Leaderboard/io.github.lazymac2x/ai-budget-planner
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.lazymac2x/ai-budget-planner

github.com/lazymac2x/ai-budget-planner-api↗|v1.0.0

Cloudflare Workers MCP server: ai-budget-planner

97/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance37/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
167.3ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 129ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 167ms, task completion: 100%
Skills
create_budget

Create a monthly LLM budget allocation for a team or department

get_budget

Get current utilisation, spend breakdown by provider, and alert status for a budget

get_budget_alerts

List all threshold alerts triggered for a budget (50%, 75%, 90%, 100%)

weekly_report

Get a 7-day LLM spend digest broken down by department and provider

department_report

Get month-to-date spend, utilisation, and alert status per department

list_providers

List supported LLM providers, their models, and blended cost estimates per 1M tokens

Tools
6 tools verified via live probe
verified 2d ago
Server: ai-budget-plannerVersion: 1.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success129.1msPass
Jun 30, 2026success167.3msPass
Jun 27, 2026success130.6msPass
Jun 25, 2026success120.9msPass
Jun 24, 2026success159.1msPass
Jun 17, 2026success157.5msPass
Jun 16, 2026success136.6msPass
Jun 16, 2026success140.3msPass
Jun 15, 2026success108.6msPass
Jun 12, 2026success129.9msPass
Source Registries
mcp-registry
First Seen
May 16, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026