Using Gemini CLI for research purposes

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Using Gemini CLI for research purposes

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Why this server?
This AI-powered MCP server is designed for Claude Code and helps with tasks like planning, code generation, and creating GitHub pull requests.
Gemini MCP
emmron
A
security
A
license
A
quality
An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.
Last updated -
23
14
JavaScript
GPL 3.0
Why this server?
MCP Compass helps AI assistants discover and understand other MCP servers through natural language, aiding in research.
MCP Compass
liuyoshio
A
security
A
license
A
quality
MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.
Last updated -
1
311
164
JavaScript
MIT License
Why this server?
Integrates with the Tavily Search API, providing optimized search capabilities for LLMs, beneficial for research.
tavily-search-mcp-server
apappascs
A
security
A
license
A
quality
An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
Last updated -
1
2
TypeScript
MIT License
Why this server?
Provides web browsing capabilities for LLMs, allowing them to access and process web content for research purposes.
mcp-server-rag-web-browserofficial
apify
A
security
A
license
A
quality
Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
Last updated -
1
149
172
JavaScript
Apache 2.0
Why this server?
Enables LLMs to interact with web pages, scrape web pages, and execute JavaScript in a real browser environment for comprehensive research.
Playwright MCP Server
pvinis
A
security
A
license
A
quality
A Model Context Protocol server that enables LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.
Last updated -
29
69
9
TypeScript
MIT License
Why this server?
Allows Claude desktop app to execute terminal commands on your computer and edit files through Model Context Protocol, which can be used to run research related tasks.
Desktop Commander MCP
MrGNSS
-
security
A
license
-
quality
A server that lets Claude desktop app execute terminal commands on your computer and edit files through Model Context Protocol, featuring command execution, process management, and advanced file operations.
Last updated -
38,005
3
MIT License
Why this server?
A specialized MCP server for Claude Desktop that allows executing terminal commands for malware analysis with support for common analysis tools, useful for security related research.
MalwareAnalyzerMCP
abdessamad-elamrani
A
security
F
license
A
quality
A specialized MCP server for Claude Desktop that allows executing terminal commands for malware analysis with support for common analysis tools like file, strings, hexdump, objdump, and xxd.
Last updated -
7
3
JavaScript
Why this server?
Provides access to various AI tools through Model Context Protocol, allowing Claude Desktop users to integrate and use Superface capabilities via API, possibly aiding in specific research tasks.
Superface MCP Serverofficial
superfaceai
-
security
A
license
-
quality
Provides access to various AI tools through Model Context Protocol, allowing Claude Desktop users to integrate and use Superface capabilities via API.
Last updated -
4
4
JavaScript
MIT License
Why this server?
Provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context for research.
mcp-ragdocs
hannesrudolph
A
security
A
license
A
quality
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
Last updated -
7
15
208
TypeScript
MIT License
Why this server?
An AI-powered MCP server that enables natural language interaction with AO (Arweave Operating system) for creating, running, and testing code and handlers without manual coding, helpful for agent development research.
Flux
asrvd
A
security
F
license
A
quality
An AI-powered MCP server that enables natural language interaction with AO (Arweave Operating system) for creating, running, and testing code and handlers without manual coding.
Last updated -
14
888,289
3
TypeScript

Using Gemini CLI for research purposes

mcp-server-rag-web-browserofficial

Superface MCP Serverofficial