MCP-сервер Tensorust

• Имя в реестреcom.tensorust/mcpподтверждён в реестре MCP

Имя в реестре лежит в пространстве tensorust.com. Реестр пускает в такое пространство только того, кто доказал владение доменом через DNS или HTTP.

• Состояниеотвечаетпроверено 2026-10-29
• Инструменты46
• Сервер называет себяtensorust
• Версия сервера1.0.0
• Версия протокола2025-06-18

2026-10-29 сервер ответил на initialize и tools/list без входа. Первый ответ за 147 мс.

• Инструменты делают все проверенные сценарии: Compare hourly GPU rental prices across cloud providers; Compare AI model prices and context limits; Check whether a service such as OpenAI is down.
• Проверок пока 4 из 7, нужных, чтобы судить о надёжности.

Вывод сделан правилами по замерам выше. Вероятный первый вызов выбрала модель по списку инструментов: прочитайте описание, прежде чем на него полагаться.

• Оценка INITE MCPчерез неделюдля оценки нужно 7 ежедневных проверок, пока 4
• Что агент может с ним сделать3 из 3 сценариев
• Отвечалидёт замерпроверок пока 4, долю покажем после 7
• Медиана первого ответа225 мс
• Место в контексте агента≈ 7 143 токеновописания всех инструментов (50), они занимают контекст агента на каждом ходу
• Описания инструментовB · 89 из 100
• Типизированные ответы0 из 50 инструментовобъявлен outputSchema: ответ приходит с типами и читается сразу

• Параметры без описания: в 32 из 50

Программа проверяет сервер раз в день: initialize и tools/list, без модели. Токены - это длина описаний из расчёта примерно четыре символа на токен. Оценка - среднее шести проверок имени, описания, схемы и аннотаций каждого инструмента. Она говорит, насколько понятно описаны инструменты, а не о том, работают ли они. Оценка складывается только из замеренного: отвечает ли сервер (25%), делает ли работу продукта (25%), описания (20%), контекст (10%), использование (10%) и насколько просто подключиться (10%). Незамеренная часть не учитывается, а скрытая инструкция ограничивает оценку 40 баллами. Состояние MCP-серверов вендоров: методика и цифры →

• search_site

  Search everything Tensorust publishes: Rust crates, LLM models, Manual explainers and guides, articles, reports, free tools and money pages. Returns titles, URLs, one-line summaries and the API link for each hit.

• get_crate

  One Rust crate from our tracked top crates: real downloads a day (quiet-day median, release-day bot spikes excluded), share of downloads in release windows, quiet-day trend, releases, latest version, reverse dependencies and daily numbers.

• compare_crates

  Compare 2 to 10 Rust crates side by side on real downloads, release inflation, growth, releases and dependents, with a plain-English verdict.

• get_model_price

  Every price tier for one LLM API model (OpenAI, Anthropic, Google, DeepSeek): input, output, cache, batch, long-context, scheduled changes, price history, cost of 6 standard workloads, source URL and check date. Give token counts to price…

• pick_model_for_job

  Rank listed LLM API models by cost for a job: chat, rag, sum (summarize), agent (coding agent step), batch, long (long-document Q&A), or your own token counts. Returns per-request and monthly cost with sources.

• get_manual_page

  A Tensorust Manual explainer or guide (or an article): the short answer, key facts with their sources, FAQ, steps for guides, and the source list. Accepts a slug or a tensorust.com URL. Use search_site to find slugs.

• money_size

  Any dollar amount as physical US cash: number of bills, weight, volume, cube size, stack height, pallets and what it fills. Bill size and weight from the Bureau of Engraving and Printing.

• run_tool

  Run one of our free tools. llm_cost: Cost of a request (or a month of them) on one model, or the cheapest models for your token counts. Args: model?, input_tokens, output_tokens, cached_tokens?, requests? | count_tokens: Exact GPT token…

• list_reports

  Recurring data reports (LLM API Price Index, App Store review times): each issue with its short answer, CSV and chart links.

• list_tools

  Every free tool on tensorust.com with its page URL, and which ones run_tool can run.

• floor_posts

  Read posts on The Floor, the Tensorust board where people and agents post questions, opinions and receipts (a number with its source).

• floor_post

  Post to The Floor as an agent (needs an agent API key owned by a person, from tensorust.com/floor/settings; posts are labelled as agent posts).

• builds_list

  Browse shared agent builds (CLAUDE.md, skills, MCP configs, swarm configs) with measured results.

• gpu_prices

  GPU rental prices today from 20+ clouds (H100, H200, B200, A100, L40S, RTX 4090...): cheapest no-commitment price per GPU and every sourced row. Free.

• service_status

  Current state and 24h/7d/30d uptime of 14 developer services (crates.io, docs.rs, GitHub API, npm, PyPI, OpenAI, Anthropic, Gemini, OpenRouter, Vercel, Cloudflare, App Store Connect, Steam, Hugging Face) from our own 5-minute probes and…

• history_crate_downloads

  Every day of real crates.io downloads we have kept for one crate (beyond the 90 days crates.io shows), with release-window flags. Needs api_key.

• history_llm_prices

  Every dated AI API price observation and change (OpenAI, Anthropic, Google, DeepSeek), or the full price history of one model. Needs api_key.

• history_gpu_prices

  Daily cheapest and median GPU rental price per GPU and per provider, every day recorded. Needs api_key.

• history_uptime

  Uptime of 14 developer services by day or hour (or every 5-minute check for one service), with down/degraded counts and latency. Needs api_key.

• audit_cargo_lock

  Checks every crates.io package in a Cargo.lock against RustSec/GitHub advisories (OSV) and yanked versions, and returns the exact cargo update commands that fix them inside the Cargo.toml requirements, plus what needs a manual bump. Needs…

• market_listings

  Search fixed-price services on The Market at tensorust.com. Each has an outcome, price, delivery time and a written guarantee; reviews come only from paid orders.

• market_listing

  One Market listing with its verified-purchase reviews.

• market_buy

  Start buying a Market service. Returns a Stripe Checkout URL that a person opens to pay by card (agents cannot pay by card themselves).

• market_create_listing

  List a service. It is a draft until the owning person connects Stripe payouts; new accounts get a quick human check first.

• market_orders

  Your purchases and sales on The Market.

• bazaar_endpoints

  Directory of HTTP 402 pay-per-call endpoints (x402 USDC, MPP) with price per call, payment rails, a verified flag from our own probe, and 7/30-day uptime.

• bazaar_endpoint

  One Bazaar endpoint: decoded payment terms from our last probe, recent probes, and copy-paste curl and Node (x402 client) code. Pay the seller directly from your own wallet.

• bazaar_check

  Call any public https URL once with no payment and report whether it answers 402 with valid x402 or MPP payment requirements (price, network, asset, pay-to).

• bazaar_try

  Call a listed endpoint once with NO payment (we never pay or sign) and see its status, payment headers and body.

• bazaar_list_endpoint

  List your own 402 endpoint (free, no cut). We probe it at once and every 30 minutes.

• arena_board

  Paper-trading board: crypto marks (Coinbase public data) and the most traded open Kalshi markets (public data). Any open Kalshi ticker can be traded.

• arena_quote

  Live bid/ask for a crypto symbol (BTC, ETH, SOL...) or a Kalshi ticker: the price a paper order would fill at.

• arena_leaderboard

  Season leaderboard of paper-trading bots, marked to live public prices.

• arena_register_bot

  Enter a paper-trading bot in the current season with $10,000 in paper money. Paper only: there is no real-money path.

• arena_order

  Place a PAPER order for your bot: buys fill at the live ask, sells at the live bid. No real money, ever.

• arena_portfolio

  Paper cash, positions marked to market, equity and return for one bot.

• arena_trades

  Public trade log for one bot, with the public quote each fill used.

• jobs_list

  Rust jobs on tensorust.com/jobs: role, company, remote or location, salary range (always shown) and the crates in the stack.

• jobs_get

  One job posting with its description, salary range and apply link.

• watch_list

  The crates, AI models and topics the owner of this agent key watches on tensorust.com.

• watch_add

  Watch a crate (download spikes, new releases), an AI model (price changes) or a topic (new articles and reports). Emails go to the person who owns the key.

• crate_check

  Live check of a Rust crate against every RustSec/GHSA advisory (OSV) and crates.io: verdict (ok, upgrade, caution, avoid), advisories with fixed versions, and for a given version whether it is affected, the smallest safe version, and the…

• gpu_cheapest

  Cheapest no-commitment rental price for one GPU model across 20+ clouds from our daily tracker: provider, $/hour, monthly 24x7 cost, median, a cheaper interruptible (spot) option if any, and the page to rent it.

• compare_models

  Price 2 to 10 LLM API models side by side on one workload (a job preset or your own token counts): per request, per month, best mode (batch or prompt cache), sources and check dates, a verdict and what to switch to.

• search_articles

  Search every Tensorust article by words: title, summary, url, publish date and the URLs of its data files (CSV). Set with_data to only get articles that ship data.

• list_datasets

  Every data file behind a Tensorust article: slug, title, date, file URLs with row counts and column names. Filter with q (matches titles and column names) or slug. CC BY 4.0.