Leaderboard/io.github.Parsons-ai/money
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.Parsons-ai/money

github.com/Parsons-ai/money-mcp-server↗|v3.0.0
AI & Agents

Personal finance assistant — track transactions, budgets, net worth via Plaid

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
364.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 364ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 364ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success364.9msPartial
Jun 30, 2026success69.3msPartial
Jun 27, 2026success177.9msPartial
Jun 25, 2026success747msPartial
Jun 24, 2026success247msPartial
Jun 17, 2026success970msPartial
Jun 16, 2026success213.2msPartial
Jun 16, 2026success102.8msPartial
Jun 15, 2026success332.5msPartial
Jun 12, 2026success126.1msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026