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

Food Near Me

AI-native restaurant discovery with verified Menu Protocol data.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
958.4ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 958ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 958ms, task completion: 100%
Skills
search_restaurants

Search for restaurants near a location. Returns verified venues first (owner-approved Menu Protocol menus), then discovered venues (basic listing only — no authoritative menu). Use menu_available and verification_status on each result. Call get_menu only when menu_available is true.

get_restaurant

Get detailed restaurant profile with Schema.org/Restaurant JSON-LD markup and Menu Protocol extensions including ADO score, verification status, payment methods, and dietary certifications.

get_menu

Get the full menu in Menu Protocol v1.0 format. Includes all items with explicit dietary boolean flags, declared allergens, customization options with price adjustments, preparation times, and cryptographic signature proving owner approval.

get_ado_score_breakdown

Get the ADO (Agent Discovery Optimization) score breakdown for a restaurant. Shows weighted scoring across menu completeness, location accuracy, data freshness, protocol compliance, verification status, and media context. Includes recommendations for improvement.

validate_menu_protocol

Validate a JSON payload against the Menu Protocol v1.0 schema. Returns validation errors, missing required fields, Schema.org compliance gaps, and recommendations for improving ADO score. Use this to check menu data before submission or to debug integration issues.

Tools
5 tools verified via live probe
verified 4h ago
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success958.4msPass
Source Registries
mcp-registry
First Seen
May 20, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026
Food Near Me — Chiark Agent Quality Index