Leaderboard/EcomGraph
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

EcomGraph

**Independent Shopify app discovery for AI agents.** Search, compare, and pull metadata for 8,000+ ecommerce apps from the EcomGraph catalog. ## Tools - `search_apps` — full-text search with optional category filter - `get_app` — full app record (pricing, ratings, reviews, FAQ) - `list_categories` — 3-level taxonomy - `list_best_in_category` — top-ranked apps in a category - `compare_apps` — side-by-side comparison (2–5 apps) - `list_developer_apps` — all apps published by a developer Every response includes a `source_url` linking back to ecomgraph.com. No auth required. Free to use. Learn more at https://ecomgraph.com/mcp.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
344.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 75ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 344ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success75.6msPass
Jun 5, 2026success166.9msPass
Jun 5, 2026success204.2msPass
Jun 4, 2026success344.1msPass
Jun 3, 2026success270.5msPass
May 30, 2026success210.5msPass
May 29, 2026success350.3msPass
May 29, 2026success195.5msPass
Source Registries
smithery
First Seen
May 27, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026