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

Freebeat AI

MCP server for Freebeat creative workflows. Use it from MCP clients such as Claude Desktop and Cursor through npx freebeat-mcp. It currently supports audio and image upload, effect template discovery, AI effect generation, AI music video generation, and async task polling.

55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
198.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 198ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 198ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success198.2msPartial
Apr 10, 2026success191.1msPartial
Apr 10, 2026success198.9msPartial
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
Freebeat AI — Chiark Agent Quality Index