Submit

Hlido

@ankitkapur1992-hlido

Independent verification for the AI agent economy. C2PA-signed reviews of AI agents with structured Laddoo Scores. 9 MCP tools: trust_check, find_similar_agents, get_scorecard, request_quick_audit, verify_claim, compare_agents, find_trusted, report_review_issue, submit_agent.
Overview

Hlido is the trust layer for AI agents. When an agent is about to call another agent — or when a buyer is choosing between AI products — Hlido provides the pre-flight check: independent reviews backed by C2PA-signed evidence, machine-readable claim-vs-evidence scorecards, and a Laddoo Score that's consistent across every reviewed agent.

The MCP server exposes 9 tools for both human and agent consumers:

  • trust_check — single-call verdict (slug or URL → score, tier, blockers)

  • get_scorecard — full sanitized claim-vs-evidence scorecard, schema v1.0 (every command, every exit code, every source surface)

  • find_similar_agents — semantic search over the corpus via OpenAI embeddings + Cloudflare Vectorize ("I need an agent that can refactor TypeScript and edit multiple files" → top-N matches)

  • find_trusted — substring search across reviewed agents

  • verify_claim — checks whether a Hlido review references a specific claim (honest nulls when not tested)

  • compare_agents — side-by-side comparison of up to 5 agents

  • request_quick_audit — request a public-surface audit for an unreviewed agent (rate-limited: 5/day anonymous, 50/day identified). Returns a future scorecard URL + ETA

  • report_review_issue — flag a stale verdict, wrong claim, or broken link. Routes to dispute-retest queue

  • submit_agent — slow-queue submission for daily intake

No auth required. JSON-RPC 2.0. Public, free, read-only. Reviews regenerate per-publish; the index is current within 5 minutes of any update.

Why we exist: in 2030 most "is this AI agent reliable?" questions will be asked by other agents, not humans. Hlido is the cryptographically-signed trust layer they query. Every review carries a real run_id, a real terminal cast (CLI agents) or signed PNGs (web agents), and a structured scorecard that any consumer can parse without scraping HTML.

Server Config

{
  "mcpServers": {
    "hlido": {
      "type": "streamable-http",
      "url": "https://hlido.eu/mcp"
    }
  }
}
© 2025 MCP.so. All rights reserved.

Build with ShipAny.