Cosa SAI (Gemini Docs)
A document query MCP server based on the Gemini API, providing intelligent Q&A services for technical documents.
rating : 2.5 points
downloads : 29
What is the Gemini Docs MCP Server?
The Gemini Docs MCP Server is a powerful tool that provides access to various technical documents through the Gemini API. It can answer questions about the documents, helping users learn quickly and solve problems.How to use the Gemini Docs MCP Server?
Simply enter the technology and question you want to query, and the server will provide you with detailed answers. You can check the feasibility of tasks, get programming advice, or learn about best practices.Applicable Scenarios
Suitable for developers who need to quickly find technical documents, solve coding problems, or learn new technologies.Main Features
Support for Multiple TechnologiesCovers a wide range of technical fields, including some niche or less - known technologies.
Powerful Document Query CapabilityDirectly access complete documents through the Gemini API, providing more comprehensive information.
Diverse Query MethodsProvides multiple query interfaces, such as checking task feasibility and getting programming advice.
Advantages and Limitations
Advantages
Access a filtered knowledge base to avoid false information.
Overcome the context window limitation and provide more abundant information.
Provide more complex problem - solving, such as alternatives or best practices.
Directly access the full text without chunking the document.
No need for a complex retrieval system as the Gemini API itself is powerful enough.
Limitations
Documents are not updated in real - time and may not reflect the latest changes.
There is a context window limitation, and some large documents may not be fully loaded.
The response speed is slow, especially during the first query.
How to Use
Install the Server
Automatically install and start the server through the Smithery tool.
Configure the Client
Enable the server in the client settings and fill in the API key.
Start Querying
Enter your question and wait for the server to return an answer.
Usage Examples
Check Task FeasibilityVerify if a certain algorithm can be implemented in Python.
Get Programming AdviceProvide improvement suggestions for a piece of code.
Frequently Asked Questions
Does the server support real - time document updates?
Why is the query speed slow?
Related Resources
Gemini API Documentation
The official documentation of the Gemini API.
GitHub Project Address
The open - source code repository of the project.
Featured MCP Services

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
823
4.3 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
79
4.3 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
130
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
554
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.6K
4.5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
745
4.8 points