google-search-mcp-v2
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| 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 |
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 | {} |
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） |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 5 tools
Each tool has a distinct purpose, but search_and_extract combines functionality of google_search and batch_fetch_urls, which could cause some ambiguity for agents that only need raw search results.
Naming conventions are mixed: google_search is branded, fetch_url/batch_fetch_urls follow verb_noun, while search_and_extract and search_by_image use different patterns (verb_and_verb, verb_prep_noun).
With 5 tools covering basic search, content extraction, and image search, the count is well-scoped for a search-focused server without unnecessary bloat.
Core operations (search, fetch, combined, image search) are covered, but missing pagination and advanced search filters represent minor gaps for more complex workflows.