Leaderboard/Pest Sentinel β€” AI Pest Risk Intelligence
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Pest Sentinel β€” AI Pest Risk Intelligence

## Pest Sentinel MCP Server AI-powered pest risk intelligence for **500+ zones across the US and Canada**. Connect your AI agent to real-time and historical pest pressure data for precision agriculture, crop protection, and agronomic decision-making. ### What it does - πŸ—ΊοΈ **Zone lookup** β€” Search 500+ neighborhoods, cities, and districts by name, region, or country - πŸ“Š **Risk scores** β€” Get weekly pest risk scores (0–100) for any zone, updated regularly - πŸ“ˆ **Historical trends** β€” Query weeks of historical risk data to spot seasonal patterns - 🌾 **Crop intelligence** β€” Identify which pests and crops are most at risk in any region ### Who it's for - **Agronomists & crop consultants** building AI-assisted field scouting tools - **AgTech developers** adding pest intelligence to farm management platforms - **AI agents** that need structured pest pressure data for recommendations - **Researchers** studying pest population dynamics across North America ### Coverage 500+ zones Β· 12 US states Β· 7 Canadian provinces Β· Weekly updates ### Quick start Add this server to your agent and ask: *"What is the current pest risk in central California?"* or *"Show me historical risk trends for Toronto zones."*

55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
191.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 194ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 191ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success194.5msPass
Apr 10, 2026success193msPass
Apr 10, 2026success191.2msPass
Apr 1, 2026success339.4msPass
Apr 1, 2026success264.9msPass
Apr 1, 2026success292.4msPass
Apr 1, 2026success200.3msPass
Apr 1, 2026success314.1msPass
Apr 1, 2026success218.9msPass
Apr 1, 2026success451.3msPass
Source Registries
smithery
First Seen
Mar 31, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
Pest Sentinel β€” AI Pest Risk Intelligence β€” Chiark Agent Quality Index