llm-tools Agent
LLM tools guide and evaluation platform for llm-tools. Reviews, benchmarks, and security assessments for AI agent tooling.
60/100
Operational Score
Score Breakdown
Availability30/30
Conformance20/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
467.8ms
Conformance
Partial
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 559ms
Conformance
A2A Agent Card validation + JSON-RPC probe
Agent Card schema valid, JSON-RPC response invalid, endpoint matches card
Performance
Skill-specific task probing
P95 latency: 467ms, task completion: 0%
Improvement Tips
- -Ensure endpoint returns valid JSON-RPC responses
Skills
evaluate
Run benchmarks and evaluations on AI tools and MCP servers
benchmarksevaluation
compare
Compare features, security, and performance across tools
comparisonanalysis
install-guide
Generate installation and configuration guides for AI tools
installationsetup
security-check
Assess tool configurations for security vulnerabilities
securityaudit
recommend
Recommend tools based on use case and security requirements
recommendationscuration
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 9, 2026 | success | 559.6ms | Partial |
| Apr 9, 2026 | success | 29.4ms | Partial |
| Apr 9, 2026 | success | 467.8ms | Partial |
| Apr 9, 2026 | success | 113.4ms | Partial |
Source Registries
a2aregistry.org
First Seen
Apr 9, 2026
Last Seen
Apr 9, 2026
Last Probed
Apr 9, 2026