
frontend-eyes
An MCP server for coding agents that captures web pages at real breakpoints, detects layout overflow, reports console and network errors, audits accessibility,…
What it does
The specific capability behind this listing, and where to get it.
frontend-eyes
An MCP server for coding agents that captures web pages at real breakpoints, detects layout overflow, reports console and network errors, audits accessibility,…
Official frontend-eyes links
Source repository available · no commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
Is frontend-eyes good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
Source repository available · no commercial pricing observed.
A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.
Check capability before deciding
Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.
frontend-eyes's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "frontend_eyes",
"name": "frontend-eyes",
"url": "https://github.com/GeoCodeCrafter/frontend-eyes",
"logo": "https://github.com/GeoCodeCrafter.png?size=200",
"niche": null,
"category": null,
"short_summary": "An MCP server for coding agents that captures web pages at real breakpoints, detects layout overflow, reports console and network errors, audits accessibility,…",
"task_performed": "unclear",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was observed in the supplied repository homepage content.",
"confidence": "medium",
"source_url": "https://github.com/GeoCodeCrafter/frontend-eyes",
"checked_at": "2026-10-15T01:48:43.125Z",
"source_kind": "vendor",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "mcp_server",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://github.com/GeoCodeCrafter/frontend-eyes"
],
"last_checked": null,
"how_to_connect": {
"website": "https://github.com/GeoCodeCrafter/frontend-eyes",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"install": "npm install -g frontend-eyes { \"mcpServers\" : { \"frontend-eyes\" : { \"co",
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "self_hosted",
"both_offered": false,
"hosted_endpoint": null,
"install": "npm install -g frontend-eyes { \"mcpServers\" : { \"frontend-eyes\" : { \"co",
"note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
"evidence": {
"sources": [
"page_text:install",
"page_text:licence"
],
"excerpt": "swer is about as much confidence as you get without a spec to check against. Install npm install -g frontend-eyes { \"mcpServers\" : { \"frontend-eyes\" : { \"command\" : \" fro",
"url": "https://github.com/GeoCodeCrafter/frontend-eyes",
"observed_day": "2026-10-18",
"age_days": 2,
"hosted_evidence": null,
"rule": "deploy-v1"
}
},
"licence": {
"name": "MIT",
"note": "Named licence as published; applies to the code, not to where it runs.",
"evidence": "page text: \"ight responsive-design Resources Readme MIT license Contributing Contributing Ac\"",
"observed_day": "2026-10-18",
"age_days": 2
},
"evidence_checks": {
"price": {
"source_url": "https://github.com/pricing",
"last_observed_day": "2026-09-20",
"age_days": 30,
"verified_day": null,
"note": "not verified by the page-text gate"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": null,
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 752,
"uptime_7d": 1,
"checked_at": "2026-10-19T02:37:05.391Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}