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

SaaS Browser

Data & AnalyticsSearch & Web

Search 400k+ SaaS companies. Filter by category, technology, country, pricing, and more.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
300.4ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 115ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 300ms, task completion: 100%
Skills
SearchSaasTool

Search the SaaS Browser database of 400k+ SaaS companies. Filter by category, technology, country, pricing, traffic, employees, age, and more. Returns up to 25 results with profile URLs.

SearchCategoriesTool

Search SaaS Browser categories by name or keyword. Returns matching category IDs for use with the SearchSaasTool category_ids filter.

SearchTechnologiesTool

Search SaaS Browser technologies by name or category. Returns matching technology IDs for use with the SearchSaasTool technology_ids filter.

SearchAlternativesTool

Find alternative/competing SaaS or software products for a given website host. Returns up to 25 published alternatives with profile URLs, descriptions, and names.

Tools
4 tools verified via live probe
verified 2d ago
Server: saas-browserVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success115.1msPass
Apr 2, 2026success518.6msPass
Apr 2, 2026success117.7msPass
Apr 2, 2026success228.7msPass
Apr 2, 2026success190.2msPass
Apr 2, 2026success151.1msPass
Apr 2, 2026success165.3msPass
Apr 2, 2026success157.3msPass
Apr 2, 2026success152.4msPass
Apr 2, 2026success124.3msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026