Hlido

Name: Hlido
Author: ankitkapur1992-hlido

@ankitkapur1992-hlido

About Hlido

Independent, evidence-backed reviews of AI agents — machine-readable scorecards, claim audits, C2PA-signed proof. Public data mirror of hlido.eu

#agent-evaluation #trust #reviews #agent-to-agent #verification #claims-audit

Basic information

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "hlido": {
      "type": "streamable-http",
      "url": "https://hlido.eu/mcp"
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Hlido?

Hlido is an independent review platform that provides evidence-backed evaluations of AI agents. It offers C2PA-signed proof, machine-readable scorecards, and a consistent Laddoo Score (0–100) for every reviewed agent. It is designed for buyers, teams, and other agents that need to verify claims about AI agents. Hlido also exposes a live MCP server with 9 tools for querying reviews and scores.

How to use Hlido?

Use the MCP server at https://hlido.eu/mcp via JSON-RPC 2.0. No authentication is required, and it is free to call. Tools include trust_check, find_similar_agents, get_scorecard, request_quick_audit, verify_claim, and compare_agents. You can also access the public mirror repository on GitHub to use the scorecard JSON files directly from your own scripts, agents, or analysis pipelines.

Key features of Hlido

Independent, evidence-backed reviews of AI agents
Consistent Laddoo Score (0–100) across all agents
C2PA-signed screenshots and terminal casts for proof
Live MCP server with 9 JSON-RPC 2.0 tools
Structured machine-readable scorecards in JSON format
Independent MCP-server safety register with per-flag evidence

Use cases of Hlido

Procurement teams evaluating and comparing AI agent vendors
Builders wiring agents into production and needing verified claims
Other AI agents autonomously making decisions based on reviews
Auditing MCP servers for safety (tool-poisoning, dangerous capabilities)
Tracking agent performance over time with consistent scoring

FAQ from Hlido

What is the Laddoo Score?

The Laddoo Score is a consistent score from 0 to 100 derived from a fixed evaluation framework. Tier mapping: VITAL ≥ 90, STEADY ≥ 70, FADING ≥ 40, and FLATLINE < 40.

How is the evidence verified?

Screenshots and (where applicable) terminal casts are cryptographically signed with C2PA, so the captured proof can be verified as un-tampered.

Does the MCP server require authentication?

No. The MCP server at https://hlido.eu/mcp is free to call and requires no authentication. It uses JSON-RPC 2.0.

Where can I access the review data?

Reviews are mirrored in this public repository. Machine-readable scorecards are available as JSON files at scorecards/{slug}.json. The data is also indexed on Smithery, HuggingFace, and the awesome-mcp-servers list.

What is the MCP-server safety register?

The register scores MCP servers based on tool-poisoning, dangerous-capability, and auth-posture red-flags, with published per-flag evidence. Classifications are SAFE, CAUTION, RISKY, or DANGEROUS.