Leaderboard/MCP Server for Singapore Government Open Data
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

MCP Server for Singapore Government Open Data

smithery.ai/aniruddha-adhikary/gahmen-mcp↗

Provide seamless access to open datasets and collections from data.gov.sg. Enable searching, metadata retrieval, and filtered dataset downloads for analysis.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
311.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 98ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 311ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success98.8msPass
May 16, 2026success303msPass
May 13, 2026success311.5msPass
May 13, 2026success115.9msPass
May 12, 2026success173.4msPass
May 11, 2026success121.7msPass
May 9, 2026success383.3msPass
May 7, 2026success225.2msPass
May 7, 2026success777msPass
May 7, 2026success242.7msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026