vision-augment
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| VISION_AUGMENT_HOST | No | HTTP bind address | 127.0.0.1 |
| VISION_AUGMENT_PORT | No | HTTP port | 8000 |
| VISION_AUGMENT_DEBUG | No | DEBUG logging | false |
| VISION_AUGMENT_CHANNELS | No | OpenAI-compatible channel JSON array | [] |
| VISION_AUGMENT_CACHE_DIR | No | Cache directory | ~/.cache/vision-augment |
| VISION_AUGMENT_TRANSPORT | No | Transport: stdio / streamable-http | stdio |
| VISION_AUGMENT_ALLOW_URLS | No | Allow http(s) input (SSRF prevention, default off) | false |
| VISION_AUGMENT_OLLAMA_URL | No | Local Ollama address | http://127.0.0.1:11434 |
| VISION_AUGMENT_MAX_INPUT_MB | No | Input size limit | 50 |
| VISION_AUGMENT_MAX_OUTPUT_CHARS | No | Output truncation limit | 20000 |
| VISION_AUGMENT_CACHE_TTL_SECONDS | No | Cache TTL (0=disabled) | 86400 |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| mcp_vision_augment_visionA | 多模态视觉工具:为无视觉能力的 LLM 提供看图、OCR 与文档解析能力。 返回统一 JSON envelope:{task_type, tool_used, code, error, result, confidence, metadata}。 视觉理解按配置的 OpenAI 兼容通道依次降级,最后兜底本地 Ollama VL 模型; OCR 与文档解析在本地完成(RapidOCR / markitdown)。 |
| mcp_vision_augment_clear_cacheA | 清除本地结果缓存(缓存 TTL 上限由 VISION_AUGMENT_CACHE_TTL_SECONDS 控制)。 |
| mcp_vision_augment_healthA | 环境探测:检查视觉通道/Ollama/OCR/文档引擎的配置状态(不含密钥), 用于向用户反馈还缺少哪些配置及对应安装命令。 |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/CaoMeiYouRen/vision-augment'
If you have feedback or need assistance with the MCP directory API, please join our Discord server