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

GuruWalk

Search & Web

Free walking tours & activities in 200+ cities. Browse, check availability, and get tour details.

89/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance29/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
455.9ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 365ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 455ms, task completion: 100%
Skills
discover_destination

Search a city to explore free walking tours and paid activities on GuruWalk, the world's largest free walking tour platform. Returns destination info, tour categories (free tours, food tours, day trips, tickets, and more), and featured listings with ratings and verified traveler reviews. Covers 200+ cities worldwide. Free tours operate on a pay-what-you-want model. Supports English, Spanish, German, and Italian.

browse_category

Browse tours and activities within a specific category for a destination on GuruWalk. Categories include free walking tours, food tours, bike tours, day trips, skip-the-line tickets, and more. Returns listings with ratings, verified review counts, duration, available languages, and pricing. Use the category IDs returned by discover_destination.

check_availability

Check real-time availability for a specific tour or activity on GuruWalk. Returns available dates, times, remaining spots, and pricing details. For paid activities, shows rates by traveler type (adult, child, infant). For free walking tours, no upfront price — travelers pay what they want after the tour. Includes direct booking links. Maximum date range: 3 days.

get_product_detail

Get the full detail of any tour or activity — free walking tours, experiences, and all listings. Call this tool whenever the user asks what a tour covers, which places it visits, its itinerary, route, description, or any content-related question. Returns: description, itinerary/highlights, images, reviews, pricing, meeting point, and cancellation policies.

Tools
4 tools verified via live probe
verified 1d ago
Server: guruwalkVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success365.4msPass
Apr 3, 2026success348.2msPass
Apr 3, 2026success357.5msPass
Apr 3, 2026success356.1msPass
Apr 3, 2026success346msPass
Apr 3, 2026success342.4msPass
Apr 3, 2026success366.4msPass
Apr 3, 2026success129.9msPass
Apr 3, 2026success353.9msPass
Apr 3, 2026success108.8msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026