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
359.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 359ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 359ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success359.6msPass
Jun 30, 2026success143.6msPass
Jun 27, 2026success140.3msPass
Jun 25, 2026success139.5msPass
Jun 24, 2026success210.1msPass
Jun 17, 2026success1036.3msPass
Jun 16, 2026success323.1msPass
Jun 16, 2026success373msPass
Jun 15, 2026success201.4msPass
Jun 12, 2026success374.8msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Jul 4, 2026
Last Probed
Jul 3, 2026