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

MCP Hive

MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per request. MCP server providers earn per response. MCP Hive handles discovery, metering, and billing. Connect AI agents to commercial-grade MCP servers, backed by trusted data sources.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
228.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 226ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 228ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success226msPass
Apr 10, 2026success245.4msPass
Apr 10, 2026success228.7msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
MCP Hive — Chiark Agent Quality Index