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

AILANG Parse

www.sunholo.com/ailang-parse↗|v0.4.1

Deterministic Office parser for DOCX/PPTX/XLSX/ODT/EPUB/HTML/PDF. Unstructured.io alternative.

45/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
91.7%
P95 Latency
112.6ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 105ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 112ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 91.7%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success105.5msPartial
May 18, 2026success112msPartial
May 16, 2026success105.9msPartial
May 13, 2026success112.6msPartial
May 13, 2026success111.6msPartial
May 12, 2026success108.1msPartial
May 11, 2026success111.7msPartial
May 9, 2026success107.7msPartial
May 7, 2026success131.8msPartial
May 7, 2026success127msPartial
Source Registries
mcp-registry
First Seen
Apr 8, 2026
Last Seen
May 19, 2026
Last Probed
May 20, 2026