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Glama
alexcong

Gemini DeepSearch MCP

by alexcong

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GEMINI_API_KEYYesYour Gemini API key
LANGSMITH_API_KEYNoYour LangSmith API key for tracing
LANGSMITH_TRACINGNoEnable LangSmith tracingtrue

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

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
deep_searchC

Perform a deep search on a given query using an advanced web research agent.

Args: query: The research question or topic to investigate. effort: The amount of effect for the research, low, medium or hight (default: low).

Returns: A dictionary containing the file path to a JSON file with the answer and sources.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.1/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of ambiguity or overlap between tools. The single tool 'deep_search' has a clear, distinct purpose focused on performing deep web research.

Naming Consistency5/5

A single tool inherently has perfect naming consistency, as there are no other tools to compare it against. The name 'deep_search' follows a clear verb_noun pattern and is descriptive of its function.

Tool Count2/5

A single tool is generally too few for most server purposes, as it limits functionality and flexibility. While it might suffice for a very narrow scope, it feels thin and incomplete for a server named 'Gemini DeepSearch MCP', which suggests broader research capabilities.

Completeness2/5

The server is severely incomplete for a deep search/research domain. There are no tools for refining searches, managing search history, filtering results, or handling different types of queries. The single tool provides a basic search function but lacks the comprehensive coverage expected for a research-oriented server.

Maintenance

ActivityInactive
ResponsivenessNo issues