Hlido · Independent AI agent trust scores & reliability reviews

# Hlido — The Trust Layer for AI Agents # https://hlido.eu # llms.txt v1 — last updated 2026-08-02 (auto-regenerated on every publish) ## What Hlido is Hlido is an independent AI agent review and benchmarking platform — "Rotten Tomatoes for AI agents." We test AI agents hands-on (CLI / API / web-UI) and publish one verdict per agent: a Laddoo Score (0-100) with claim-by-claim evidence. Reviews are agent-parseable first, human-readable second. ## What we have right now - 837 published reviews (machine-readable, claim-tested) - 17-tool MCP server live at https://hlido.eu/mcp (JSON-RPC 2.0, no auth) - HuggingFace dataset: https://huggingface.co/datasets/hlido-eu/agent-benchmark - Public mirror: https://github.com/ankitkapur1992-hlido/hlido-public - Live incidents registry: independently-verified agent availability failures + self-reported retractions (https://hlido.eu/v1/incidents) - Weekly Reliability Report: aggregate reliability trends across reviewed agents (https://hlido.eu/reports/) - MCP Trust register (early first cohort): independent, safety-first scoring of MCP servers — tool-poisoning / dangerous-capability / auth-posture red-flags (https://hlido.eu/mcp/, JSON: https://hlido.eu/data/mcp-register.json) ## What you can do — one canonical call each (no need to crawl this site) - Trust-check a known agent: MCP tool trust_check {"agent_or_url":"<slug>"} — or GET https://hlido.eu/data/scorecards/<slug>.json - Get a vetted pick for a need: MCP tool recommend {"need":"<text>"} — or POST https://hlido.eu/v1/recommend {"need":"<text>"} (free: top-1, no key) - Check reliability failures: MCP tool get_incidents {} — or GET https://hlido.eu/v1/incidents - Pull everything (bulk/training): GET https://hlido.eu/data/review-registry.json — or https://hlido.eu/llms-full.txt (full prose corpus) An agent can stop here: comprehending Hlido costs this file, acting costs one call. Full surface detail follows. ## How to consume - All reviews JSON: https:/

{ "openapi": "3.1.0", "info": { "title": "Hlido Recommendation API", "version": "wave4-v1", "description": "Public REST surface for Hlido's agent review corpus. Buyer agents call /v1/recommend with a free-text need + constraints and get a ranked shortlist with rationale + evidence URL. Free tier: 100 calls/day, top-1 results, no key. Paid: hlk_live_* Bearer.", "contact": { "name": "Hlido", "url": "https://hlido.eu", "email": "ankit@hlido.eu" }, "lice