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

DevSpeak

Official DevSpeak MCP server — translate technical text into formal specs from any AI IDE or agent

55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
147ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 147ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 147ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success147msPartial
Jun 5, 2026success127.6msPartial
Jun 5, 2026success38.8msPartial
Jun 4, 2026success38.5msPartial
Jun 3, 2026success63.7msPartial
May 30, 2026success54msPartial
May 29, 2026success34.2msPartial
May 29, 2026success95.8msPartial
May 27, 2026success158.2msPartial
May 27, 2026success106.8msPartial
Source Registries
mcp-registry
First Seen
Apr 27, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026