com.ainetcafe/ai-netcafe
com.ainetcafe/ai-netcafe · v1.7.0 · MCP 2025-06-18
Tables and ledgers checked by arithmetic, not by a model. 24 tools. MCP 2026-07-28 ready.
Reachability
error
checked 2026-08-27 06:11 UTC
Registry status active
Tools pinned 24
883c8f48a30d
Tools last changed
2026-08-14
Repo last push 2026-08-16
GitHub stars 0
Provenance
Registry namespace com.ainetcafe
(domain verified by the official registry)
Repository
github.com/mario03690/ai-netcafe
Website
https://ainetcafe.com/mcp.html
Remote endpoints
https://ainetcafe.com/mcp (streamable-http)
https://ainetcafe.com/mcp?s=registry (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-08-16 05:59 | unreachable | |
| 2026-08-14 05:58 | tools changed | 10 added, 23 removed, 0 changed |
| 2026-08-13 05:58 | tools changed | 14 added, 0 removed, 23 changed |
| 2026-08-11 05:58 | back online | |
| 2026-08-10 05:58 | unreachable | |
| 2026-08-07 05:57 | tools changed | 1 added, 0 removed, 0 changed |
| 2026-08-06 05:58 | tools changed | 0 added, 0 removed, 2 changed |
| 2026-08-05 05:59 | tools changed | 8 added, 0 removed, 0 changed |
| 2026-08-04 05:56 | tools changed | 5 added, 0 removed, 0 changed |
| 2026-08-01 05:57 | tools changed | 0 added, 0 removed, 9 changed |
| 2026-08-01 05:57 | back online | |
| 2026-08-01 02:27 | unreachable | |
| 2026-07-30 05:30 | first capture | 9 tools pinned |
Pinned tool definitions (24)
| Tool | Description |
|---|---|
| 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... |
| 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. Example — GET https://ainetcafe.com/t/get_app?slug=<slug-from-list_apps> |
| 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. Example — GET... |
| 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 —... |
| 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. Example — GET https://ainetcafe.com/t/list_models |
| remember | Persist a durable memory: an architecture decision, a stable user preference, a verified bug fix, or an important discovery. Anonymous callers get a small per-network memory pool; callers sending an AllRouter key (Authorization: Bearer... |
| recall | Retrieve previously stored memories, optionally filtered by search query and/or project. Call at the start of work on a known project to restore context: why decisions were made, known fixes, preferences. Example — GET... |
| web_search | Search the live web through a self-hosted SearXNG meta-search (aggregates dozens of engines, no tracking). Returns titles, URLs and snippets. Use when you need current information or sources. Example — GET... |
| fetch_page | Fetch any public URL and return LLM-ready clean Markdown (rendered via Crawl4AI, handles JS pages). Use after web_search to read a source, or to ingest any page for analysis. Example — GET... |
| model_costs | What one call actually costs on each model, measured. Vendors publish per-million-token list prices, but a call's cost depends on how many tokens the model chooses to emit — models differ by an order of magnitude on the same prompt.... |
| ai_visibility | Audit a URL for AI visibility: which AI crawlers robots.txt actually allows (parsed per user-agent group, not keyword-matched), whether llms.txt / sitemap / JSON-LD / canonical exist, and how much real text an agent gets without running... |
| pdf_to_markdown | Convert a PDF (or a scanned page image) into clean Markdown that keeps headings, lists and tables, and puts multi-column pages in the right reading order. Text-layer PDFs are read exactly and cost far less; images go through a vision model. |
| extract_tables | Extract tables from a PDF into structured rows (JSON + CSV). Pass fields to force a fixed set of columns — that aligns a pile of documents that each name their headers differently into one consistent table. Rows the model was unsure... |
| extract_statement | Turn a bank statement or transaction PDF into a clean transaction table (JSON + CSV), then cross-check it: opening + credits - debits must equal the stated closing balance. If it does not balance you get the exact difference and which... |
| extract_invoices | Give it up to 20 invoice URLs (PDF or page images) and get back one table ready to post: number, date, seller, buyer, net / tax / gross, currency. Every row is checked in code — net + tax must equal gross — and the batch total is... |
| create_task | Create a task that runs on a schedule in our cloud — you do not keep anything running. It only notifies you when the result actually changes. Kinds: watch_page (Watch a web page and report when its content changes); daily_answer (Re-run... |
| list_tasks | Show the scheduled tasks on this workspace, when each runs next, how many times it has run and what it has cost so far. |
| get_task_runs | Recent runs of one scheduled task: what it returned, whether the result changed, and what each run cost. |
| delete_task | Stop and remove a scheduled task and its run history. |
| transpile_sql | Convert a SQL statement from one dialect to another — mysql, postgres, sqlite, tsql, oracle, snowflake, bigquery, redshift, spark, hive, presto, trino, duckdb, clickhouse, databricks, doris, starrocks and more. Deterministic parser... |
| china_reachability | Fetch a URL from a real mainland-China network egress and report HTTP status, latency and China DNS resolution. Answers "is my site/API usable from China?" with a measurement instead of a guess — you cannot get this from a VPS abroad. |
| render_diagram | Turn diagram-as-code into an image: Mermaid, PlantUML, Graphviz/DOT, C4, Excalidraw and 20+ more (self-hosted Kroki). Returns a hosted SVG/PNG URL you can embed directly in Markdown or HTML. Example — GET... |
| check_job | 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,... |
| build_app | 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,... |
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