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

Context7

smithery.ai/Composio/context7↗

Access up-to-date documentation and code examples for any programming library or framework. Discover the most relevant packages for your projects using reputation and quality scores. Simplify the search for technical information by resolving package names to direct documentation queries.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
278.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 470ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 278ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success470msPass
Apr 3, 2026success172.5msPass
Apr 2, 2026success144.8msPass
Apr 2, 2026success148.4msPass
Apr 2, 2026success168.5msPass
Apr 2, 2026success226.3msPass
Apr 2, 2026success175.8msPass
Apr 2, 2026success225.5msPass
Apr 2, 2026success195.6msPass
Apr 2, 2026success174.5msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026