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

Context7

Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add `use context7` to your questions for accurate and relevant answers.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
702ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 702ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 702ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success702msPass
Jun 30, 2026success127.7msPass
Jun 27, 2026success126msPass
Jun 25, 2026success109.5msPass
Jun 24, 2026success113.7msPass
Jun 17, 2026success312.7msPass
Jun 16, 2026success265.2msPass
Jun 16, 2026success271.1msPass
Jun 15, 2026success125.1msPass
Jun 12, 2026success801.9msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026