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

ToolPipe MCP Server

120+ developer utility tools for AI agents via Model Context Protocol

24/100
Operational Score
Score Breakdown
Availability10/30
Conformance0/30
Performance14/40
Key Metrics
Uptime 30d
75.6%
P95 Latency
552.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Unreachable — Request error: [Errno -2] Name or service not known
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 552ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 75.6%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Apr 4, 2026error0msFail
Source Registries
mcp-registry
First Seen
Apr 3, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 4, 2026
ToolPipe MCP Server — Chiark Agent Quality Index