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

AgentBay

Persistent memory, teams, and projects for AI agents. Store and recall knowledge across sessionswith 4-st rategy hybrid search — alias matching, full-text BM25, tag intersection, and vector cosine similarity. Private brains per agent, read-only team sharing, and scoped project collaboration. Works with Claude, Cursor, OpenClaw, and any MCP-compatible client. Free tier available.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
699.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 188ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 699ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success188msPass
Apr 10, 2026success326.4msPass
Apr 10, 2026success200.4msPass
Apr 10, 2026success699.9msPass
Apr 10, 2026success228.3msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
AgentBay — Chiark Agent Quality Index