imagine-mcp (n24q02m/imagine-mcp) is an MCP server listed on the M8ven Trust Index. It scores 69 out of 100, grade C. It declares 5 tools. No publisher has claimed this listing.

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C
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69/100

imagine-mcp

Image and video understanding + generation for AI agents -- across Gemini, OpenAI, and Grok.

→ n24q02m/imagine-mcp· listed on glama

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

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Who stands behind it

n24q02m

Source: Glama · also listed on github_repo_search

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Install from

Glamanot scored hereGitHub

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
5 tools verified — handlers match their declared behaviour
2 read-only tools verified — handlers contain no write/delete/exec
✅
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 3 credentials: CLOUDFLARE_API_TOKEN, MCP_DCR_SERVER_SECRET, MCP_RELAY_PASSWORD
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.
configCLOUDFLARE_ACCOUNT_ID
🔐 secretCLOUDFLARE_API_TOKEN
configIMAGINE_IMAGE_TAG
configIMAGINE_KV_NAMESPACE_ID
configPUBLIC_URLremote (per-JWT-sub credential isolation) when + MCP_DCR_SERVER_SECRET
🔐 secretMCP_DCR_SERVER_SECRETremote (per-JWT-sub credential isolation) when PUBLIC_URL +
configMCP_PORTHTTP bind knobs (MCP_HOST, ) apply only when PUBLIC_URL is set; see
configMCP_HOSTHTTP bind knobs (, MCP_PORT) apply only when PUBLIC_URL is set; see
configMCP_AUTH_DISABLE
configCF_ENDPOINT
configRELAY_PW
🔐 secretMCP_RELAY_PASSWORDTrust boundary: when the form is gated by a shared , the
configUNDERSTAND_MODELSOrdered model chain for understand (litellm fallback). Empty and no explicit model -> understand fails loud (no built-in default).
configMCP_TRANSPORTTwo transports (default stdio; opt into http with --http, =http,
configTRANSPORT_MODEor =http):
configIMAGINE_OUTPUT_MODEbecause the container filesystem is ephemeral (=base64).
configMCP_RELAY_URL
// quality suggestions

Tool annotations

4/5 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

1/5 tools missing one or more hints — understand (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). 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 handlers catch errors

Only 0/5 tool handlers wrap calls in try/catch (0%)

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

Tool test coverage

Only 1/5 tools referenced in tests (20%)

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

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/n24q02m/imagine-mcp)](https://m8ven.ai/mcp/n24q02m/imagine-mcp)
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commit: ff3e023b1541eabef2334eefaaec2744d6fc371c
code hash: a857c9ecded7a78037419b7f14e18a6eb80332401d321e43b0edae3328dfe246
view raw JSON →
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