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com.ainetcafe/netcafe-translate

REMOTE · AINETCAFE.COM · SCANNED AUG 16

Translation that never breaks structure: .srt timings, i18n key trees, PDF layout.

Available components

71 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security74
Transport & Reachability100
Schema Quality & AI Usability76
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1013 tokens (~144/item across 7 items; 7 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management10
  • Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · ainetcafe.com

# add to Claude Code
claude mcp add --transport http com-ainetcafe-netcafe-translate https://ainetcafe.com/mcp/translate?s=registry
# ~/.codex/config.toml
[mcp_servers.com-ainetcafe-netcafe-translate]
url = "https://ainetcafe.com/mcp/translate?s=registry"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-ainetcafe-netcafe-translate": {
      "type": "remote",
      "url": "https://ainetcafe.com/mcp/translate?s=registry",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-ainetcafe-netcafe-translate --url https://ainetcafe.com/mcp/translate?s=registry --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-ainetcafe-netcafe-translate:
    url: "https://ainetcafe.com/mcp/translate?s=registry"
// mcp.json
{
  "mcpServers": {
    "com-ainetcafe-netcafe-translate": {
      "type": "http",
      "url": "https://ainetcafe.com/mcp/translate?s=registry"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 16 Aug 26 0
    • Schema quality: 851 → 1013 functional
    • New tool “what_can_you_do” functional
  • 15 Aug 26 +3
    • MCP protocol: fail → pass functional
    • MCP protocol version: 2025-06-18 → 2026-07-28 functional
  • 14 Aug 26 0
    • Stability: unverified → 0.03 functional
  • 13 Aug 26 68

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 16 Aug 2026 · Probed https://ainetcafe.com/mcp/translate?s=registry

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=ainetcafe.com CN=WE1,O=Google Trust Services,C=US 29 Jul 2026 27 Oct 2026 ECDSA 256 ECDSA-SHA256 dac48256f0fdbd780ea13de50d28b439
SANs: ainetcafe.com, *.ainetcafe.com
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b
DNSSEC insecure

Validation of ainetcafe.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
ainetcafe.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://ainetcafe.com/mcp/translate?s=registry Verified 200
http (plaintext) http://ainetcafe.com/mcp/translate?s=registry HTTPS enforced 301 https://ainetcafe.com/mcp/translate?s=registry
MCP tools · 7 exposed · ~924 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
check_grammar ~109

Check text for grammar, spelling and style issues in 30+ languages (self-hosted LanguageTool). Returns each issue with a suggested replacement — apply them to produce corrected text. Example — GET https://ainetcafe.com/t/check_grammar?text=Their+going+to+the+park

NameTypeReqDescription
languagestringLanguage code like "en-US", "zh-CN"; default "auto".
textstringyesThe text to check (≤10000 chars).

Structured output declared, but exposes no named fields.

No examples provided.

check_job ~108

Get the status or result of a job started by deep_research, translate_pdf, or make_slides. Poll every 15-30 seconds until status is "done" or "error". While work is pending, follow retry_after_seconds and next_action; when complete, prefer structured_result when present. Example — GET https://ainetcafe.com/t/check_job?job_id=<id-from-a-job-tool>

NameTypeReqDescription
job_idstringyesThe job_id returned when the task was started.
NameTypeReqDescription
errorstring
is_terminalboolean
job_idstringyes
kindstring
next_actionobject|null
result
retry_after_secondsinteger
statusstringyes
structured_result

No examples provided.

translate_i18n_json ~119

Translate an i18n JSON locale file, keeping the key structure identical and placeholders ({name}, {{count}}, %s, HTML tags) intact. Pass existing_json to translate only the keys that are missing from it — the incremental sync people usually hand-roll a script for.

NameTypeReqDescription
existing_jsonstringExisting target locale; only missing keys get translated.
jsonstringSource locale file content (JSON).
tostringTarget language.
urlstringOr a link to the source JSON.

Structured output declared, but exposes no named fields.

No examples provided.

translate_pdf ~197

Translate a PDF from a URL while preserving the original layout — formulas, figures and two-column academic typesetting stay intact, unlike ordinary translators that flatten the document. Returns a job_id; poll check_job for the download links (translated-only and bilingual side-by-side). Typically 20-60 seconds for a few pages. Powered by PDFMathTranslate (36k stars) hosted at AI NetCafé. Example — tools/call translate_pdf {"url":"<pdf-url>","target":"zh"} → poll check_job

NameTypeReqDescription
lang_tostringTarget language, e.g. "Simplified Chinese", "Japanese". Default Simplified Chinese.
pagesstringHow much to translate. first = 1 page, first5 = first 5 pages (default), all = whole document (slow and expensive).
urlstringyesDirect URL to the PDF (e.g. an arXiv PDF link).
NameTypeReqDescription
job_idstringyes
poll_interval_secondsinteger
statusstringyes

No examples provided.

translate_srt ~113

Translate an .srt subtitle file into another language while keeping every timestamp and cue number byte-identical. Cues are anchored by index and refilled in code, so the timeline cannot drift — the usual failure mode when you hand a whole .srt to a model.

NameTypeReqDescription
srtstringThe .srt file content.
tostringTarget language, e.g. "English", "日本語".
urlstringOr a link to the .srt file.

Structured output declared, but exposes no named fields.

No examples provided.

translate_text ~116

Translate text between languages using a self-hosted LibreTranslate engine (fully offline, no big-tech API). For whole PDFs with layout preserved, use translate_pdf instead. Example — GET https://ainetcafe.com/t/translate_text?text=hello+world&to=zh

NameTypeReqDescription
sourcestringSource language code; default "auto".
targetstringyesTarget language code, e.g. "zh", "en", "ja".
textstringyesText to translate (≤5000 chars).

Structured output declared, but exposes no named fields.

No examples provided.

what_can_you_do ~162

Describe a task in plain language (any language) and get back exactly which tools on this server do it, with ready-to-run example calls — instead of reading a catalogue of 89 tools and guessing. Also returns multi-step recipes when a task needs several tools chained (invoices to a ledger, a bank statement reconciled, a messy CSV turned into a deliverable). Deterministic and free: it calls no model, costs nothing, and never runs out of quota. Call this FIRST when you are not sure what this server offers.

NameTypeReqDescription
taskstringyesWhat you are trying to do, e.g. "reconcile a bank statement against my books" or "把一堆发票整理成能入账的表格"

Structured output declared, but exposes no named fields.

No examples provided.