Vertex Ai MCP Server

Unclaimed

by shariqriazz

MCP server for Vertex AI and Gemini tools, including grounded answers, documentation research, and filesystem workflows.

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$bunx vertex-ai-mcp-server

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Tools (29)

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.