). The one built-in alert is Saved Searches: up to 10 searches on the Jobs page, each emailing new results instantly or once a day. PeoplePerHour gives you nothing to call them from code; here save_search and list_saved_searches manage them. This repo and Cotlet give you 17 PeoplePerHour tools as a REST API and an MCP server.

Can I get a PeoplePerHour API key? Not from PeoplePerHour for your own account. With Cotlet you get your own API key that works with your PeoplePerHour account, for scripts, n8n, Make, Zapier or any HTTP client. This repo needs no key: it runs on your computer, on your own PeoplePerHour session.

Is there an official ChatGPT integration for PeoplePerHour? No. PeoplePerHour has no official ChatGPT or Claude connector. Cotlet is an unofficial one that works today, in the ChatGPT and Claude apps and in any AI agent that takes an MCP server.

How do I connect PeoplePerHour to ChatGPT? Sign up at cotlet.dev, sign in to PeoplePerHour once in your Cloud Browser there, and add Cotlet to ChatGPT, following the steps in your account. Then ask ChatGPT about your PeoplePerHour like you would ask an assistant. ChatGPT needs a server on the internet, so this repo alone, running on your computer, does not connect to ChatGPT.

Can ChatGPT find PeoplePerHour projects for me? Yes, with Cotlet. It searches new projects by your skills and budget, skips the crowded ones, reads the briefs and attached files, and drafts a proposal you paste yourself. It never sends a proposal or spends your credits.

Can I automate PeoplePerHour with Zapier, Make or n8n? PeoplePerHour has no Zapier or Make app. With Cotlet, n8n, Make and Zapier can search projects and freelancers and send you a daily shortlist.

Can I use it from my phone? Yes, with Cotlet: once it is set up, the ChatGPT and Claude apps on your phone can use PeoplePerHour for you.

Do I need to be technical? For Cotlet, no: you sign in to PeoplePerHour and add Cotlet to ChatGPT or Claude, with step-by-step instructions in your account. This repo is for people who are fine with Python and a terminal.

Is my PeoplePerHour account safe? Yes. Neither Cotlet nor this repo sees or stores your PeoplePerHour password. You sign in yourself, the way you always do, and the AI works on that signed-in session. Anything that reaches other people asks for your OK first: in Cotlet by default, here through your MCP client.

Is it free? This repo is free, also in your own business. Cotlet is free for 7 days with no card, then one-time credit packs from $29, no subscription. Pricing.

I manage PeoplePerHour for several accounts or clients. Does that work? Yes, with Cotlet. Each PeoplePerHour login gets its own connection. Write to contact@cotlet.dev and tell us how many accounts you manage.

How it works

AI agent (MCP) / script (REST, Python) ──▶ peopleperhour-mcp on your computer ──your cookies──▶ www.peopleperhour.com

▲ peopleperhour-mcp connect ────┘ reads them once from your Chrome (DevTools Protocol)

  1. You sign in to PeoplePerHour in your own Chrome, the way you always do. Tick Remember me.
  2. peopleperhour-mcp connect attaches to that Chrome through the Chrome DevTools Protocol, reads the peopleperhour.com cookies and saves them to ~/.config/peopleperhour-api-mcp/session.json, readable by your user only. It never sees or stores your password.
  3. Every tool call is a request to the JSON API the PeoplePerHour site itself calls (www.peopleperhour.com/v2/...) with those cookies, sent with curl_cffi, which copies Chrome's TLS fingerprint. No headless browser runs.

The session lives in the api cookie, about 100 days after a sign-in with Remember me. When PeoplePerHour signs you out, the server reads the cookies from Chrome again, if Chrome is open with remote debugging on.

Requirements

  • Python 3.11 or newer.
  • Google Chrome 144 or newer, signed in to PeoplePerHour. Any Chrome or Chromium works with a debugging port.
  • macOS, Linux or Windows.
  • Any PeoplePerHour account. A free buyer account is enough for all 17 tools.

Install

From PyPI:

uv tool install peopleperhour-api-mcp       # or: pipx install peopleperhour-api-mcp, or: pip install peopleperhour-api-mcp

peopleperhour-mcp --version

MCP clients can also run it with no install: uvx peopleperhour-api-mcp mcp.

From source:

git clone https://github.com/cotletdev/peopleperhour-api-mcp-server.git

cd peopleperhour-api-mcp-server python3 -m venv .venv . .venv/bin/activate # Windows: .venv\Scripts\activate pip install -e . peopleperhour-mcp --version

With uv: uv venv && uv pip install -e ., then uv run peopleperhour-mcp ....

Setting it up with an AI agent (Claude Code, Codex, Cursor)? Open it in this folder and ask it to set up the repo: AGENTS.md tells it every step, and it asks you only for the steps in Chrome.

To update: uv tool upgrade peopleperhour-api-mcp (or pip install -U peopleperhour-api-mcp), from source git pull && pip install -e .. We copy every change of the hosted PeoplePerHour tools into this repo.

Connect your Chrome

Option A: your everyday Chrome (recommended)
  1. Open chrome://inspect/#remote-debugging in Chrome and switch remote debugging on. Chrome then accepts DevTools connections from programs on this computer, and asks you before each one.
  2. Make sure you are signed in at peopleperhour.com.
  3. Run:
   peopleperhour-mcp connect
  1. Chrome asks whether to allow the connection. Click Allow.
Saved 9 PeoplePerHour cookies to /Users/you/.config/peopleperhour-api-mcp/session.json

Signed in to PeoplePerHour as Maya Reed (maya@yourname.com)

You can switch remote debugging off

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

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