Toffu MCP server
online · 100% uptimeai.toffu/toffu·v1.0.0AI marketing platform your agent runs end to end: ads, analytics, content, and reports.
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If you have run it, two minutes of your experience saves the next person an afternoon.
Toffu tools
Tool list not cached yet. `describe` through the gateway fetches it live.
Public scan report
scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 137ms (auth required)20/20
- –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
- Auth qualityOAuth resource metadata advertised on 40115/15
- Maintenancelast push 65 days ago12/15
- Maintainer identitynamespace and repository owner differ; GitHub account older than a year6/10
How Toffu compares
Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 88/100
- higher than 80% of 4,460 AI and agents servers
- Uptime
- 100%
- of our recent checks; the typical remote AI and agents server answers 100%
- Response time
- 262 ms
- faster than 54% of 2,331 AI and agents servers
Install Toffu in Claude Code, Cursor or VS Code
claude mcp add --transport http toffu https://mcp.toffu.ai/mcp
What the publisher says
From the Toffu repository's README, as published. We do not edit it. Read it on GitHub
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 apikey and companyid. 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 <api_key>"Generic client config (Claude Desktop, Cursor, etc.):
{
"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
- querycampaignperformance: performance across connected ad platforms
- creative_report: Meta Ads creative performance
- proposechange / applychange / 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.
Nothing above is checked by us. What we check is on the safety report.
Toffu: common questions
- Is Toffu MCP server safe?
- Yes, by our scan: it is graded A (88/100). Read the Toffu safety report
- How do I install Toffu?
- It runs remotely at mcp.toffu.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Toffu need an API key?
- No key to paste: it signs you in with OAuth when your client connects.
- Is Toffu maintained?
- The last commit was 105 days ago (2026-07-22). The latest release is v1.0.0.
- Is Toffu up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Toffu?
- Servers from other publishers that do the same job: Agent-Native Analytics MCP server, IWE (iwe.md) MCP server and Orcareplay MCP server.
- How does Toffu compare with other AI and agents MCP servers?
- safety score 88/100 (higher than 80% of 4,460 AI and agents servers); uptime 100% (of our recent checks; the typical remote AI and agents server answers 100%); response time 262 ms (faster than 54% of 2,331 AI and agents servers). Full comparison.
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