# io.github.atmflow55/datafood-mcp (remote · toughlovesec.win)

DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bundles save ~92%.

- Trust score: 64/100 (medium)
- Change this week: +1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `toughlovesec.win`: 64/100 (this document), [markdown](https://verifymcp.io/servers/atmflow55-datafood-mcp/toughlovesec.md), [page](https://verifymcp.io/servers/atmflow55-datafood-mcp/toughlovesec)

## Channel facts

- Endpoint: `https://toughlovesec.win/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `6.0.2`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 4 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 75/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 445 tokens (~44/item across 10 items; 4 tools + 6 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 93/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 78% of tool parameters carry a description.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http atmflow55-datafood-mcp https://toughlovesec.win/mcp
```

### Codex

```toml
[mcp_servers.atmflow55-datafood-mcp]
url = "https://toughlovesec.win/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "atmflow55-datafood-mcp": {
      "type": "remote",
      "url": "https://toughlovesec.win/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add atmflow55-datafood-mcp --url https://toughlovesec.win/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  atmflow55-datafood-mcp:
    url: "https://toughlovesec.win/mcp"
```

### Other

```json
{
  "mcpServers": {
    "atmflow55-datafood-mcp": {
      "type": "http",
      "url": "https://toughlovesec.win/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 63, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 63, −1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 63, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 62)

First indexed and scored.

## MCP tools (4)

### `datafood_query` (~81 tokens)

Fetch a single data type from DataFood. Free 1-row preview, no auth required. Use datafood_bundle for 3+ queries (cheaper).

Input parameters:

- `q` (string): Query string. See /api/v1/catalog for per-type examples.
- `type` (string, required): One of 42 supported data types (DATAFOOD_CATALOG)

### `datafood_bundle` (~102 tokens)

Bundle 1-20 cross-niche queries in one call. Saves 50-92% vs. per-API. Free preview accepts up to 5; paid via Stripe session_id or x402 X-Payment header.

Input parameters:

- `free` (boolean): If true, return free 1-row preview (capped at 5 queries)
- `queries` (array, required)
- `session_id` (string): Optional Stripe checkout session_id for paid full results

### `datafood_portfolio_ask` (~64 tokens)

Natural-language Q&A on a Plaid-linked portfolio (read-only). Requires user_id of a previously-synced portfolio.

Input parameters:

- `question` (string, required): e.g. 'Am I overexposed to tech?'
- `user_id` (string, required)

### `datafood_watch_session` (~60 tokens)

Open a watchable agent session — returns session_id and a public /watch/{id} URL for live observation. Free.

Input parameters:

- `agent_id` (string): Optional human-readable agent identifier
- `intent` (string): Optional one-line intent string

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/atmflow55-datafood-mcp/toughlovesec#diagnostics

## Score history

- 2026-08-03: 64
- 2026-08-02: 64
- 2026-08-01: 63
- 2026-07-31: 63
- 2026-07-30: 63
- 2026-07-29: 64
- 2026-07-28: 63
- 2026-07-27: 63
- 2026-07-26: 62

## Links

- Remote endpoint: https://toughlovesec.win/mcp
- Repository: https://github.com/atmflow55/datafood-mcp
- Website: https://toughlovesec.win/agent-mesh
- Changelog RSS feed: https://verifymcp.io/servers/atmflow55-datafood-mcp/toughlovesec/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/atmflow55-datafood-mcp/toughlovesec/changelog.json
- HTML version of this page: https://verifymcp.io/servers/atmflow55-datafood-mcp/toughlovesec