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

tikfly-mcp

MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limitations

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
265.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 256ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 265ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 14, 2026success256.2msPartial
Apr 14, 2026success272.6msPartial
Apr 14, 2026success265.4msPartial
Apr 14, 2026success224.3msPartial
Apr 14, 2026success238.4msPartial
Apr 14, 2026success206.1msPartial
Apr 14, 2026success204.4msPartial
Apr 14, 2026success247.9msPartial
Apr 14, 2026success235.8msPartial
Apr 14, 2026success213msPartial
Source Registries
smithery
First Seen
Apr 13, 2026
Last Seen
Apr 13, 2026
Last Probed
Apr 14, 2026
tikfly-mcp — Chiark Agent Quality Index