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

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
310.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 210ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 310ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success210.1msPass
Apr 3, 2026success219.1msPass
Apr 3, 2026success220msPass
Apr 2, 2026success206.2msPass
Apr 2, 2026success219.3msPass
Apr 2, 2026success219.4msPass
Apr 2, 2026success255.5msPass
Apr 2, 2026success209.7msPass
Apr 2, 2026success302.2msPass
Apr 2, 2026success248.7msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026