Leaderboard/Context7
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Context7

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57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
303.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 174ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 303ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 16, 2026success174.5msPass
May 13, 2026success192.9msPass
May 13, 2026success172.9msPass
May 12, 2026success216.7msPass
May 11, 2026success303.6msPass
May 9, 2026success369.6msPass
May 7, 2026success203.5msPass
May 7, 2026success214.1msPass
May 7, 2026success266.6msPass
May 6, 2026success214.2msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026