Leaderboard/io.github.xaviviro/opendata-cat
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.xaviviro/opendata-cat

Connect LLMs with 2,500+ open data datasets from Catalonia (Socrata, CKAN, REST).

92/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance32/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
623.6ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 479ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 623ms, task completion: 100%
Tools
8 tools verified via live probe
verified 6d ago
Server: opendata-catVersion: 0.4.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 8, 2026success479.7msPass
Jul 8, 2026success623.6msPass
Jul 3, 2026success381.6msPass
Jun 30, 2026success357.7msPass
Jun 27, 2026success351msPass
Jun 25, 2026success456.1msPass
Jun 24, 2026success460.9msPass
Jun 17, 2026success471.2msPass
Jun 16, 2026success828.3msPass
Jun 16, 2026success364.8msPass
Source Registries
mcp-registry
First Seen
Apr 13, 2026
Last Seen
Jul 10, 2026
Last Probed
Jul 8, 2026