netcafe-build

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 the whole catalogue 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.

{
  "type": "object",
  "properties": {
    "task": {
      "type": "string",
      "description": "What 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\""
    }
  },
  "required": [
    "task"
  ]
}

{
  "type": "object",
  "additionalProperties": true
}

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

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string",
      "description": "Optional filter, e.g. \"office\", \"research\", \"chat\"."
    }
  }
}

{
  "type": "object",
  "properties": {
    "apps": {
      "type": "array",
      "items": {
        "type": "object"
      }
    },
    "try_in_browser": {
      "type": "string"
    }
  },
  "required": [
    "apps"
  ]
}

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>

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "description": "Application slug, from list_apps."
    }
  },
  "required": [
    "slug"
  ]
}

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "name": {
      "type": "string"
    },
    "open_url": {
      "type": "string"
    }
  },
  "required": [
    "slug",
    "name"
  ]
}

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 temporarily subsidized during the free beta; measured platform cost is returned as metadata. 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"}

{
  "type": "object",
  "properties": {
    "repo": {
      "type": "string",
      "description": "GitHub repository as owner/name (or full github.com URL)."
    },
    "contact": {
      "type": "string",
      "description": "Optional contact (email / X / GitHub handle) for listing and revenue notifications."
    },
    "note": {
      "type": "string",
      "description": "Optional one-liner: who is it for, what does it solve."
    }
  },
  "required": [
    "repo"
  ]
}

{
  "type": "object",
  "additionalProperties": true
}

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>

{
  "type": "object",
  "properties": {
    "repo": {
      "type": "string",
      "description": "GitHub repository owner/name, full URL, or the listed slug."
    }
  },
  "required": [
    "repo"
  ]
}

{
  "type": "object",
  "additionalProperties": true
}

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>

{
  "type": "object",
  "properties": {
    "job_id": {
      "type": "string",
      "description": "The job_id returned when the task was started."
    }
  },
  "required": [
    "job_id"
  ]
}

{
  "type": "object",
  "properties": {
    "job_id": {
      "type": "string"
    },
    "kind": {
      "type": "string"
    },
    "status": {
      "type": "string"
    },
    "is_terminal": {
      "type": "boolean"
    },
    "retry_after_seconds": {
      "type": "integer"
    },
    "next_action": {
      "type": [
        "object",
        "null"
      ]
    },
    "result": {},
    "structured_result": {},
    "error": {
      "type": "string"
    }
  },
  "required": [
    "job_id",
    "status"
  ]
}

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

{
  "type": "object",
  "properties": {
    "description": {
      "type": "string",
      "description": "What the tool should do, in any language. Be specific about inputs/outputs."
    },
    "name": {
      "type": "string",
      "description": "Optional short app name (defaults to the description)."
    },
    "visibility": {
      "type": "string",
      "description": "\"public\" (default, listed in the store) or \"unlisted\" (URL-only, not in the store)."
    },
    "refine": {
      "type": "string",
      "description": "Slug of an app you built earlier (e.g. \"u-1a23e679\") to modify instead of building from scratch — describe only the change in `description`."
    }
  },
  "required": [
    "description"
  ]
}

{
  "type": "object",
  "additionalProperties": true
}