{
  "markdown": "# Toffu MCP Server\n\nToffu is a full AI marketing platform your agent can run end to end: ad accounts\n(Google, Meta, LinkedIn), analytics, content, campaigns, and reports. This repo\ndescribes Toffu's hosted MCP server and how an agent connects to it.\n\n- Hosted endpoint: `https://mcp.toffu.ai/mcp` (streamable HTTP)\n- Human guide: https://toffu.ai/agents\n- Machine docs: https://toffu.ai/llms.txt\n\n## Onboard with no human\n\nAn agent can create an account and get a key in a single call, no email\nrequired:\n\n```bash\ncurl -X POST https://mcp.toffu.ai/agent/signup \\\n  -H 'content-type: application/json' \\\n  -d '{\"company_name\": \"Acme\"}'\n```\n\nThe response includes `api_key` and `company_id`. Pass a real `email` to make\nthe account claimable by a human later.\n\n## Connect\n\nAdd Toffu as an MCP server in your client with the key as a Bearer token, then\nreload the client so its tools load. Do not hand-roll JSON-RPC.\n\nClaude Code:\n\n```bash\nclaude mcp add --transport http toffu https://mcp.toffu.ai/mcp \\\n  --header \"Authorization: Bearer <api_key>\"\n```\n\nGeneric client config (Claude Desktop, Cursor, etc.):\n\n```json\n{\n  \"mcpServers\": {\n    \"toffu\": {\n      \"type\": \"streamable-http\",\n      \"url\": \"https://mcp.toffu.ai/mcp\",\n      \"headers\": { \"Authorization\": \"Bearer <api_key>\" }\n    }\n  }\n}\n```\n\nToffu also supports OAuth 2.1 + PKCE with Dynamic Client Registration for\nclients that prefer a consent flow.\n\n## Tools\n\n- `send_message`: delegate any marketing task in plain language\n- `query_campaign_performance`: performance across connected ad platforms\n- `creative_report`: Meta Ads creative performance\n- `propose_change` / `apply_change` / `undo_change`: staged campaign changes\n- `fetch_memory`: search the company's marketing memory\n\n## Discovery\n\n- Capability doc: https://toffu.ai/.well-known/toffu.json\n- llms.txt: https://toffu.ai/llms.txt\n\n## License\n\nThe contents of this repository are MIT-licensed. The Toffu service itself is\nproprietary; see https://toffu.ai/terms.\n",
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