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

Pubchem

PubChem MCP — NIH chemistry compound database (no auth)

94/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance34/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
48.4ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 21ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 48ms, task completion: 100%
Tools
34 tools verified via live probe
verified 1d ago
Server: pipeworx-gatewayVersion: 0.1.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Jun 27, 2026success21.2msPass
Jun 25, 2026success35.4msPass
Jun 24, 2026success48.4msPass
Jun 17, 2026success33.6msPass
Jun 16, 2026success61.2msPass
Jun 16, 2026success39.6msPass
Jun 15, 2026success538.7msPass
Jun 12, 2026success44.2msPass
Jun 11, 2026success68.9msPass
Jun 11, 2026success50.7msPass
Source Registries
mcp-registry
First Seen
May 12, 2026
Last Seen
Jun 28, 2026
Last Probed
Jun 27, 2026