Discover Top MCP Servers - Improve Your AI Workflows
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Found a total of 134 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
19.0K
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
9.0K
3 points

MCP Server Gemini
An MCP server project that enables interaction between Claude Desktop and Google Gemini AI models
TypeScript
9.6K
3 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
6.1K
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
7.4K
2.5 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
12.1K
2.5 points

Gomcptest
This project is a proof-of-concept (POC) that demonstrates how to implement the Model Context Protocol (MCP) through a custom host for testing agentic systems. Core features include OpenAI-compatible API, Google Gemini integration, streaming response support, and tool invocation capabilities.
Go
8.2K
2.5 points

Yellhorn MCP
Yellhorn MCP is a model context protocol server that provides full codebase context support for code assistants by integrating the capabilities of Gemini and OpenAI, enabling development task planning, code review, and isolated environment creation.
Python
10.0K
2.5 points

Qhdrl12 MCP Server Gemini Image Generator
An MCP server based on Google's Gemini model, providing text-to-image generation and image transformation functions, supporting high-quality image generation, smart file name generation, and local storage.
Python
10.2K
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
8.0K
2.5 points

Gemini 2.5 Pro
Implementation of the Gemini MCP Server, supporting interaction between Claude Desktop and the Google Gemini 2.5 Pro Experimental model
JavaScript
8.9K
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
5.4K
2.5 points

Gemini Thinking
A thinking analysis server based on the Gemini API, providing the ability to decompose and think about complex problems
JavaScript
8.6K
2.5 points

Openrouter Search Server
This is an MCP server project based on the OpenRouter API, providing network search functionality and using a specific Gemini model to return raw text results.
TypeScript
10.2K
2.5 points

Gemsuite (Google Gemini)
GemSuite MCP is the most comprehensive Gemini API integration server. It provides optimal performance, lowest token cost, and seamless integration through intelligent model selection, and supports various file processing and complex tasks.
TypeScript
5.5K
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
6.2K
2.5 points

Gemini Api Docs MCP
A local STDIO MCP server that provides tools for searching and retrieving Google Gemini API documentation, supporting full-text search and automatic content updates
Python
5.7K
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
4.7K
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
8.4K
2.5 points

Gemini Function Calling + Model Context Protocol(mcp) Flight Search
This project demonstrates how to use Google's Gemini 2.5 Pro model to interact with the flight search tool under the MCP protocol through the function call feature, enabling natural language queries for flight information and returning formatted results.
Python
6.8K
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
5.5K
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
10.3K
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
9.9K
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

Langchain MCP Chat Platform
A chat platform integrating LangChain, a custom MCP server, and Google Gemini AI model, providing enhanced conversation functions.
Python
8.3K
2.5 points
M
MCP Vision Relay
MCP Vision Relay is an MCP server that provides image analysis capabilities for MCP clients that only support text, such as Claude and Codex, by encapsulating locally installed Gemini and Qwen command - line tools, enabling them to process pictures in local paths, URLs, or base64 - encoded format.
TypeScript
5.9K
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
5.1K
2.5 points

MCP Wolframalpha
This project implements an MCP server for interacting with the Wolfram Alpha API, enabling chat applications to perform calculation queries and obtain structured knowledge. It includes an MCP client example based on Gemini, demonstrating how to connect a large - language model to the MCP server for real - time interaction with the Wolfram Alpha knowledge engine.
Python
4.6K
2.5 points

MCP Gemini Server
This project is a server for the Gemini model based on the MCP protocol, encapsulating Google's Gemini API and providing functions such as text generation, function calling, and file handling.
TypeScript
7.9K
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
10.7K
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
7.6K
2.5 points
G
Gemini Cli MCP
An MCP server integrated with the Gemini CLI tool, providing chat, content generation, and model list functions.
JavaScript
5.0K
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
5.6K
2.5 points

Youtube Vision
An MCP service for YouTube video analysis based on the Google Gemini Vision API, providing functions such as video description, summarization, Q&A, and key segment extraction.
TypeScript
5.6K
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
8.2K
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
4.9K
2.5 points

Gemini Context MCP Server
A context management and caching MCP server based on Gemini, supporting a large context window of 2M tokens and providing session management and API caching functions.
TypeScript
7.8K
2.5 points

Gemini With Web Search
The MCP Gemini API server is a Google Gemini API proxy service designed for Cursor and Claude, providing functions such as text generation, image analysis, video analysis, and web search.
TypeScript
10.0K
2.5 points
M
MCP
An MCP protocol server that allows Claude and Gemini CLI to perform automated trading interactions with multiple cryptocurrency exchanges through the Hummingbot API, supporting multi - server management and Docker deployment.
Python
0
2.5 points
A
Apktool MCP
The Apktool MCP Server is an Android APK analysis service based on the Model Context Protocol. It integrates the Apktool tool and Gemini CLI artificial intelligence, providing functions such as APK decompilation, security analysis, privacy auditing, and reverse engineering guidance.
Python
9.4K
2.5 points