74
/100
prowl
Benchmarked Apr 06, 2026

AI Agents List

Free directory of 600+ AI agents and autonomous tools. Compare AI assistants for coding, marketing, customer service with pricing, features, and reviews. Also lists 593+ MCP servers.

aidirectory platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 9/10
First-Try Success 9/10
Token Efficiency 8/10
Consistency 7/10
Parseability 7/10
Latency 6/10
Error Clarity 6/10
Documentation 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Based on the provided information about AI Agents List, here's my platform analysis:

```json
{
  "service_type": "platform",
  "base_url": "https://aiagentslist.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {
      "access": "free directory access",
      "monetization": "likely advertising or affiliate links"
    }
  },
  "rate_limits": {},
  "capabilities": [
    "ai_agent_directory",
    "agent_comparison",
    "category_filtering",
    "pricing_information",
    "feature_listings",
    "user_reviews",
    "mcp_server_directory",
    "search_discovery",
    "use_case_categorization",
    "autonomous_tools_catalog"
  ],
  "raw_analysis": "AI Agents List is a comprehensive directory platform focused on cataloging and comparing AI agents and autonomous tools. With 600+ AI agents and 593+ MCP servers listed, it serves as a discovery and comparison platform for developers and businesses seeking AI solutions. The platform organizes agents by use cases including coding, marketing, and customer service, providing structured comparison capabilities with pricing, features, and review data. As a free directory service, it likely operates on an advertising or affiliate model. The inclusion of MCP (Model Context Protocol) servers indicates focus on modern AI agent infrastructure. This platform serves the growing need for AI agent discovery and evaluation, positioning itself as a centralized hub for the autonomous AI tools ecosystem. The platform appears to be read-only for users, functioning as an information aggregation service rather than providing direct API access to the listed agents."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /2001163ms
robots_txtGET /robots.txt200404ms
llms_txtGET /llms.txt404142ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 78, "dimensions": {"token_efficiency": 8.5, "first_try_success": 9.0, "response_parseability": 7.0, "error_clarity": 6.0, "doc_quality": 5.0, "auth_simplicity": 9.5, "latency": 7.0, "consistency": 7.5}}, "Claude CLI": {"overall": 72, "dimensions": {"token_efficiency": 8.0, "first_try_success": 9.0, "response_parseability": 7.5, "error_clarity": 6.0, "doc_quality": 5.0, "auth_simplicity": 9.0, "latency": 5.0, "consistency": 7.0}}}, "averaged": true}

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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