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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

Tensorust

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

Checks passed
12 / 22

2 failed · 8 not measured

Median response
453 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
52

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 453 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name tensorust.

  • Pass
    Lists tools

    tools/list returned 52 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 453 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 453 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    62 of 156 parameters have a description (40%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-24T04:09:16.19214Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Tensorust

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http tensorust https://mcp.tensorust.com/mcp

Capabilities

Tools 52

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.

Discovered
arena_leaderboard

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

Discovered
arena_order

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

Discovered
arena_portfolio

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

Discovered
arena_quote

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

Discovered
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.

Discovered
arena_trades

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

Discovered
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 an enterprise api_key (https://tensorust.com/offers/enterprise-api/).

Discovered
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).

Discovered
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.

Discovered
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.

Discovered
bazaar_list_endpoint

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

Discovered
bazaar_try

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

Discovered
builds_list

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

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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).

Discovered
floor_posts

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

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
history_gpu_prices

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

Discovered
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.

Discovered
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.

Discovered
jobs_get

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

Discovered
jobs_list

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

Discovered
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.

Discovered
list_reports

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

Discovered
list_tools

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

Discovered
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).

Discovered
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.

Discovered
market_listing

One Market listing with its verified-purchase reviews.

Discovered
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.

Discovered
market_orders

Your purchases and sales on The Market.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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 an enterprise api_key (https://tensorust.com/offers/enterprise-api/).

Discovered
research_pack

Everything behind one investigation: every finding with sources, method, source list, CSV datasets with columns, and dated event records. Needs an enterprise api_key (https://tensorust.com/offers/enterprise-api/).

Discovered
research_search

Search source-linked findings from Tensorust investigations: claim, number, parsed value, entities, source URLs, check date, article and CSV links. Needs an enterprise api_key (https://tensorust.com/offers/enterprise-api/).

Discovered
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)

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
watch_list

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

Discovered
wll_product

What the Wallet Lot Ledger returns (per-wallet cost basis lots, Form 1099-DA transfer-in match, Form 8949 rows with evidence on every row), the REST paths and the prices.

Discovered
wll_transfer_in_exposure

Free check for a crypto wallet (btc, eth or sol address): which outbound transfers went to a US-broker-like destination (labelled exchange wallet, deposit address swept to one, or exchange-style consolidation on Bitcoin). Those units are noncovered on Form 1099-DA: the broker reports proceeds with box 9 checked and no cost basis, so the taxpayer must supply basis on Form 8949 (box H or K). Returns units, time and transaction hash per transfer. Read-only public chain data, not tax advice. The paid lot ledger (GET https://api.tensorust.com/v1/wll/lots/{chain}/{address}, $25 over x402) rebuilds the lots and basis behind each transfer.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected453 ms52