Emerging

74/100

5 days ago

deepseek-vision-mcp

Item: deepseek-vision-mcp
Rating: 74
Author: M8ven

Provides vision capabilities to text-only LLMs by acting as a cloud vision adapter layer, enabling image understanding and OCR text extraction through a single MCP tool.

→ dclddb/deepseek-vision-mcp · 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.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every push why connect →

Who stands behind it

dclddb

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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 1 credential: VISION_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.

🔐 secretVISION_API_KEY视觉 API 的 key 无，必填

configVISION_API_BASE_URLOpenAI 兼容 Chat 接口 base URL 无，必填

configVISION_OCR_ENDPOINTPaddleOCR 专用 OCR 接口完整地址无（用 PaddleOCR 时填）

configVISION_OCR_MODELmode=ocr 使用的模型无，必填

configVISION_FULL_MODELmode=full 使用的模型无，必填

configVISION_CACHE_ENABLED缓存总开关 true

configVISION_CACHE_SCOPEglobal / project / none global

configVISION_CACHE_DIR缓存目录覆盖（空=平台默认）空

configVISION_CACHE_TTL_DAYS缓存有效期（天） 30

configVISION_CACHE_MAX_SIZE_MB缓存最大容量（MB） 128

configVISION_FALLBACK_ENABLEDfallback 开关 false

configVISION_RETRY_MAX临时错误重试上限 2

configVISION_TIMEOUT单次 API 超时（秒） 60

// 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

1/1 tools missing one or more hints — analyze_image (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 test coverage

Only 0/1 tools referenced in tests (0%)

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 3 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/dclddb-deepseek-vision-mcp-f148b9)](https://m8ven.ai/mcp/dclddb-deepseek-vision-mcp-f148b9)

Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.

commit: a03283aa44bd74afd2c0d4780b31902c5cb1b43b

code hash: 6bf91d749c634f5413424e6c475a2f2b4d5a55672284536d2b4f5bfde556bfbd

verified: 8/17/2026, 9:18:34 AM

view raw JSON →

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