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

price-sentinel

Short Summary: Real-time financial auditor for the AI landscape. Resolves live pricing, token-costs, and unit-efficiency for 500+ providers (LLMs, Image, Video). Full Description: Sentinel is a production-grade MCP server that gives AI agents "Ground Truth" eyes on the 2026 SaaS economy. While standard LLMs have frozen training data, Sentinel uses semantic search via Exa.ai to fetch current-day pricing. Core Capabilities: Unit Normalization: Converts GPU Hours, Credits, and Tokens into a standardized "Cost-per-Generation" metric. Efficiency Scoring: Automatically calculates the price-per-image or price-per-1M tokens for side-by-side comparison. Enterprise Ready: Integrated with xPay for secure, metered micropayments and Upstream-Secret protection. When to use: Use this tool whenever a user asks for the "cheapest," "best-value," or "current price" of any AI tool or developer API.

51/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
453ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 165ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 453ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success165.2msPass
Apr 2, 2026success324.4msPass
Apr 2, 2026success163.4msPass
Apr 2, 2026success545.5msPass
Apr 2, 2026success166.5msPass
Apr 2, 2026success344.7msPass
Apr 2, 2026success191.7msPass
Apr 2, 2026success380.5msPass
Apr 2, 2026success155.7msPass
Apr 2, 2026success247msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026