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

Driflyte (Remote)

Discover available topics and explore up-to-date, topic-tagged web content. Search to surface the most relevant documents for your questions. Stay current with timely, real-world sources for grounded insights. The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages. With this MCP server, Driflyte acts as a bridge between diverse, topic-aware content sources (web, GitHub, and more) and AI-powered reasoning, enabling richer, more accurate answers.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
430.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 198ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 430ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 5, 2026success198.5msPass
Apr 5, 2026success545.9msPass
Apr 5, 2026success225.8msPass
Apr 5, 2026success228.7msPass
Apr 5, 2026success178.3msPass
Apr 5, 2026success227.4msPass
Apr 5, 2026success183.3msPass
Apr 5, 2026success224.2msPass
Apr 5, 2026success195.3msPass
Apr 5, 2026success405.7msPass
Source Registries
smithery
First Seen
Apr 4, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026
Driflyte (Remote) — Chiark Agent Quality Index