MCP Vision Server (rosecat2359/mcp-vision-server) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.
A versatile MCP server that adds vision capabilities (image analysis, OCR, image/video generation) to AI models lacking native vision, with support for multiple providers and automatic task routing.
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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rosecat2359
Source: Glama
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Install from
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Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
Trubo: Login callback CSRF/session fixation
Turbo: Unexpected local code execution during Yarn Berry detection
AGNES_API_KEY"": "sk-xxx"AGNES_BASE_URL否 https://apihub.agnes-ai.com/v1AGNES_DEFAULT_MODEL否 agnes-2.0-flashVISION_PROVIDER"": "openai",IMAGE_PROVIDER"": "agnes",VIDEO_PROVIDER"": "agnes",PROVIDER_FALLBACK备选 Provider 列表（逗号分隔） —VISION_MODEL"": "gpt-4o",IMAGE_GEN_MODEL"": "dall-e-3"IMAGE_EDIT_MODELedit_image 图片编辑模型VIDEO_ANALYSIS_MODELanalyze_video 视频分析模型VIDEO_GEN_MODELgenerate_video 视频生成模型OPENAI_API_KEY"": "sk-xxx"OPENAI_BASE_URLOPENROUTER_API_KEYOpenRouter openrouter.ai/api/v1 Vision, Image EditOPENROUTER_BASE_URLGROQ_API_KEYGroq api.groq.com/openai/v1 VisionGROQ_BASE_URLCUSTOM_BASE_URL"": "http://localhost:8080/v1",CUSTOM_API_KEY"": "sk-local-xxx"CUSTOM_PROVIDER_NAMEVISION_PROVIDERS_CONFIGDATABASE_URLTool 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
7/7 tools missing one or more hints — analyze_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); extract_text (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_image (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.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tool test coverage
Only 0/7 tools referenced in tests (0%)
Write tests that reference each tool by name so every tool has at least one test.
Domain consistency
npm scope @mcp-hub doesn't match GitHub owner rosecat2359
Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.
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