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

io.github.cyanheads/gbif-biodiversity-mcp-server

github.com/cyanheads/gbif-biodiversity-mcp-server↗|v0.2.0

Search GBIF species taxonomy, occurrence records, datasets, and publishers.

45/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
91.7%
P95 Latency
105.3ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 91ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 105ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 91.7%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success91.8msPartial
Jun 5, 2026success93msPartial
Jun 5, 2026success105.3msPartial
Jun 4, 2026success98.5msPartial
Jun 3, 2026success83.7msPartial
May 30, 2026success94.6msPartial
May 29, 2026success86.3msPartial
May 29, 2026success105msPartial
May 27, 2026success256.2msPartial
May 27, 2026success824.2msPartial
Source Registries
mcp-registry
First Seen
May 25, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026