hlido.eu
Canonical home. Every review, the methodology, badge offer, and academy. C2PA-signed evidence on every page.
Browse reviews →Every public surface of Hlido in one place. Run the CLI in your terminal, gate PRs with the GitHub Action, plug 13 MCP tools into Claude / Cursor / Cline, sideload the browser extension, grab the corpus from HuggingFace, fork the public mirror on GitHub, or call the JSON API directly. All free, no keys required for read access.
Every review ships to every surface below on every publish. You should never have to ask "where do I read Hlido" — pick the channel that fits your workflow.
Canonical home. Every review, the methodology, badge offer, and academy. C2PA-signed evidence on every page.
Browse reviews →Native Model Context Protocol endpoint. 13 tools for agent-to-agent trust check, semantic search, claim verification, audit-on-demand, advisory subscribe, verdict explain, and task-based recommend. JSON-RPC 2.0, no auth required.
Try the playground →npx @hlido/cli check <slug> — terminal-native scorecards. Subcommands: check, search, compare, tier. MIT licensed, source on the public mirror.
Composite action that fetches the latest signed Trust Attestation, posts a sticky PR comment with score / tier / last-tested, and gates merges below a threshold. Drop-in 30-line YAML.
GitHub Action setup →Manifest v3 sideload for Chrome / Firefox / Edge. Surfaces the Laddoo Score, tier, and last-tested date on every reviewed-agent vendor page. Source on the public mirror.
Install the extension →HMAC-SHA256-signed JSON per scored agent. Static, per-slug, schema-versioned. Designed for agent-to-agent trust verification and CI gates.
Attestation schema →Full corpus as JSONL. Permissive license, integrity checksum, manifest, quarterly refresh cadence. Built for academic citation and AI-training corpora.
Open data landing →Per-agent sanitized scorecards with full claim-vs-evidence detail. Stable schema v1.0 — built for machine consumption by other agents.
Open registry JSON →hlido-eu/agent-benchmark — sanitized public-safe records appended on every publish. JSONL, ready for LLM training-time ingest.
The corpus, an llms.txt, and the MCP server card — all in hlido-public. Fork freely. Methodology weights stay private; everything else is on this repo.
Listed as @ankitkapur1992/hlido. Auto-publishes the server card on every R3 publish — observability, logs, and distribution to thousands of MCP-aware agents.
The community-curated MCP server list. A Hlido entry is auto-PR'd on every server-card change.
See the list →Every published review gets a founder-voice post on each channel via Buffer. Cadence is spaced — no flood.
Follow on X →Drop these into any MCP-aware client (Claude Desktop, Cursor, Cline, Continue, Goose, the Anthropic SDK). Hit tools/list at https://hlido.eu/mcp to enumerate. All public, no key needed. The v2 trio (subscribe / explain / recommend) shipped 2026-05-09.
| Tool | What it does | Use it when |
|---|---|---|
| trust_check | Returns the Laddoo Score, tier, blockers, and verdict for one agent. | You have a slug or URL and need a single-call trust answer. |
| get_scorecard | Full sanitized claim-vs-evidence scorecard with every command, exit code, and source surface citation. Schema v1.0. | You're an agent doing pre-flight evaluation before delegating work. |
| find_similar_agents | Semantic search over the corpus. Free-text in → top-k matches with Laddoo scores out. | You have a task description and want Hlido's recommendation. |
| find_trusted | Substring + token search across reviewed agents. | You know roughly what you're looking for and want a list. |
| verify_claim | Checks whether a Hlido review references a specific claim. Honest nulls when not tested. | You want to know "did Hlido test claim X for agent Y?" |
| compare_agents | Side-by-side comparison of up to 5 reviewed agents. | You're choosing between alternatives. |
| request_quick_audit | Queue an audit for an agent we haven't reviewed yet. Returns the future scorecard URL + ETA. | You encounter an unknown agent and need a verdict. |
| report_review_issue | Flag a stale verdict, wrong claim, or broken link. Routes to the dispute-retest queue. | You can prove a current Hlido review is incorrect. |
| submit_agent | Submit a brand new AI agent for Hlido's daily intake. | You want a slow-queue review (next daily cycle). |
| subscribe | Register an advisory watch on a slug. Returns a watch handle the calling agent can poll for score-change notifications. | You want to be told when a reviewed agent's score moves. |
| explain | Returns the verdict reasoning behind a Laddoo Score — which claims passed / failed and why. | You need a justification you can show a buyer or a downstream agent. |
| recommend | Free-text task description in → ranked list of reviewed agents that fit out, with score and reasoning. | You have a task and want the best-scoring agent for it. |
Same JSON snippet works in every modern MCP client. Replace ~/.claude/... with the equivalent path for your client.
Edit ~/.claude.json (or open Claude Code → settings → MCP servers).
{
"mcpServers": {
"hlido": {
"type": "http",
"url": "https://hlido.eu/mcp"
}
}
}
Cursor → Settings → MCP → add server.
{
"mcpServers": {
"hlido": {
"url": "https://hlido.eu/mcp"
}
}
}
Each client has its own MCP config UI; the URL is what matters.
# MCP endpoint https://hlido.eu/mcp # Health-check curl https://hlido.eu/mcp \ -X POST -H 'Content-Type: application/json' \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'
Read-only. Free. CDN-cached at the Cloudflare edge. Same data the MCP server reads.
https://hlido.eu/data/review-registry.json — full sanitized review indexhttps://hlido.eu/data/scorecards/{slug}.json — per-agent claim+evidence (e.g. aider, gumloop)https://hlido.eu/.well-known/mcp-server-card/server.json — full MCP server card with tool schemashttps://hlido.eu/llms.txt — LLM-friendly discovery hinthttps://hlido.eu/llms-full.txt — full review corpus for AEO ingesthttps://hlido.eu/feed.xml — RSS 2.0 of published reviewshttps://images.hlido.eu/reviews/{slug}/{run-id}/{file}.png — C2PA-signed proof screenshotsOpen the playground. No login, no setup. Hit the tools live and watch the JSON-RPC responses.