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Toffu

by toffu-aiversion 1.0.0i★ –iRuns in the cloud
Registry nameai.toffu/toffu

Install

Overview

Description from the maker (original English)

AI marketing platform your agent runs end to end: ads, analytics, content, and reports.

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://mcp.toffu.ai/mcp

Run this in your terminal

claude mcp add --transport http toffu https://mcp.toffu.ai/mcp

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "toffu": {
      "url": "https://mcp.toffu.ai/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": {
    "toffu": {
      "type": "http",
      "url": "https://mcp.toffu.ai/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://mcp.toffu.ai/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 6, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain toffu.ai (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 Marketing & social mediai

  • More stars than 0% of the other 2965 servers in this category
  • Published to the registry more recently than 20% of the other 2965 servers in this category
  • Basic checks equal to or better than 100% of the other 2965 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 Toffu 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 (1.0.0) reached the registry 4 months 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 9 days ago
Install

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

Runs on your computer★ 244MITUpdated 9 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.

Toffu MCP Server

Toffu is a full AI marketing platform your agent can run end to end: ad accounts (Google, Meta, LinkedIn), analytics, content, campaigns, and reports. This repo describes Toffu's hosted MCP server and how an agent connects to it.

  • Hosted endpoint: https://mcp.toffu.ai/mcp (streamable HTTP)
  • Human guide: https://toffu.ai/agents
  • Machine docs: https://toffu.ai/llms.txt

Onboard with no human

An agent can create an account and get a key in a single call, no email required:

curl -X POST https://mcp.toffu.ai/agent/signup \

-H 'content-type: application/json' \ -d '{"company_name": "Acme"}'

The response includes api_key and company_id. Pass a real email to make the account claimable by a human later.

Connect

Add Toffu as an MCP server in your client with the key as a Bearer token, then reload the client so its tools load. Do not hand-roll JSON-RPC.

Claude Code:

claude mcp add --transport http toffu https://mcp.toffu.ai/mcp \

--header "Authorization: Bearer "

Generic client config (Claude Desktop, Cursor, etc.):

{

"mcpServers": { "toffu": { "type": "streamable-http", "url": "https://mcp.toffu.ai/mcp", "headers": { "Authorization": "Bearer " } } } }

Toffu also supports OAuth 2.1 + PKCE with Dynamic Client Registration for clients that prefer a consent flow.

CLI

For local agents and terminals: npx toffu signup, then npx toffu ask " ". See cli/.

Tools

  • send_message: delegate any marketing task in plain language
  • query_campaign_performance: performance across connected ad platforms
  • creative_report: Meta Ads creative performance
  • propose_change / apply_change / undo_change: staged campaign changes
  • get_account_context: the owner's rules and connected accounts (call first)
  • account_health: Meta opportunity score, pixel quality, catalogs
  • propose_ab_test: stage a Meta A/B test
  • get_task_result: collect a long send_message answer

Discovery

  • Capability doc: https://toffu.ai/.well-known/toffu.json
  • llms.txt: https://toffu.ai/llms.txt

License

The contents of this repository are MIT-licensed. The Toffu service itself is proprietary; see https://toffu.ai/terms.

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