Toffu

ai.toffuPublished by toffu.aiOfficial publisherv1.0.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Hosted AI marketing platform MCP server that lets an assistant run ad campaigns, pull analytics, create content and produce reports.

What you can do
  • Delegate marketing tasks in plain language and collect long-running results
  • Query campaign performance across connected ad platforms and view Meta Ads creative reports
  • Stage, apply and undo campaign changes, and propose Meta A/B tests
  • Read account context (owner rules, connected accounts) and account health such as opportunity score, pixel quality and catalogs
When to use it
Useful when an assistant should operate a marketing account end to end — checking ad performance, drafting and staging campaign changes, or running reports — rather than only advising. Best for teams already running Google, Meta or LinkedIn ads who want an agent to act on them.
Requirements
Remote streamable HTTP endpoint at mcp.toffu.ai; no local package. Needs a Toffu account and an API key sent as a Bearer token in the Authorization header, or OAuth 2.1 with PKCE and dynamic client registration. Ad accounts must be connected to the account. A CLI path via npx is also offered.
Before you install
The server can create accounts and issue keys without human involvement, and the key grants access to the marketing account. Tools can apply and undo changes to live ad campaigns and stage A/B tests, so writes affect real ad spend. Review staged changes before applying them and keep the API key secret.

Installation

In SourceWeft

  1. Open Toffu in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.toffu%2Ftoffu/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

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

README

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.

Onboard with no human

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

bash
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:

bash
claude mcp add --transport http toffu https://mcp.toffu.ai/mcp \  --header "Authorization: Bearer <api_key>"

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

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

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 "<task>". 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

License

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

Source: README.md at commit f79b220

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.