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最新 MCP Servers
🤖 Marv – Google Ads CLI Agent
Marv is a conversational AI-powered CLI assistant that helps users create, manage, and optimize Google Ads campaigns using natural language.
It integrates directly with Google ADK (Agent Development Kit) via MCP tools and runs fully in the terminal using interactive CLI prompts.
It integrates directly with Google ADK (Agent Development Kit) via MCP tools and runs fully in the terminal using interactive CLI prompts.
Explain Chat MCP
A Model Context Protocol (MCP) server implementation with HTTP streaming capabilities, built with TypeScript and Express. This project demonstrates how to create an MCP server that can communicate with AI clients over HTTP using streaming responses.
xcodeproj CLI
A command-line tool for manipulating Xcode project files (.xcodeproj) using Swift. This tool provides comprehensive functionality to create, modify, and manage Xcode projects programmatically. This is especially handy when writing code with coding agent such as Claude Code, Gemini CLI, or Codex.
🌀 POD-PINN Based Main Pump Flow Field Predictor
This repo is for predicting the flow field of a lead-cooled fast reactor main pump under different operating conditions quickly. Like, way faster than rerunning CFD every single time. The idea is: get the trends, save your time, and maybe (just maybe) shorten the design loop in the early stages.
MCP-PYTHON:
Model Context Protocal Implemenation in Pythonic way.It's small project that embracess mcp.Am working on it .....
🚀 Perfect Research MCP Server v2.0
A comprehensive AI-powered research intelligence system that processes PDF research papers, performs advanced web search, and generates perfect PowerPoint presentations with semantic search and research analysis capabilities. Now with full MCP protocol compliance, progress tracking, AI sampling, and seamless FastAPI integration!
RAG-MCP: Retrieval Augmented Generation with Multi-Channel Principles
RAG-MCP is a system that combines Retrieval Augmented Generation (RAG) with Multi-Channel Principles (MCP), designed to optimize the interaction experience between Large Language Models (LLMs) and tools. The system intelligently retrieves relevant tools and knowledge, significantly improving token efficiency, response time, and accuracy.
mcp-streamablehttp-proxy
A generic stdio-to-StreamableHTTP bridge for MCP (Model Context Protocol) servers. This proxy enables any stdio-based MCP server to be accessed via HTTP endpoints, making them compatible with web-based clients and HTTP infrastructure like API gateways.
My Secretary
"My Secretary" is a Python project that provides a conversational assistant for Gmail and Google Calendar, powered by Google APIs, LangChain, LangGraph and MCP. It enables you to automate email and calendar tasks, interact with language models and use a web frontend for chat-based interaction.
quantum-mcp
Mcp_filesystem
mcp-raider
MCP Servers for Duplo Assistant
A Python app for all MCP Servers for Duplo Assistant
mcp-tools
spec-server
An MCP (Model Context Protocol) server that provides structured feature development capabilities through a systematic three-phase workflow: Requirements Design Implementation Tasks.
🛡️ FastMCP ThreatIntel - AI-Powered Threat Intelligence
MCP AI Powered Threat Intelligence - Revolutionizing Cybersecurity Built by Arjun Trivedi (4R9UN) - Enterprise-Grade Threat Intelligence Platform
Tempo MCP Server
A Go-based server implementation for the Model Context Protocol (MCP) with Grafana Tempo integration.
Eudic MCP Server
A Model Context Protocol (MCP) server that provides tools for managing words in Eudic study lists.
MCP Simple DB Access Server
A Model Context Protocol (MCP) server that provides database access capabilities with local LLM integration via Ollama and LlamaIndex.
History
It all started in a discussion with Gemini:
🚀 Shiprocket MCP Integration
This is a Model Context Protocol (MCP) server for Shiprocket.
MCP-financial-assistant
This bot inputs one of the top 10 companies under NSE, dependant on the user, after which collects information from multiple tools, uses MCP to manage context and Gemini API to summarize the content.
OpenStack Model Context Protocol (MCP) Server
This project presents a robust and extensible Model Context Protocol (MCP) server designed to enable seamless interaction between Large Language Models (LLMs) like Claude and your on-premise OpenStack cloud environment. By acting as a standardized interface, this MCP server allows LLMs to manage and query OpenStack resources through natural language commands, bridging the gap between advanced AI capabilities and traditional cloud infrastructure management.
hibob-public-mcp
A FastMCP server for HiBob integration.
SonarQube MCP Server
This repository provides model context protocol server for SonarQube server.
Postman MCP Generator
Welcome to your generated MCP server! This project was created with the Postman MCP Generator, configured to Model Context Provider (MCP) Server output mode. It provides you with:
ScanCode MCP: Legal-Expert-Grade Software License Analysis Tool
ScanCode MCP is a powerful tool designed for legal experts and developers. It utilizes Scancode data to provide in-depth analysis of software licenses. This tool is built using TypeScript and Python, making it versatile for various environments. It offers compliance insights and file content snippets to ensure that your software meets legal standards.
AARO ERP MCP Server
AARO ERP sistemi iin Claude Desktop entegrasyonu salayan MCP (Model Context Protocol) server'. Bu server, AARO ERP API'sine eriim, token ynetimi ve tm temel ERP ilemlerini Claude Desktop zerinden gerekletirmenizi salar.
📦 MCP Project
This project consists of two subprojects:
MCP PDF Reader Enhanced
A comprehensive Model Context Protocol (MCP) server that provides advanced PDF text extraction, search, and analysis functionality.
Secure Python Code Execution Server (with FastMCP)
A secure, containerized Python code execution server using Docker and FastMCP. Supports safe execution of Python code with popular data science libraries in a sandboxed environment, accessible via the MCP tool interface.
MCP 本地助手服务器
MCP (Model Context Protocol) Claude AI
MCP Three - 3D Model Processing Server
A Model Context Protocol (MCP) server specialized for working with 3D models, specifically GLTF/GLB files. This server provides tools to convert 3D models into React Three Fiber JSX components and analyze model structures.
Devonthink MCP Server
This MCP server provides access to DEVONthink functionality via the Model Context Protocol (MCP). It enables listing, searching, creating, modifying, and managing records and databases in DEVONthink Pro on macOS.
MCP Server for Agent8
A server implementing the Model Context Protocol (MCP) to support Agent8 SDK development. Developed with TypeScript and pnpm, supporting stdio and SSE transports.
mcp-sentry: A Sentry MCP server
A Model Context Protocol server for retrieving and analyzing issues from Sentry.io. This server provides tools to inspect error reports, stacktraces, and other debugging information from your Sentry account.
Holded MCP Server
Servidor MCP (Model Context Protocol) para integracin con la API de Holded.
mcp.extensions
A collection of reusable .NET middleware, attributes, and services to extend and enhance ASP.NET Core applications.
OrigeneMCP
OrigeneMCP is the MCP toolkit for the OriGene project that integrates over 600 tools and multiple databases (including ChEMBL, PubChem, FDA, OpenTargets, NCBI, UniProt, PDB, Ensembl, UCSC, KEGG, STRING, TCGA, Monarch, ClinicalTrials, and more) into an advanced integrated MCP server platform, combining disease biology and drug discovery tools to enable comprehensive multi-dimensional information retrieval across small molecules, proteins, genes, diseases, and other biological entities, serving as a unified interface for accessing and analyzing complex biomedical data to accelerate therapeutic research and development.
GraphQL MCP Server
Welcome to the GraphQL MCP Server repository. This experimental project is designed to help you connect an MCP Server with GraphQL using Rust.
Atlassian Bitbucket MCP Server
A Node.js/TypeScript Model Context Protocol (MCP) server for Atlassian Bitbucket Cloud. Enables AI systems (e.g., LLMs like Claude or Cursor AI) to securely interact with your repositories, pull requests, workspaces, and code in real time.
Simple MCP
Dr. Ulrich Strunz Knowledge Base
"The medicine of the future is molecular medicine. We will no longer treat diseases, but prevent them by optimizing our biochemistry at the cellular level."
Dr. med. Ulrich Strunz
Dr. med. Ulrich Strunz
Kubrick Course
A free, Open-source course by The Neural Maze and Neural Bits in collaboration with Pixeltable and Opik
📈 KiteMCP – Zerodha Trading via MCP
KiteMCP is a command-based Zerodha trading system built using the KiteConnect API, Bun, and the Model Context Protocol (MCP). It allows real-time stock buy/sell operations through MCP command calls from a local server, currently integrated with Claude or any compatible tool interface.
Figma Restoration MCP Vue Tools
A professional toolkit for Figma-to-Vue component restoration using Model Context Protocol (MCP). Features high-quality DOM screenshots, intelligent shadow detection, and automated visual comparison for pixel-perfect component restoration.
Example Grafana MCP Demo
This project demonstrates how to connect code changes and observability using Grafana MCP, Prometheus, and a sample Node.js app. You can use coding agents (like Cursor or Claude Code) to interactively update your code and observability dashboards.
@precast/brutalist-ui-mcp-server
A Model Context Protocol (MCP) server for Brutalist UI components, providing AI assistants with access to component source code, examples, styles, and metadata from the Precast Brutalist UI registry.
AI Summary Note
AI
Project Horizon
Project Horizon explores the future of collaborative, multimodal AI agent systems. It investigates how sophisticated, responsive, and interoperable agents can be built by integrating cutting-edge agent development frameworks and open communication protocols. This proof-of-concept demonstrates the powerful synergy between Google's Agent Development Kit (ADK) (leveraging the Gemini Live API for real-time interaction), the Agent2Agent (A2A) protocol, and the Model Context Protocol (MCP).
Distri: A Composable A2A and MCP compatible Agent Framework
Distri is a framework for building and composing AI agents, written in Rust. It enables developers to create, publish, and combine agent capabilities using the MCP (Multi-Agent Communication Protocol) standard.
Codex7 - Local Codebase RAG System
An intelligent RAG (Retrieval-Augmented Generation) system specifically designed for analyzing and searching local codebases. Built entirely with TypeScript, it provides semantic search capabilities, code analysis, and MCP integration for AI IDEs.
SFTP MCP 服务器
MCP SFTP stdio
odoo_mcp
pms-infra-procspawn
pty-infra-procspawn is a library within the pty-mcp-server project that provides a structured interface for spawning and managing external processes. It allows AI agents to launch command-line tools or scripts, interact with their input/output streams, and monitor their execution in a controlled and composable way.
DuckDuckGoMCP-rs
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