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

Chaparral Software MCP

Independent AI consulting — services, dispatches, cairns, and 40-year client history.

94/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance34/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
137.5ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 137ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 137ms, task completion: 100%
Skills
get_services

What Chaparral Software offers: the Ground Truth Assessment — an independent AI project audit for non-technical decision-makers. Returns service description, five deliverables, intake workflow, and outcomes.

get_topic

Browse published dispatches and cairns by topic. Returns matching articles with a prelude framing Chaparral's perspective.

find_the_cairn

A trail marker you weren't looking for. Returns a random technical cairn — a short observation from production AI practice.

Tools
3 tools verified via live probe
verified May 18
Server: chapsoft-mcpVersion: 1.0.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success137.5msPass
May 20, 2026success45.7msPass
May 18, 2026success86.5msPass
May 16, 2026success96.7msPass
May 13, 2026success53.5msPass
May 13, 2026success141.7msPass
May 12, 2026success33.7msPass
May 11, 2026success78.5msPass
May 9, 2026success49.7msPass
May 7, 2026success129.9msPass
Source Registries
mcp-registry
First Seen
Apr 13, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026