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

Flash

smithery.ai/smithery-ai/flash↗

Run a task with a background agent in a sandboxed container. The agent can read/write files, run shell commands, and use MCP tools. This tool is valuable for parallelizing independent queries or for protecting the main context window from excessive results

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
378.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 214ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 378ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 1, 2026success214msPass
Apr 1, 2026success210.2msPass
Apr 1, 2026success218.9msPass
Apr 1, 2026success211msPass
Apr 1, 2026success193.2msPass
Apr 1, 2026success214.2msPass
Apr 1, 2026success226.9msPass
Apr 1, 2026success212.4msPass
Apr 1, 2026success229.6msPass
Apr 1, 2026success628.3msPass
Source Registries
smithery
First Seen
Mar 29, 2026
Last Seen
Mar 31, 2026
Last Probed
Apr 1, 2026