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

Context7

Provide up-to-date, version-specific code documentation and examples directly into your prompts to enhance coding accuracy and reduce hallucinated APIs. Seamlessly integrate with various MCP clients to fetch the latest library docs and improve your AI coding assistant's effectiveness. Simplify your development workflow by embedding real-time, reliable code context without switching tabs.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
342.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 342ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 342ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success342.1msPass
Jun 10, 2026success316.9msPass
Jun 9, 2026success331.4msPass
Jun 4, 2026success176.7msPass
Jun 3, 2026success64.1msPass
May 27, 2026success122msPass
May 27, 2026success146msPass
May 27, 2026success177.1msPass
May 26, 2026success227.4msPass
May 25, 2026success270.1msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026