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

Aigregator AI Tools

Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing plans, features, pros/cons, ratings, alternatives, and use cases. **4 tools available:** - `list_categories` — Browse all AI tool categories (free) - `search_tools` — Search by keyword, category, or filters - `get_tool` — Get full tool profile by slug - `compare_tools` — Compare 2-5 tools side-by-side Payments via x402 micropayments (USDC on Base) — no API keys, no subscriptions.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
212.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 221ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 212ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success221.6msPass
Apr 10, 2026success180.2msPass
Apr 10, 2026success212.7msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
Aigregator AI Tools — Chiark Agent Quality Index