Leaderboard/io.github.mifactory-bot/mifactory-agent-memory
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.mifactory-bot/mifactory-agent-memory

github.com/mifactory-bot/agent-memory-api↗|v1.3.1

Persistent memory for AI agents across Claude, ChatGPT and any MCP client.

84/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance24/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,118.5ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 632ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1118ms, task completion: 100%
Improvement Tips
  • -Reduce response time (currently 1118ms, target <1000ms)
Skills
memory_write

Write to agent memory

memory_read

Read from agent memory

Tools
2 tools verified via live probe
verified 38m ago
Server: mifactory-agent-memoryVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 11, 2026success632.1msPass
Apr 11, 2026success611.9msPass
Apr 11, 2026success1118.5msPass
Apr 11, 2026success785.3msPass
Source Registries
mcp-registry
First Seen
Apr 11, 2026
Last Seen
Apr 11, 2026
Last Probed
Apr 11, 2026