Schema | google-search-mcp-v2

google-search-mcp-v2

Describes the environment variables required to run the server.

Name	Required	Description
`GLM_API_KEY`	No	API key for ZhiPu GLM AI vision analysis
`VISION_MODEL`	No	Specify which vision model to use (e.g., glm-4.6v, gpt-4o, claude-3.5-sonnet)
`OPENAI_API_KEY`	No	API key for OpenAI GPT vision analysis
`ANTHROPIC_API_KEY`	No	API key for Anthropic Claude vision analysis

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.

Features and capabilities supported by this server

Protocol revision2025-11-25

Capability	Details
`tools`	{}

Functions exposed to the LLM to take actions

Name	Description
google_searchC	使用 Google 搜索并返回结果
fetch_urlB	提取单个网页内容，返回标题和正文
batch_fetch_urlsA	批量提取多个网页的内容（并行处理，速度更快）
search_and_extractC	搜索后自动提取前N个结果的完整内容
search_by_imageB	上传产品图片，搜索相似产品参考图（双平台: Google + Pinterest，支持 AI 视觉分析，S/A/B/C 质量评分）

Interactive templates invoked by user choice

Name	Description
No prompts

Contextual data attached and managed by the client

Name	Description
No resources

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curl -X GET 'https://glama.ai/api/mcp/v1/servers/ye4wzp/google-search-mcp-v2'

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