Privi Quantum
REMOTE · PRIVI-QUANTUM.ONRENDER.COM
Quantum optimization (QAOA) for factory decisions, post-quantum signed and anchored on chain.
Available components
Last scanned (19 hours ago)
Scores higher than 58% of remote servers
Reachable. Last reached 23 Oct 2026.
Category AI and Machine Learning
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security74
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability61
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 722 tokens (~144/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management3
- Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (40% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 23 Oct 26 0
- Stability: unverified → 0.03 ▲ functional
- 22 Oct 26 69
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 23 Oct 2026 · Probed https://privi-quantum.onrender.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=onrender.com | CN=WE1,O=Google Trust Services,C=US | 21 Sept 2026 | 20 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | 6eb1e3fe7d0631ea1337bfa4a321c137 |
| SANs: onrender.com, *.onrender.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of privi-quantum.onrender.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| onrender.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://privi-quantum.onrender.com/mcp | Verified | 200 | |
| http (plaintext) | http://privi-quantum.onrender.com/mcp | HTTPS enforced | 301 | https://privi-quantum.onrender.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
pqc_scan_code Scan code for quantum-vulnerable crypto ~96
Find RSA, elliptic-curve, Diffie-Hellman, DSA, weak hashes and 128-bit ciphers that quantum computers break or weaken; returns a 0-100 readiness score and a fix per finding. Nothing is stored.
| Name | Type | Req | Description |
|---|---|---|---|
| code | string | yes | Source code or config text to scan (max 200 KB) |
| filename | string | – | Optional file name, used in the report |
No output schema declared.
No examples provided.
quantum_optimize Quantum optimize ~182
Solve a factory decision with the Quantum Approximate Optimization Algorithm. Returns the decision in plain terms, how close it is to the proven optimum, and a post-quantum signed attestation (Ed25519 + ML-DSA-87) that is anchored on chain (Base). Free.
| Name | Type | Req | Description |
|---|---|---|---|
| data | object | yes | Problem data in the shape quantum_problems describes |
| include_qasm | boolean | – | Also return the trained circuit as OpenQASM 2.0 for real quantum hardware |
| layers | integer | – | QAOA depth p (1-4). Deeper finds better answers more often but runs longer. |
| problem | string | yes | balance_lines | select_lots | split_conflicts | qubo (see quantum_problems) |
| shots | integer | – | Measurements to sample from the trained circuit (1-100000) |
No output schema declared.
No examples provided.
quantum_problems List optimization problems ~28
The ready-made problems quantum_optimize accepts and the data each one needs, with an example.
Input schema present but exposes no named parameters.
Structured output declared, but exposes no named fields.
No examples provided.
quantum_status Privi Quantum status ~30
What this server runs: algorithm, qubit limit, quantum backends, signing keys, and anchoring.
Input schema present but exposes no named parameters.
Structured output declared, but exposes no named fields.
No examples provided.
quantum_verify Verify a Privi Quantum attestation ~75
Check both post-quantum signatures, the body hash, and the on-chain anchor of a result. Free.
| Name | Type | Req | Description |
|---|---|---|---|
| attestation | – | – | Or a full attestation object (from GET /attestations/<id>) to check offline |
| attestation_id | – | – | An attestation id (qa_...) issued by this server |
No output schema declared.
No examples provided.
How do I install the Privi Quantum MCP server?
Privi Quantum is a hosted endpoint at https://privi-quantum.onrender.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · privi-quantum.onrender.com
claude mcp add --transport http canoydario847-cloud-privi-quantum 'https://privi-quantum.onrender.com/mcp'
What is the Privi Quantum MCP server?
Privi Quantum is an MCP server listed in the public MCP registry as io.github.canoydario847-cloud/privi-quantum. Quantum optimization (QAOA) for factory decisions, post-quantum signed and anchored on chain. This page covers its hosted endpoint (https://privi-quantum.onrender.com/mcp).
Is the Privi Quantum MCP server safe to use?
Privi Quantum scores 69 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Privi Quantum MCP server expose?
Privi Quantum exposes 5 tools: quantum_status, quantum_problems, quantum_optimize, quantum_verify, pqc_scan_code. Their descriptions and schemas cost roughly 411 tokens of context every time the server is loaded.
Does the Privi Quantum MCP server require authentication?
No. We connected to Privi Quantum without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Privi Quantum MCP server still maintained?
Privi Quantum is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.