IRIS - Integrated Runtime Intelligence Service (jordanaftermidnight/IRIS_project) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: there is no public source to read and no endpoint we can reach, so there is nothing for us to inspect. No publisher has claimed this listing.

C
Emerging
74/100
1 month ago

IRIS - Integrated Runtime Intelligence Service

Enables AI-powered multi-provider routing and chat through an MCP interface, with smart fallback, persistent sessions, and learning from historical performance.

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.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

jordanaftermidnight

Source: Glama

Is this your MCP?

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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.
🔐
You'll be asked for 4 credentials: ANTHROPIC_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// 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.
🔐 secretANTHROPIC_API_KEYclaude Claude Opus 4.8, Sonnet 4.6, Haiku 4.5
🔐 secretGEMINI_API_KEYgemini Gemini 3.1 Pro, 3.5 Flash, 3.1 Flash-Lite, 3.1 Flash-Image
🔐 secretGROQ_API_KEYgroq Llama 4 Scout (multimodal MoE), GPT OSS 20B/120B
configIRIS_AUDIT_LOG
configIRIS_DBexport ="$HOME/.iris/iris.db" # SQLite store path
configIRIS_LOG_FORMAT
configIRIS_LOG_LEVEL
configIRIS_SESSIONiris chat "..." --session=<id> (or =<id>) to keep
🔐 secretOPENAI_API_KEYopenai GPT-5.5, GPT-5.4 / 5.4-mini / 5.4-nano, o4-mini
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

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

All four hints declared on every tool

13/13 tools missing one or more hints — iris_chat (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); iris_providers (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); iris_health (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +10 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 inputs are validated

10/13 tool handlers declare input schemas (77%)

Declare an inputSchema with zod/joi/yup on every tool definition.

Tool handlers catch errors

Only 0/13 tool handlers wrap calls in try/catch (0%)

Wrap each tool handler body in try/catch and return a structured error response.

Tests exist

No test files found

Add tests that exercise each declared tool.

Shell command execution

4 child_process calls — runs shell commands

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 6 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/jordanaftermidnight-iris-project-1uygyc)](https://m8ven.ai/mcp/jordanaftermidnight-iris-project-1uygyc)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: ae342e6835820dc3a2e5cfa50caa5a85d5ca1763
code hash: 111e0804f85a03a7306acbace35e58a57c3262c0991fb147021a9372a07469ba
verified: 6/28/2026, 9:10:51 AM
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