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

TinyFish AI Web Agent

Search & Web

AI-powered web automation. Navigate websites using AI agents for one page or a thousand

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
233.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 211ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 233ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success211.5msPass
Jun 27, 2026success233.2msPass
Jun 25, 2026success225.8msPass
Jun 24, 2026success225.2msPass
Jun 17, 2026success212.2msPass
Jun 16, 2026success224.9msPass
Jun 16, 2026success222.8msPass
Jun 15, 2026success275.1msPass
Jun 12, 2026success1145.8msPass
Jun 11, 2026success286.4msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026