Discover Top MCP Servers - Improve Your AI Workflows
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Found a total of 103 results related to
Z
Zen MCP Server
Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.
Python
21.3K
5 points
C
Claude Code Gemini MCP
This project builds a bridge between Claude Code and Google Gemini AI, enabling direct calls to Gemini in the Claude Code environment for Q&A, code review, and creative brainstorming, providing a convenient AI collaboration tool.
Python
9.1K
3 points

MCP Server Gemini
An MCP server project that enables interaction between Claude Desktop and Google Gemini AI models
TypeScript
9.7K
3 points

Lotus MCP
LOTUS-MCP is an open-source model coordination protocol that integrates the two major AI models, Mistral and Gemini, providing a unified interface, context sharing, and tool integration to achieve intelligent routing and cost optimization.
Python
11.7K
2.5 points

Gemini Search
An MCP server based on the Gemini API and Google Search, which provides intelligent answering functions for the latest information when used in conjunction with an AI assistant (such as Cline).
TypeScript
7.7K
2.5 points

Kontxt
Kontxt MCP Server is a codebase context analysis service based on the Gemini model, providing codebase understanding tools for AI clients and supporting multiple transport protocols and context attachment functions.
Python
6.7K
2.5 points
R
Rpgmaker Mz MCP
This is a tool that provides a complete MCP server for RPG Maker MZ game development, supporting the automatic generation of game projects, maps, events, database content, and game assets through MCP tools and AI (Gemini), enabling programming - based or AI - driven game development without a GUI.
TypeScript
9.1K
2.5 points

MCP Xray Python
An automated test case generation tool that connects Jira and Gemini AI. It extracts requirement information from Jira through the MCP protocol, uses Gemini to intelligently generate test cases, and automatically creates them in Jira/Xray.
Python
8.9K
2.5 points

Inkeep MCP
Inkeep MCP is a universal document connector based on the Model Context Protocol (MCP). It connects local AI tools (such as Gemini CLI, Claude Desktop) with the "AI Q&A" function of any document website using the Inkeep service (such as Langfuse, Render, etc.) through browser simulation, allowing AI assistants to directly query official documentation.
Python
5.5K
2.5 points

Second Opinion MCP Server
A code problem-solving service that combines various AI and community resources. By integrating the analyses of Gemini AI, Stack Overflow, and Perplexity AI, it provides developers with multi - perspective programming solutions.
TypeScript
6.1K
2.5 points
C
Claude Team MCP
Claude Team is a multi - agent MCP server that enables intelligent task distribution, preset workflow templates, and a custom expert system by configuring multiple AI models (such as GPT, Claude, Gemini) to work together, for automated collaboration on complex development tasks.
TypeScript
7.0K
2.5 points

Gemini MCP Server
The Gemini MCP Server is a middleware designed for the Claude desktop application, enabling image generation through Google's Gemini AI model. This project provides a convenient installation and configuration wizard, supports Docker containerized deployment, and allows users to customize generation parameters.
JavaScript
5.2K
2.5 points

Revolver Orchestrator MCP
An AI planning system integrating Google Gemini CLI and Claude Code, providing functions such as automatic planning and execution, persistent context management, and MCP integration.
TypeScript
7.0K
2.5 points

Waifu Queue
An asynchronous conversation AI service based on the Google Gemini API, which processes requests through a Redis queue and provides an MCP protocol-compatible API interface.
Python
8.7K
2.5 points

MCP Gemini Docs
An MCP server that provides AI assistants with access to Gemini API documentation, supporting local reading and searching of documents.
TypeScript
5.7K
2.5 points

Senior Consult MCP
Senior Consult MCP is an MCP server that allows AI agents to consult multiple top - tier models (such as Claude, GPT, Gemini, etc.) to obtain technical architecture suggestions, code reviews, and solutions to complex problems without switching contexts.
TypeScript
5.4K
2.5 points

Langextract MCP
The LangExtract MCP Server is a FastMCP - based server that extracts structured information from unstructured text through the Google Gemini model, providing text information extraction capabilities for AI assistants such as Claude Code and supporting smart caching and persistent connections.
Python
0
2.5 points

Sub Agents MCP
This is an MCP server project that allows users to define AI sub - agents for specific tasks (such as code review, test writing) in Markdown files and execute them in any MCP - compatible tool through the Cursor, Claude Code, or Gemini CLI backends, realizing the reuse of AI sub - agent workflows across IDEs.
TypeScript
6.0K
2.5 points
B
Banana Image MCP
Banana Image MCP is an AI image generation server based on the MCP protocol, enabling assistants like Claude to use Google Gemini models to generate high - quality images, supporting 4K resolution and intelligent model selection.
Python
7.4K
2.5 points

Vertex Ai MCP Server
This project is an MCP server based on Google Cloud Vertex AI Gemini model, providing a rich toolset for code assistance and general Q&A, supporting web search-enhanced answers, document explanation generation, file system operations, and other functions.
TypeScript
12.3K
2.5 points

Langchain MCP Chat Platform
A chat platform integrating LangChain, a custom MCP server, and Google Gemini AI model, providing enhanced conversation functions.
Python
10.1K
2.5 points

Gemini Data Analysis & Research
A data analysis and research MCP server based on the Gemini Flash 2 AI model, providing functions such as data parsing, intelligent analysis, report generation, and automatic email sending.
TypeScript
9.8K
2.5 points

Deepre
DeepRe is a Deno-based AI-driven CLI tool that automatically generates in-depth research reports using Google Gemini API. It supports multi-round iterative research and automatic evaluation, and outputs structured Markdown reports.
TypeScript
8.6K
2.5 points

Gemforge MCP
GemForge is an enterprise-level tool that connects Google Gemini AI with the MCP ecosystem. It provides functions such as real-time web access, advanced reasoning, code analysis, and multi-file processing. It supports more than 60 file formats and has intelligent model selection and a powerful error handling mechanism.
TypeScript
10.2K
2.5 points
A
Aistudio MCP Server
The AI Studio MCP Server is a model context protocol server integrated with Google AI Studio/Gemini API, providing content generation functions that support files, conversation history, and system prompts.
TypeScript
12.3K
2.5 points
A
Agents Council
Agents Council is an AI agent collaboration tool based on the MCP protocol, which allows different AI agent sessions (such as Claude Code, Codex, Gemini, etc.) to communicate and collaborate across sessions without additional infrastructure. It realizes communication between agents through a central MCP server, supports session retention, human - participation monitoring, summoning of Claude agents, etc., to help developers solve complex tasks.
TypeScript
4.7K
2.5 points

Gemini Data Analysis Research MCP Server
A data analysis and research MCP server based on the Gemini Flash 2 AI model, providing functions such as data parsing, statistical analysis, research report generation, and automatic email sending.
TypeScript
9.9K
2.5 points

Mcpmongo
This project encapsulates MongoDB database operations as an AI tool through the MCP protocol, enabling interactive terminal operations between Gemini AI and MongoDB.
JavaScript
5.4K
2.5 points
M
MCP Tailwind Gemini
The MCP Tailwind Gemini Server is an advanced Tailwind CSS server integrated with Gemini AI, providing intelligent component generation, design optimization, and cross-platform support, suitable for various development environments and frameworks.
TypeScript
6.8K
2.5 points

Zulipchat MCP
The ZulipChat MCP Server is a protocol service that connects AI assistants to the Zulip chat platform. It supports multiple MCP clients such as Claude and Gemini, provides core functions such as message sending and receiving, search, and user management, and uses a two - tier tool architecture to optimize the AI experience.
Python
6.6K
2.5 points
G
Gemini Bridge
Gemini Bridge is a lightweight MCP server that connects AI programming assistants to Google Gemini AI through the official CLI, supporting multi - client interaction without API costs.
Python
0
2.5 points

Scientific Paper Analyzer (Gemini)
A basic MCP application that combines a FastAPI backend and a Gradio frontend, supporting interaction with AI models through a simple interface and integrating the Google Gemini API to implement paper search and analysis functions.
Python
9.9K
2.5 points

Ai Vision MCP
An AI vision analysis MCP server based on Google Gemini and Vertex AI, supporting multimodal analysis of images and videos, providing functions such as object detection and image comparison, and can be integrated into various MCP clients.
TypeScript
8.6K
2.5 points
M
MCP Codebase Index
A semantic codebase search server based on the MCP protocol, using Gemini embeddings and Qdrant vector storage to provide code understanding and search functions for AI editors.
TypeScript
9.4K
2.5 points
D
Deep Code Reasoning MCP
An MCP server that combines Claude Code and Google Gemini AI to achieve in - depth code analysis through multi - model collaboration. Claude is good at local context operations and CLI workflows, while Gemini uses its ultra - large context window for distributed system debugging and long - trace analysis.
TypeScript
9.2K
2.5 points
M
MCP Gemini Google Search
A server based on the MCP protocol that utilizes the built-in Google Search function of Gemini to provide real-time web search services, supporting two access methods, Google AI Studio and Vertex AI.
TypeScript
8.8K
2.5 points

Brave Gemini Research MCP Server
A modern MCP server implementation that provides web search and research paper analysis functions for AI assistants through the Brave Search API and Google's Gemini model.
TypeScript
9.3K
2.5 points
M
MCP Gemini Grounding
An MCP server based on the Gemini API, providing AI - driven web search and summarization services, capable of synthesizing information and returning comprehensive answers with references.
Go
7.7K
2.5 points

Task Manager MCP
An MCP server integrated with an AI code editor that optimizes Cursor's proxy capabilities through the million - token context window of Gemini 2.5 and task management features.
TypeScript
9.3K
2.5 points
G
Gemini Nanobanana MCP
The Gemini Nanobanana MCP is a Claude plugin that allows users to generate AI images through text descriptions. It integrates Google Gemini 2.5 Flash image generation functionality and supports various image editing and creation methods.
JavaScript
7.9K
2.5 points