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

io.github.cyanheads/met-museum-mcp-server

github.com/cyanheads/met-museum-mcp-server↗|v0.1.2

MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-access images.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
235.3ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 121ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 235ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 14, 2026success121.9msPartial
Jul 12, 2026success235.3msPartial
Jul 8, 2026success92.9msPartial
Jul 8, 2026success94.3msPartial
Jul 3, 2026success104.4msPartial
Jun 30, 2026success127.6msPartial
Jun 27, 2026success85.4msPartial
Jun 25, 2026success133.6msPartial
Jun 24, 2026success68.6msPartial
Jun 17, 2026success85.8msPartial
Source Registries
mcp-registry
First Seen
Jun 2, 2026
Last Seen
Jul 17, 2026
Last Probed
Jul 14, 2026