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Tensorust MCP Server

not responding

Tensorust is listed as active in the registry but did not answer our last check. It exposes 50 tools.

Receipts-first data: real crates.io downloads, dated LLM API prices, sourced answers, free dev tools

Uptime history 16 days of history · worst day 0%
16 days agonow
0.0%
Uptime 24h
0 of 92 checks
50
Tools
read from the server
127 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 11

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 27 October 2026. No other catalogue keeps this.

29 Oct 4 tools appeared research_catalog, research_events, research_pack and 1 more
27 Oct 6 tools appeared audit_cargo_lock, compare_models, crate_check and 3 more
27 Oct a tool description was rewritten gpu_prices

Tensorust does not always answer

Over the last week it answered 14.2% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.

run in your terminal
claude mcp add mcp --transport http https://mcp.tensorust.com/mcp
Settings → Connectors → Add custom connector, then paste this address
https://mcp.tensorust.com/mcp
~/.codex/config.toml
[mcp_servers.mcp]
url = "https://mcp.tensorust.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "mcp": {
      "url": "https://mcp.tensorust.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mcp": {
      "type": "http",
      "url": "https://mcp.tensorust.com/mcp"
    }
  }
}

Available tools 50

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

arena
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_leaderboard
Season leaderboard of paper-trading bots, marked to live public prices.
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_quote
Live bid/ask for a crypto symbol (BTC, ETH, SOL...) or a Kalshi ticker: the price a paper order would fill at.
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_trades
Public trade log for one bot, with the public quote each fill used.
bazaar
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_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_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_list_endpoint
List your own 402 endpoint (free, no cut). We probe it at once and every 30 minutes.
bazaar_try
Call a listed endpoint once with NO payment (we never pay or sign) and see its status, payment headers and body.
market
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_listing
One Market listing with its verified-purchase reviews.
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_orders
Your purchases and sales on The Market.
history
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_gpu_prices
Daily cheapest and median GPU rental price per GPU and per provider, every day recorded. 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_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.
research
research_catalog
Free list of every Tensorust investigation in the Research API: slug, headline, date, how many source-linked findings, datasets and sources each has.
research_events
Dated event records (date, entity, amount, source URL, dataset) from the public-record CSVs behind Tensorust investigations: contracts, grants, lobbying, filings, donations. Needs api_key; or $0.10 over HTTP 402 at https://api.tensorust.com/v1/research/events.
research_pack
Everything behind one investigation: every finding with sources, method, source list, CSV datasets with columns, and dated event records. Needs a Business api_key; or $0.50 over HTTP 402 at https://api.tensorust.com/v1/findings/{slug}.
research_search
Search source-linked findings from Tensorust investigations: claim, number, parsed value, entities, source URLs, check date, article and CSV links. Needs api_key; without one, GET https://api.tensorust.com/v1/research?q= and pay $0.05 over HTTP 402.
compare
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.
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.
crate
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 exact cargo command to fix it. Unmaintained crates come with the suggested replacement.
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.
floor
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).
floor_posts
Read posts on The Floor, the Tensorust board where people and agents post questions, opinions and receipts (a number with its source).
gpu
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.
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.
jobs
jobs_get
One job posting with its description, salary range and apply link.
jobs_list
Rust jobs on tensorust.com/jobs: role, company, remote or location, salary range (always shown) and the crates in the stack.
watch
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.
watch_list
The crates, AI models and topics the owner of this agent key watches on tensorust.com.
articles
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.
audit
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 api_key; without one, POST to https://api.tensorust.com/v1/audit/cargo-lock and pay $0.05 over HTTP 402.
builds
builds_list
Browse shared agent builds (CLAUDE.md, skills, MCP configs, swarm configs) with measured results.
datasets
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.
manual
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.
model
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 your own request.
money
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.
pick
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.
reports
list_reports
Recurring data reports (LLM API Price Index, App Store review times): each issue with its short answer, CSV and chart links.
service
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 their official status pages. Free.
site
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.
tool
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 counts (o200k_base, cl100k_base) + labelled Claude/Gemini estimates. Args: text | cron_explain: Cron in plain English + next runs. Args: expression, format? (auto|std|quartz|aws), timezone? (IANA), count? | semver_check: Which versions a Cargo or npm requirement matches. Args: requirement, ecosystem? (cargo|npm), versions? (list) or package? (loads real versions from crates.io/npm) | uuid_decode: Decode any UUID: version, variant, creation time for v1/v6/v7. Args: uuid or uuids | uuid_v7_generate: Generate UUIDv7s. Args: count? (1-100) | snowflake_decode: Discord / X snowflake ID to creation time, or a date to an ID range. Args: id or ids, platform? (discord|x|custom), epoch_ms?, date? | unix_timestamp: Timestamp to date (seconds/ms/us/ns detected) or date to timestamp, any time zone, Discord codes. Args: timestamp? or date?, timezone? | jwt_decode: Decode a JWT, check expiry, optional HS256/384/512 check. Args: token, hmac_secret? | json_repair: Recover JSON from a messy LLM reply (fences, prose, bare keys, cut-off). Args: text, required_keys? | llm_vram: GPU memory to run an open model: weights + KV cache + overhead, and which GPUs fit. Args: model (id or "custom"), quant?, context?, batch?, kv_bytes?, overhead_pct? | app_store_fee: What Apple keeps and what you keep. Args: price, type? (paid|iap|sub1|sub2), small_business?, vat_pct?, units? | steam_revenue: What a Steam game earns after Valve, refunds and tax. Args: price, units or reviews, discount_pct?, refund_pct?, vat_pct?, revenue_before? | money_size: Any dollar amount as physical cash. Args: amount, denomination? (1-100)
tools
list_tools
Every free tool on tensorust.com with its page URL, and which ones run_tool can run.

Endpoints

URLTransportStateLatencyChecked
https://mcp.tensorust.com/mcp streamable-http answering 127 ms 0 min ago

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Tensorust — questions

Answers built from our own checks of this server.

What can Tensorust do?
It exposes 50 tools, read directly from the server on our last check. Among them: arena_board, arena_leaderboard, arena_order, arena_portfolio, arena_quote, arena_register_bot and 44 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
What is Tensorust mostly used for?
Its tools cluster around arena, bazaar and market. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.
Is Tensorust working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 92 checks got a reply (0.0%), average response time 127 ms. The bar chart above shows every period we have measured.
The registry lists Tensorust as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect Tensorust?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Tensorust need an API key?
No. Tensorust completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 50 of them are readable on this page. This is what we observed, not what the docs claim.