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

OpenAccountants

Open-source AI accounting skills verified by licensed accountants (tax, VAT, payroll).

90/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance30/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
147.6ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 147ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 147ms, task completion: 100%
Tools
36 tools verified via live probe
verified 2d ago
Server: openaccountants-mcpVersion: 1.4.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success147.6msPass
Jun 30, 2026success28.4msPass
Jun 27, 2026success48msPass
Jun 25, 2026success32.3msPass
Jun 24, 2026success42.2msPass
Jun 17, 2026success34.4msPass
Jun 16, 2026success38msPass
Jun 16, 2026success82msPass
Jun 15, 2026success58.3msPass
Jun 12, 2026success107.9msPass
Source Registries
mcp-registry
First Seen
May 20, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026