Vertex Ai MCP Server
未认领MCP server for Vertex AI and Gemini tools, including grounded answers, documentation research, and filesystem workflows.
安装
bunx vertex-ai-mcp-server更多Files & Storage服务器
浏览完整目录安全概况
已认领和已认证的服务器每周接受一次静态扫描，显示代码能触及的范围（外部服务、环境变量、shell 命令、代理配置目录）以及带有已知公告的依赖。认领此列表即可获得。 安全概况的工作原理
29 个工具中显示 29 个
文档中列出的工具 (29)
内容来自项目文档。服务器握手不会验证每个工具的说明或行为。
answer_query_direct
Answers a natural language query using only the internal knowledge of the configured Vertex AI model.
answer_query_websearch
Answers a natural language query using the configured Vertex AI model enhanced with Google Search results.
architecture_pattern_recommendation
Suggests architecture patterns for specific use cases based on industry best practices, with implementation examples and considerations.
code_analysis_with_docs
Analyzes code snippets by comparing them with best practices from official documentation, identifying potential bugs, performance issues, and security vulnerabilities.
database_schema_analyzer
Reviews database schemas for normalization, indexing, and performance issues, suggesting improvements based on database-specific best practices.
dependency_vulnerability_scan
Analyzes project dependencies for known security vulnerabilities, providing detailed information and mitigation strategies.
documentation_generator
Creates comprehensive documentation for code, APIs, or systems, following industry best practices for technical documentation.
edit_file_content
Makes line-based edits to a text file, returning a diff preview or applying changes.
execute_terminal_command
Execute a shell command, optionally specifying cwd and timeout. Returns stdout/stderr.
explain_topic_with_docs
Provides a detailed explanation for a query about a specific software topic by synthesizing information primarily from official documentation found via web search.
generate_project_guidelines
Generates a structured project guidelines document (Markdown) based on a specified list of technologies (optionally with versions), using web search for best practices.
get_directory_tree
Gets a recursive tree view of files and directories as JSON.
get_doc_snippets
Provides precise, authoritative code snippets or concise answers for technical queries by searching official documentation.
get_filesystem_info
Retrieves detailed metadata (size, dates, type, permissions) about a file or directory.
list_directory_contents
Lists files and directories directly within a specified path (non-recursive).
microservice_design_assistant
Helps design microservice architectures for specific domains, with service boundary recommendations and communication patterns.
move_file_or_directory
Moves or renames files and directories.
read_file_content
Read the complete contents of one or more files. Provide a single path string or an array of path strings.
regulatory_compliance_advisor
Provides guidance on regulatory requirements for specific industries (GDPR, HIPAA, etc.), with implementation approaches for compliance.
save_answer_query_direct
Answers a query using only internal knowledge and saves the answer to a specified file path.
save_answer_query_websearch
Answers a query using web search results and saves the answer to a specified file path.
save_doc_snippet
Finds code snippets from documentation and saves the result to a specified file path.
save_generate_project_guidelines
Generates project guidelines based on a tech stack and saves the result to a specified file path.
save_topic_explanation
Generates a detailed explanation of a topic based on documentation and saves the result to a specified file path.
search_filesystem
Recursively searches for files/directories matching a name pattern, with optional exclusions.
security_best_practices_advisor
Provides security recommendations for specific technologies or scenarios, with code examples for implementing secure practices.
technical_comparison
Compares multiple technologies, frameworks, or libraries based on specific criteria, providing detailed comparison tables with pros/cons and use cases.
testing_strategy_generator
Creates comprehensive testing strategies for applications or features, suggesting appropriate testing types with coverage goals.
write_file_content
Create new files or completely overwrite existing files. The 'writes' argument accepts a single object ({path, content}) or an array of such objects.