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

Atlas Research

github.com/ahmedEid1/atlas↗|v0.7.0

Read-only MCP over an agentic SLR workspace with per-claim citation verification

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
411ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 411ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 411ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 5, 2026success411msPartial
Jun 5, 2026success267.9msPartial
Jun 4, 2026success64.2msPartial
Jun 3, 2026success43.3msPartial
May 30, 2026success82.2msPartial
May 29, 2026success76msPartial
May 29, 2026success179.9msPartial
May 27, 2026success69.9msPartial
May 27, 2026success131.5msPartial
May 27, 2026success95.8msPartial
Source Registries
mcp-registry
First Seen
May 24, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 5, 2026