Leaderboard/io.github.atmflow55/datafood-mcp
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.atmflow55/datafood-mcp

toughlovesec.win/agent-mesh↗|v6.0.1

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

92/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance32/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
942.2ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 623ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 942ms, task completion: 100%
Skills
datafood_query

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

datafood_bundle

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.

datafood_portfolio_ask

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

datafood_watch_session

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

Tools
4 tools verified via live probe
verified Jun 12
Server: datafoodVersion: 6.0.0Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success623.7msPass
Jun 11, 2026success942.2msPass
Jun 11, 2026success586.8msPass
Jun 10, 2026success611msPass
Jun 9, 2026success530.8msPass
Jun 5, 2026success925.3msPass
Jun 5, 2026success877.1msPass
Jun 4, 2026success826msPass
Jun 3, 2026success568.2msPass
May 30, 2026success778.9msPass
Source Registries
mcp-registry
First Seen
May 2, 2026
Last Seen
Jun 11, 2026
Last Probed
Jun 12, 2026