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Tensorust Ontology MCP Server

not responding

Tensorust Ontology is listed as active in the registry but did not answer our last check. It exposes 12 tools.

US ownership graph, BDC loan marks, banned-vendor exposure, ROAD Act checks, 145-dataset catalog

Uptime history 69 hours of history · worst hour 0%
69 hours agonow
0.0%
Uptime 24h
0 of 91 checks
12
Tools
read from the server
136 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 7

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 6 November 2026. No other catalogue keeps this.

6 Nov 6 tools appeared credit_disagreements, credit_q3_cuts, exposure_awards and 3 more
6 Nov a tool changed version

Tensorust Ontology does not always answer

Over the last week it answered 10.5% 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 11 min ago.

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

Available tools 12

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

exposure
exposure_awards
Search the Research Exposure Ledger's awards. Filter by list (BIOSECURE, 1260H, UFLPA, SEC889, FCC_COVERED), vendor id (bgi, mgi, novogene, wuxi_apptec, dji, autel, hikvision, dahua, huawei, unitree, tp_link...), agency, attribution tier (likely_paid, narrow, broad), institution, or free text (award number, recipient, project title). Returns totals for the filter and up to 25 awards, largest FY2025 obligation first, with vendors, lists, rule status and project end date. Free.
exposure_institution
For a university, hospital or other federal award recipient (name or UEI): how many of its federal awards have 2025-26 papers naming a listed vendor (BGI/MGI, Novogene, WuXi AppTec, DJI, Hikvision, Huawei and others) in methods, the FY2025 dollars, the split by list and by rule status (e.g. BIOSECURE no-grace vs grace-eligible, Section 889 in force), and its largest awards. Free: totals and the 5 largest awards. full=true: every award with the evidence sentence and paper link, $0.05 per call over x402 (USDC on Base) or with a Tensorust key.
exposure_summary
Research Exposure Ledger headline numbers: federal research awards whose 2025-26 papers name a vendor on a banned-vendor list (DoD 1260H Chinese military companies, Section 889 telecom/video, FCC Covered List, UFLPA forced-labor entity list, BIOSECURE biotech companies of concern) as the sequencing, contract-research, drone, camera or network provider they used. Per list: listed vendors and listing dates, papers, awards, FY2025 dollars (broad, narrow-attribution and most-likely-paid cuts), institutions, direct federal purchases; per rule (Section 889 grants ban, American Security Drone Act, BIOSECURE grace period, UFLPA import ban): award counts by status; top agencies and institutions. Lists are re-pulled from the Federal Register, eCFR, FCC and DHS, and every award is re-scored when one changes. Free.
credit
credit_disagreements
US companies whose first-lien loan two or more BDC managers mark 10+ points apart at 2026-06-30 (SEC filings), widest gap first: borrower, lowest and highest manager, marks and par. Free: the top 10. full=true: the full list with every fund's mark, par, prior-quarter mark and filing link, $0.25 per call over x402 (USDC on Base) or with a Tensorust key.
credit_q3_cuts
Live through earnings season: BDC funds that cut a first-lien loan's mark by 5+ points from Jun 30 to Sep 30 2026, pulled from each Q3 10-Q on EDGAR the day it is filed, biggest cut first, with the holders that have not filed Q3 yet and still carry the same loan 5+ points higher (likely next markdowns). Free: the top 10. full=true: every cut with every pending holder, $0.25 per call over x402 (USDC on Base) or with a Tensorust key.
aircraft
aircraft_owner
Look up a US turbine aircraft by N-number (or search by registered owner name): registered owner, whether it is held by an owner trustee, model, and its FCC radio altimeter rebate category and proposed rebate.
lender
lender_marks
Private credit marks for a US company: every BDC (business development company) fund that holds its first-lien term loan, the fair value each reported as a share of par in its 10-Q for 2026-06-30 (SEC filings), the manager (Ares, Blue Owl, Goldman, Golub, Apollo...) and how far the lenders disagree. A low mark by one manager tends to lead: lenders 10-20 points above the lowest peer cut by 5+ points the next quarter 20.4% of the time vs 2.8% when lenders agree. Free: lowest and highest manager mark, the gap and three funds. full=true: every fund's mark, par, prior-quarter mark and filing link, $0.05 per call over x402 (USDC on Base) or with a Tensorust key.
lookup
lookup_organization
Resolve a company or organization name to its Tensorust Ontology card: legal entity or control group, data sources, linked objects by type (homes owned, control group members, subsidiaries, FCC licenses, federal awards, E-Rate requests) and the federal rules that apply to it, with status. Free: counts and previews. full=true: every linked object and property, $0.05 per call over x402 (USDC on Base) or with a Tensorust key.
object
get_object
Expand any ontology id (e.g. 'org:LOCKHEED MARTIN', 'cg:632693', 'rule:ROAD-1001') into its card. Free tier returns counts and previews; full=true returns every linked object and property for $0.05 per call over x402 (USDC on Base), or with a Tensorust key.
organizations
search_organizations
Search organizations, control groups and other objects by name. Returns up to 15 matches with ids, types, number of sources and links.
rule
rule_coverage
List the federal rules Tensorust models (ROAD Act investor ban, DoD SF 328 ownership disclosure, FCC foreign adversary attestation, Upper C-band elections, E-Rate deadlines) with counts and the first organizations each applies to. Pass rule_id for one rule (first 25 names, free); add full=true for the full named list with evidence, $0.25 per call over x402 (USDC on Base), or with a Tensorust Radar or Ontology key.
who
who_owns_home
Given a US street address and ZIP, return the owner of record and, if it is a business entity, its parent control group, how many homes the group holds and whether it is a large institutional investor under the ROAD Act (350+ homes). Coverage: entity-owned single-family homes in 17 large counties (Houston, Dallas, Fort Worth, San Antonio, Austin, Plano, Phoenix, Las Vegas, Atlanta metro, Tampa, Orlando, Jacksonville, Charlotte, Memphis).

Endpoints

URLTransportStateLatencyChecked
https://shop.tensorust.com/api/mcp streamable-http answering 136 ms 11 min ago

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Tensorust Ontology — questions

Answers built from our own checks of this server.

What can Tensorust Ontology do?
It exposes 12 tools, read directly from the server on our last check. Among them: aircraft_owner, credit_disagreements, credit_q3_cuts, exposure_awards, exposure_institution, exposure_summary and 6 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 Ontology mostly used for?
Its tools cluster around exposure and credit. 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 Ontology working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 91 checks got a reply (0.0%), average response time 136 ms. The bar chart above shows every period we have measured.
The registry lists Tensorust Ontology 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 Ontology?
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 Ontology need an API key?
No. Tensorust Ontology completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 12 of them are readable on this page. This is what we observed, not what the docs claim.