MCP Server: ai.toffu/toffu

The MCP server for ai.toffu/toffu provides an end-to-end AI marketing platform through which an agent runs marketing workflows, including ads, analytics, content, and reports. It is described as a platform that covers the full cycle of marketing operations and outputs reporting.

🛠️ Key Features

Ads workflow support
Analytics workflow support
Content generation/workflow support
Reporting workflow support

🚀 Use Cases

Running marketing tasks end to end via an agent
Producing marketing reports from analytics
Managing ad operations alongside content and reporting

⚡ Developer Benefits

Clear scope across ads, analytics, content, and reports
Fits developer workflows that need a single marketing pipeline endpoint

⚠️ Limitations

No additional details provided on tools, interfaces, authentication, or deployment specifics.

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:

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.

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
fetch_memory: search the company's marketing memory

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.

ai.toffu/toffu