Skip to content
verify mcp Beta VerifyMCP is currently in beta. If you notice any issues, email [email protected] and we’ll put it right.

io.github.atmflow55/datafood-mcp

REMOTE · TOUGHLOVESEC.WIN · SCANNED AUG 3

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

Available components

+1 this week 64 Trust /100
Trust breakdown (6 categories)

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. How we score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability75
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (fair).Partial
  • Tool/resource definitions use about 445 tokens (~44/item across 10 items; 4 tools + 6 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage93
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 78% of tool parameters carry a description.Partial
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · toughlovesec.win

# add to Claude Code
claude mcp add --transport http atmflow55-datafood-mcp https://toughlovesec.win/mcp
# ~/.codex/config.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
    }
  }
}
# add to OpenClaw
openclaw mcp add atmflow55-datafood-mcp --url https://toughlovesec.win/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  atmflow55-datafood-mcp:
    url: "https://toughlovesec.win/mcp"
// mcp.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 we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +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.

  • 31 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 −1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 +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.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 62

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://toughlovesec.win/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=toughlovesec.win CN=YE2,O=Let's Encrypt,C=US 14 Jun 2026 12 Sept 2026 ECDSA 256 ECDSA-SHA384 5fccd4916879ad79fc991355008f070547f
SANs: *.toughlovesec.win, toughlovesec.win
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of toughlovesec.win. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
win. present 29737 8 Verified
toughlovesec.win. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://toughlovesec.win/mcp Verified 200
http (plaintext) http://toughlovesec.win/mcp HTTPS enforced 301 https://toughlovesec.win/mcp
MCP tools — 4 exposed · ~307 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
datafood_bundle ~102

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.

NameTypeReqDescription
freebooleanIf true, return free 1-row preview (capped at 5 queries)
queriesarrayyes
session_idstringOptional Stripe checkout session_id for paid full results

No output schema declared.

No examples provided.

datafood_portfolio_ask ~64

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

NameTypeReqDescription
questionstringyese.g. 'Am I overexposed to tech?'
user_idstringyes

No output schema declared.

No examples provided.

datafood_query ~81

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

NameTypeReqDescription
qstringQuery string. See /api/v1/catalog for per-type examples.
typestringyesOne of 42 supported data types (DATAFOOD_CATALOG)

No output schema declared.

No examples provided.

datafood_watch_session ~60

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

NameTypeReqDescription
agent_idstringOptional human-readable agent identifier
intentstringOptional one-line intent string

No output schema declared.

No examples provided.