Back to MCP Trust Indexm8ven
C
Emerging
74/100
11 hours ago

isingq-mcp

MCP server for modeling optimization problems as QUBO and solving them via IsingQ cloud with local validation and user confirmation.

→ ising-tech/isingq-toolkit· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

ising-tech

Source: Glama

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configISINGQ_BASE_URL
configISINGQ_TIMEOUT_SECONDS
// quality suggestions

Tool annotations

6/10 tools have annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

7/10 tools missing one or more hints — isingq_knowledge_get (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); isingq_modeling_guide_get (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); isingq_qubo_validate (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +4 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool test coverage

7/10 tools referenced in tests (70%)

Write tests that reference each tool by name so every tool has at least one test.

Shell command execution

3 child_process/subprocess calls in production code — runs shell commands (src/hosts.js:126, packages/core/src/setup.js:69, packages/core/src/setup.js:88)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/ising-tech-isingq-toolkit-1aq8ys)](https://m8ven.ai/mcp/ising-tech-isingq-toolkit-1aq8ys)
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commit: 98e852c721d71100d98a4a60ba18c020d20af099
code hash: 9d02ce089d74c16929d00960979c3ebee9cabbab3efd1c5bc87b10eb730e400b
verified: 8/19/2026, 9:15:57 AM
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