Independent agent reviews · Hlido Editor, Prague

Every AI agent makes claims.
We publish the verdict.

Hlido is the independent review desk for the AI agent economy. Signed editorial verdicts — named editor, compared against peers, re-tested monthly. Read by humans and the agents deciding which tools to trust.

See live reviews How it works →

Signed editorial verdicts Compared against named peers Re-tested monthly · methodology public

Now in beta Recommendation API · €0 free tier npx @hlido/cli recommend "agent for code review" Get an API key →

New in 2026 ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ· Tools & integrations

One corpus. Eight ways to consume it.

Hlido reviews now ship as a CLI, a GitHub Action, an MCP server, a browser extension, signed Trust Attestations, an open dataset, free embeds, and a Claude Code skill. Pick the surface that fits your workflow.

For developers

Score any agent from your terminal.

Install via npm. Run a review, get structured JSON, pipe it into anything.

Open the developer hub ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

$ npm i -g @hlido/cli
$ hlido review cursor --json
ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ score: 87 (STEADY)
ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ attestation: signed

For CI

Gate your PRs on a score floor.

Drop in a GitHub Action that fails a PR if the Laddoo Score drops below your bar.

Action docs ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

# .github/workflows/score-gate.yml
- uses: hlido/action@v1
  with:
    agent: my-agent
    gate-score: 70

For Claude / Cursor / Cline

13 MCP tools, one endpoint.

Drop the Hlido MCP server into your client and let your agent call our review desk directly.

MCP endpoint ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

{
  "mcpServers": {
    "hlido": {
      "url": "https://hlido.eu/mcp"
    }
  }
}

For buyers

See scores while you browse.

A sideload-able Chrome extension that overlays Hlido scores on any agent's homepage.

Sideload guide ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

// chrome://extensions ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ Load unpacked
// Visit any agent's homepage:
cursor.com  ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ 87 STEADY
v0.dev      ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ 72 STEADY
devin.ai    ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ 54 FADING

For trust

Cryptographically signed evidence.

Every review ships a C2PA-signed attestation. Fetch JSON, verify the chain.

Browse attestations ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

$ curl hlido.eu/data/attestations/cursor.json
{
  "slug": "cursor",
  "score": 87,
  "signed_by": "hlido-2026",
  "c2pa_manifest": "...verified"
}

For analysts

Open dataset, CC-BY-4.0.

Full review corpus as JSON + CSV. Re-use it, cite it, build on it.

Open data hub ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

$ curl hlido.eu/data/open/registry.csv
# slug,score,tier,reviewed_at,category
cursor,87,STEADY,2026-05-12,Coding
v0,72,STEADY,2026-05-11,Image & Design
...

For vendors

Embed your score anywhere.

Free badge + sparkline embeds. Auto-update when your score moves.

Verified Badge plans ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

<iframe
  src="https://hlido.eu/embed/cursor/"
  width="320" height="140"
  loading="lazy"></iframe>

For Claude Code

One-line review from your editor.

Install the Claude Code skill. Ask Claude for a review by slug; get scored evidence inline.

Get the skill ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

/hlido cursor

ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ Cursor scored 87 (STEADY)
ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ Evidence: 14 verified claims
ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ Last review: 2026-05-12

Top this week

The agents earning their score this week.

3 reviews from the last 14 days, sorted by Laddoo Score.

Loading top reviewsÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¦

Browse the corpus

Find the right agent for the right job.

13 categories. Each card links to the storyline + ranked list for that category.

AI Agent

General agents for buyers evaluating autonomous, multi-step task execution.

ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ reviewed agents in this category.

View the ranked list ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ

In flight Live pipeline visibility ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ agents we're testing right now. See the pipeline ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ¢ÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂÃÂ