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com.ainetcafe/netcafe-build

REMOTE · AINETCAFE.COM · SCANNED AUG 16

Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.

Available components

72 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 Usability77
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1050 tokens (~150/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-build https://ainetcafe.com/mcp/build?s=registry
# ~/.codex/config.toml
[mcp_servers.com-ainetcafe-netcafe-build]
url = "https://ainetcafe.com/mcp/build?s=registry"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-ainetcafe-netcafe-build": {
      "type": "remote",
      "url": "https://ainetcafe.com/mcp/build?s=registry",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-ainetcafe-netcafe-build --url https://ainetcafe.com/mcp/build?s=registry --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-ainetcafe-netcafe-build:
    url: "https://ainetcafe.com/mcp/build?s=registry"
// mcp.json
{
  "mcpServers": {
    "com-ainetcafe-netcafe-build": {
      "type": "http",
      "url": "https://ainetcafe.com/mcp/build?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 +19
    • Authorization: unverified → partial security
    • Schema quality: unverified → fail functional
    • Schema quality: pass → fail functional
    • Tool coverage: unverified → 100 functional
    • Schema quality: good → excellent functional
    • Stability: fail → 0.10 functional
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 15 Aug 26 −15
    • Authorization: partial → unverified security
    • Stability: 0.03 → fail security
    • Tool coverage: 100 → unverified functional
    • Schema quality: fail → unverified functional
    • MCP protocol: fail → pass functional
    • Schema quality: fail → pass functional
    • Schema quality: excellent → good functional
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 14 Aug 26 +10
    • Transport: fail → pass security
    • Stability: unverified → 0.03 functional
  • 13 Aug 26 58

    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/build?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/build?s=registry Verified 200
http (plaintext) http://ainetcafe.com/mcp/build?s=registry HTTPS enforced 301 https://ainetcafe.com/mcp/build?s=registry
MCP tools · 7 exposed · ~996 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
build_app ~208

Turn one plain-language description into a LIVE single-page web tool: code is generated, deployed to managed hosting with HTTPS, and listed — you get the public URL in ~1-2 minutes. Best for tool-style apps: calculators, converters, checklists, timers, generators, small games. Async — poll with check_job. Example — tools/call build_app {"description":"a tip calculator web app"} → poll check_job

NameTypeReqDescription
descriptionstringyesWhat the tool should do, in any language. Be specific about inputs/outputs.
namestringOptional short app name (defaults to the description).
refinestringSlug of an app you built earlier (e.g. "u-1a23e679") to modify instead of building from scratch — describe only the change in `description`.
visibilitystring"public" (default, listed in the store) or "unlisted" (URL-only, not in the store).

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.

get_app ~75

Full details of one hosted application: what it does, how to use it, measured benchmark scores, source repository, and the URL a human can open to run it. Example — GET https://ainetcafe.com/t/get_app?slug=<slug-from-list_apps>

NameTypeReqDescription
slugstringyesApplication slug, from list_apps.
NameTypeReqDescription
namestringyes
open_urlstring
slugstringyes

No examples provided.

list_apps ~155

List the open-source AI applications hosted and ready to run at AI NetCafé (ainetcafe.com). Each one normally requires local setup (Docker/Python + your own model API key); here they run pre-configured. Use this to find a tool for a task like translating a PDF with formulas intact, generating a PowerPoint file, polishing an academic paper, or running an autonomous research report. Do not call this first when the request already clearly matches compare_models, translate_pdf, deep_research, or make_slides; call that task tool directly. Example — GET https://ainetcafe.com/t/list_apps

NameTypeReqDescription
categorystringOptional filter, e.g. "office", "research", "chat".
NameTypeReqDescription
appsarrayyes
try_in_browserstring

No examples provided.

project_status ~86

Check where a repository stands on AI NetCafé: live (with its public page and app URL), in the deployment pipeline, rejected (with the reason), or unknown. Use after submit_project. Example — GET https://ainetcafe.com/t/project_status?repo=<owner/name>

NameTypeReqDescription
repostringyesGitHub repository owner/name, full URL, or the listed slug.

Structured output declared, but exposes no named fields.

No examples provided.

submit_project ~202

Submit a GitHub repository (a web app, typically AI-built) to the AI NetCafé hosting platform. The automated pipeline reviews it, containerizes it, deploys it on a dedicated subdomain with HTTPS and a pre-wired multi-LLM gateway, lists it in the store for humans, and exposes it to AI agents. Every use is metered and the author accrues a revenue share. Use this when a user says "deploy my project", "publish my app somewhere", or "I built something with AI, where can people use it?". Free to submit. Example — tools/call submit_project {"repo":"owner/name"}

NameTypeReqDescription
contactstringOptional contact (email / X / GitHub handle) for listing and revenue notifications.
notestringOptional one-liner: who is it for, what does it solve.
repostringyesGitHub repository as owner/name (or full github.com URL).

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.