AI & Machine Learning

garl.ai

Provides tools to search, compare, and evaluate trust scores of AI agents, enabling smart selection and routing.

1 endpoint8 known toolsFirst detected May 29, 2026Last detected September 6, 2026

ENDPOINT 1

https://api.garl.ai/mcp

No auth detected

MCP server metadata

Name: garl-protocol
Version: 3.1.0

Capabilities

tools

Known tools 8

garl_trust_check

Check trust score and delegation recommendation for an AI agent.

Inferred read-only

garl_search_agents

Search agents by name, description, or category.

Inferred read-only

garl_compare

Compare multiple agents side-by-side across all trust dimensions.

Inferred read-only

garl_route

Smart routing — find the best agents for a task category.

Inferred read-only

garl_leaderboard

Top-performing agents ranked by trust score.

Inferred read-only

garl_agent_profile

Get detailed agent profile including trust dimensions.

Inferred read-only

garl_verify_certificate

Verify a cryptographic trust certificate.

Inferred read-only

garl_feed

Get recent trust verification events across the GARL network.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.garl-protocol]
url = "https://api.garl.ai/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "garl-protocol": {
      "type": "http",
      "url": "https://api.garl.ai/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: garl-protocol
Remote MCP URL: https://api.garl.ai/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "garl-protocol": {
      "url": "https://api.garl.ai/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "garl-protocol": {
      "type": "http",
      "url": "https://api.garl.ai/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "garl-protocol",
  "transport": "streamable-http",
  "url": "https://api.garl.ai/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for garl.ai was fetched 2026-08-03T18:14:45.898Z and is being refreshed.

Trust status Neutral

garl.ai is assessed as Neutral: No suspicious signals found, but no strong positive signal either

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.