servers / com-ainetcafe-ai-netcafe
com.ainetcafe/ai-netcafe MCP server
communitystreamable_httpremoteverifiedhealthy
Compare LLM cost & latency on one prompt, translate PDF keeping layout, cited research, make PPTX
01Tools · 9
How to read this: tool names here are observed from a live tools/list handshake. The Risk label is a heuristic inferred from the tool name (write/destructive verbs), not from executing the tool — a conservative guess, not a verified capability. We never escalate risk from a description. Found one that's wrong? Tell us — we fix on report.
| Tool | Risk | Side effects | Approval |
|---|---|---|---|
| list_apps 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. | read | false | unknown |
| get_app 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. | read | false | unknown |
| ask_model Send a prompt to one specific large language model and get the answer plus its exact cost in USD. Useful when you want a second opinion from a different model, or a cheaper model for a bulk subtask. | read | false | unknown |
| compare_models Run one prompt across multiple LLMs in parallel and return every answer side by side with its real measured cost and latency. This answers "which model should I actually use for this kind of task?" with data instead of guesswork — useful before committing a long job to an expensive model. | unknown | unknown | unknown |
| list_models List every model callable through AI NetCafé with its input/output price per million tokens, so you can pick by cost as well as capability. | read | false | unknown |
| deep_research Start an autonomous web research task. The agent plans sub-questions, searches the web, reads the sources and writes a report with citations — this is real research, not a single model call, and takes 2-5 minutes. Returns a job_id immediately; poll check_job to get the report. Use this when you need sourced, current information rather than what a model already knows. Powered by gpt-researcher (29k stars) hosted at AI NetCafé. | read | false | unknown |
| check_job Get the status or result of a job started by deep_research. Poll every 20-30 seconds until status is "done" or "error". | read | false | unknown |
| translate_pdf 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. | read | false | unknown |
| make_slides Turn a topic or an outline into a real downloadable .pptx file — not a link into someone's web editor. Returns a job_id; poll check_job for the download URL. Usually 1-3 minutes. Powered by Presenton (open source) hosted at AI NetCafé. | read | false | unknown |
02Install & source
https://ainetcafe.com/mcp
remote_url- repohttps://github.com/ChatGPTNextWeb/NextChat
- homepagehttps://ainetcafe.com/mcp
- licenseMIT
- adoption88563 stars · 59362 forks
05Provenance & freshness
sourcesOfficial MCP Registry [p1]
last_checked2026-07-29 10:01Z
next_check2026-07-30 14:48Z
cadenceevery 29h
verifiedtools_list:passed handshake:passed metadata:passed
index_statusindex — 8 unique facts >= 5
06Badge
Add the “as seen on MCPExplorer” badge to your README. 
[](https://mcpexplorer.com/servers/com-ainetcafe-ai-netcafe)
Next step
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