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Projects in Awesome Lists tagged with model-context-protocol-servers

A curated list of projects in awesome lists tagged with model-context-protocol-servers .

https://github.com/taylorwilsdon/google_workspace_mcp

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

ai g-suite gmail google-calendar google-chat google-docs google-drive google-forms google-sheets google-tasks google-workspace gsuite llm llm-tools mcp mcp-server model-context-protocol model-context-protocol-server model-context-protocol-servers workspace

Last synced: 02 Apr 2026

https://github.com/cameroncooke/xcodebuildmcp

A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

mcp mcp-server model-context-protocol model-context-protocol-servers xcode xcodebuild

Last synced: 08 Feb 2026

https://github.com/cyanheads/model-context-protocol-resources

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

ai-agents ai-development developer-guides llm-tools mcp mcp-servers model-context-protocol model-context-protocol-servers

Last synced: 08 Oct 2025

https://github.com/cameroncooke/XcodeBuildMCP

A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

mcp mcp-server model-context-protocol model-context-protocol-servers xcode xcodebuild

Last synced: 21 Apr 2025

https://github.com/gensecaihq/wazuh-mcp-server

AI-powered security operations with Wazuh SIEM + Claude Desktop. Natural language threat detection, automated incident response & compliance. Real-time monitoring, ML anomaly detection. Transform your SOC with conversational security analysis. Production-ready MCP server.

ai claude claude-ai claude-code claudedxt dxt genai hacktoberfest hacktoberfest-accepted hacktoberfest2025 mcp mcp-server mcpserver model-context-protocol model-context-protocol-servers python wazuh wazuh-integration

Last synced: 02 Apr 2026

https://github.com/veriteknik/pluggedin-app

The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

ai mcp mcp-client mcp-server model-context-protocol model-context-protocol-servers oauth2 rag vibe-coding

Last synced: 28 Oct 2025

https://github.com/VeriTeknik/pluggedin-app

The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

ai mcp mcp-client mcp-server model-context-protocol model-context-protocol-servers oauth2 rag vibe-coding

Last synced: 15 Aug 2025

https://github.com/UsamaK98/python-notebook-mcp

Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol

ai-tools claude claude-desktop cursor-ide fastmcp ipynb jupyter jupyter-notebooks mcp model-context-protocol model-context-protocol-servers notebook-editor python windsurf

Last synced: 07 Sep 2025

https://github.com/QAInsights/jmeter-mcp-server

✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯

apache-jmeter jmeter mcp model-context-protocol-servers performance

Last synced: 17 Jun 2025

https://github.com/pinkpixel-dev/deep-research-mcp

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

ai-tools data-aggregation deep-research documentation-generation information-retrieval knowledge-base llm mcp mcp-server model-context-protocol model-context-protocol-servers nodejs research-assistant search-api tavily typescript web-crawling web-research

Last synced: 09 May 2026

https://github.com/qainsights/jmeter-mcp-server

✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯

apache-jmeter jmeter mcp model-context-protocol-servers performance

Last synced: 05 Jul 2025

https://github.com/pinkpixel-dev/mcpollinations

A Model Context Protocol (MCP) server that enables AI assistants to generate images, text, and audio through the Pollinations APIs. Supports customizable parameters, image saving, and multiple model options.

flux image-generation mcp mcp-server model-context-protocol model-context-protocol-servers modelcontextprotocol pollinations pollinations-ai sdxl stable-diffusion text-chat text-generation text-to-speech voice-assistant voice-chat

Last synced: 24 Jul 2025

https://github.com/gensecaihq/Wazuh-MCP-Server

AI-powered security operations with Wazuh SIEM + Claude Desktop. Natural language threat detection, automated incident response & compliance. 14 security tools, real-time monitoring, ML anomaly detection. Transform your SOC with conversational security analysis. Production-ready MCP server.

ai claude claude-ai genai mcp mcp-server mcpserver model-context-protocol model-context-protocol-servers python wazuh wazuh-integration

Last synced: 17 Jun 2025

https://github.com/pinkpixel-dev/MCPollinations

A Model Context Protocol (MCP) server that enables AI assistants to generate images, text, and audio through the Pollinations APIs. Supports customizable parameters, image saving, and multiple model options.

flux image-generation mcp mcp-server model-context-protocol model-context-protocol-servers modelcontextprotocol pollinations pollinations-ai sdxl stable-diffusion text-chat text-generation text-to-speech voice-assistant voice-chat

Last synced: 17 Jun 2025

https://github.com/Cris-0k/mcp-server-python-template

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

ai aicodeassistant aicoding llm mcp mcp-server model-context-protocol model-context-protocol-servers modelcontextprotocol python template-project vibe-coding

Last synced: 17 Jun 2025

https://github.com/1rb/mongo-mcp

MCP server that provide tools to LLMs such as claude in cursor to interact with MongoDB

claude claude-desktop cursor cursorai mcp mcp-server model-context-protocol model-context-protocol-servers mongodb

Last synced: 17 Apr 2026

https://github.com/pinkpixel-dev/taskflow-mcp

A task management Model Context Protocol (MCP) server that helps AI assistants break down user requests into manageable tasks with subtasks, dependencies, and notes. Enforces a structured workflow with user approval steps.

ai-assistant claude cursor dependencies-manager mcp mcp-server model-context-protocol model-context-protocol-servers nodejs notes-manager npm-package project-management subtasks taskflow typescript workflow

Last synced: 04 Jul 2025

https://github.com/sontallive/mcp-server-python-template

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

aicodeassistant aicoding mcp mcp-server model-context-protocol model-context-protocol-servers modelcontextprotocol python template-project vibe-coding

Last synced: 18 Apr 2026

https://github.com/aekkaratjerasuk/taskflow-mcp

A task management Model Context Protocol (MCP) server that helps AI assistants break down user requests into manageable tasks with subtasks, dependencies, and notes. Enforces a structured workflow with user approval steps.

ai-assistant cursor dependencies-manager mcp mcp-server model-context-protocol model-context-protocol-servers nodejs notes-manager project-management subtasks taskflow typescript workflow

Last synced: 15 May 2025

https://github.com/DXHeroes/mcp-devtools

MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants to interact with developer tools and services

ai-integration automation claude coding-assistant cursor cursor-ide developer-tools devtools mcp mcp-server model-context-protocol model-context-protocol-servers productivity

Last synced: 17 Jun 2025

https://github.com/imprvhub/mcp-claude-spotify

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

ai claude claude-ai claude-desktop mcp mcp-claude mcp-server mcp-spotify mcp-spotify-server model-context-protocol model-context-protocol-servers spotify spotify-api

Last synced: 13 May 2025

https://github.com/pinkpixel-dev/notification-mcp

A Model Context Protocol server that allows AI agents to play a notification sound via a tool when a task is completed.

agent ai llm mcp mcp-server mcp-tools model-context-protocol model-context-protocol-servers nodejs notifications sound typescript

Last synced: 18 Apr 2026

https://github.com/njengah/autowpmcp

AutoWP MCP (Model Context Protocol) server connects Claude to WordPress site and allows users to ask Claude to write blog posts and automatically publish them to WordPress sites.

claude claude-ai mcp-server model-context-protocol model-context-protocol-servers mpc wordpress wordpressrestapi

Last synced: 30 Apr 2026

https://github.com/jbenshetler/mcp-ragex

MCP server for intelligent code search: semantic (RAG), symbolic (tree-sitter), and regex (ripgrep) search modes. Built for Claude Code and AI coding assistants.

ai-tools chromadb claude-code code-analysis code-search coding-assistant developer-tools embeddings mcp mcp-server model-context-protocol-servers rag ripgrep semantic-search tree-sitter

Last synced: 05 Apr 2026

https://github.com/luuisotorres/mcp-ai-agent

AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.

adk-python ai-agent ai-agents artificial-intelligence comet-ml google-maps-api gpt-4o llm-agent llm-tools mcp mcp-server model-context-protocol model-context-protocol-servers openai opik python

Last synced: 09 Mar 2026

https://github.com/itz4blitz/jmx-mcp

A powerful Model Context Protocol (MCP) server that enables AI assistants like Claude Desktop to monitor and manage Java applications through JMX. Provides real-time MBean discovery, attribute management, and natural language JMX operations.

ai-assistant claude-desktop java java-management jmx mbeans mcp model-context-protocol model-context-protocol-servers monitoring spring-boot

Last synced: 28 Jun 2025

https://github.com/jonathanscholtes/azure-ai-foundry-agentic-workshop

Workshop for building intelligent AI solutions using Azure AI Foundry, featuring Vector Search, RAG, Agentic AI, and multi-agent orchestration with LangChain and Azure AI Search.

agentic-ai azure-ai-agent-service azure-ai-foundry azure-ai-search langgraph model-context-protocol-servers openapi3 python semantic-kernel vector-search

Last synced: 27 Mar 2026

https://github.com/moonbirdai/puppeteer-plus-martech-mcp

MCP server for marketing technology analysis with AI assistants. Enables Claude and other MCP clients to detect analytics tools, tag managers, and advertising pixels through conversational interfaces.

digital-analytics digital-marketing marketing martech model-context-protocol model-context-protocol-servers puppeteer seo

Last synced: 29 Jun 2026

https://github.com/professionalwiki/mediawiki-mcp-server

Model Context Protocol (MCP) Server that interacts with any MediaWiki wiki

mcp-server mediawiki model-context-protocol-servers

Last synced: 05 Jan 2026

https://github.com/currenjin/mcp-context-template

🪱 MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity.

claude claude-ai claude-code context cursor cursor-ai mcp mcp-server model-context-protocol model-context-protocol-servers

Last synced: 17 May 2026

https://github.com/pinkpixel-dev/npm-helper-mcp

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

ai-tool claude cursor dependency-manager dependency-manager-update developer-tools mcp mcp-server mcp-tools model-context-protocol model-context-protocol-servers nodejs npm npm-check-updates npm-package npm-search npmjs package-management package-manager typescript

Last synced: 16 May 2025

https://github.com/oevortex/tgmcp

TGMCP is a Python package that implements the Model Context Protocol (MCP) for Telegram. It allows AI agents to seamlessly interact with Telegram accounts, providing access to messaging, contacts, groups, media sharing, and more.

ai-agents claude mcp-servers model-context-protocol-servers telegram-api telegram-api-bot

Last synced: 02 Mar 2026

https://github.com/amienbou121/crawl4ai-mcp-server

🕷️ Enable AI agents to scrape and crawl the web effortlessly with this lightweight Model Context Protocol server, integrating seamlessly into your workflows.

agentic-ai agentic-rag agentic-workflow ai-agents claude-code crawl4ai crawling firecrawl-alternative keyword-search mcp model-context-protocol-servers openai-agents-sdk pydantic-ai reranking semantic-search uvx web-crawling web-scraping

Last synced: 02 May 2026

https://github.com/pinkpixel-dev/mindbridge-mcp

MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.

agent agents chat llm llm-inference mcp mcp-server model-context-protocol model-context-protocol-servers modelcontextprotocol reasoning reasoning-agent second-brain

Last synced: 18 Apr 2025

https://github.com/cellwebb/mcp-palette

Desktop application for managing Model Context Protocol servers (MCP). Provides a centralized interface to configure and manage MCP servers for use with LLMs and AI assistants such as Claude.

ai ai-tools artificial-intelligence claude-code claude-desktop langchain large-language-model large-language-models llm llms mcp mcp-client mcp-server-template mcp-servers model-context-protocol model-context-protocol-client model-context-protocol-servers

Last synced: 09 Mar 2026

https://github.com/rsc1102/Google_Calendar_MCP

Model Context Protocol (MCP) server that integrates with the Google Calendar API

anthropic anthropic-claude claude google-calendar-api model-context-protocol model-context-protocol-servers

Last synced: 07 Sep 2025

https://github.com/omnis0ft/filesys

This is a File system mcp server that could allow an LLM to read and list files from a specified safe directory on your local machine.

ai-agents claude-ai claude-api claudemcp filesystem llm llm-agent mcp mcp-sdk mcp-server model-context-protocol model-context-protocol-servers open-source python python-mcp

Last synced: 18 May 2026

https://github.com/utain/kroki-mcp

Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagram definitions (PlantUML, Mermaid, and more) into images via a Kroki backend. Designed for simplicity and flexibility, it supports both local and remote Kroki servers, offers configurable settings, and outputs multiple formats – making it ideal for developers building AI

diagram-mcp kroki mcp-go mcp-server model-context-protocol model-context-protocol-servers plantuml-diagrams uml-mcp

Last synced: 20 Jun 2025

https://github.com/abhirockzz/mcp_kusto

Vibe querying with MCP server for Azure Data Explorer (Kusto)

azure golang kusto large-language-models model-context-protocol-servers vscode

Last synced: 04 Mar 2026

https://github.com/bgizdov/awesome-mcp-servers

This awesome list is automatically generated and regularly updated to ensure you have access to the latest and most comprehensive collection of MCP servers available.

awesome awesome-list awesome-mcp awesome-mcp-servers collection mcp mcp-servers model-context-protocol model-context-protocol-server model-context-protocol-servers

Last synced: 07 Sep 2025

https://github.com/ALucek/quick-mcp-example

Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.

mcp model-context-protocol model-context-protocol-servers

Last synced: 07 Sep 2025

https://github.com/0xzone/perfetto-mcp-rs

MCP server for analyzing Perfetto traces with LLMs — query .pftrace files in PerfettoSQL via Claude Code or any MCP client

anthropic claude-code mcp mcp-servers model-context-protocol-servers perfetto perfetto-trace rust trace-analysis

Last synced: 19 Apr 2026

https://github.com/ibz-04/filesys

This is a Filesystem MCP server that could allow an LLM to read and list files from a specified directory on your local machine.

filesystem llm-agent mcp mcp-sdk mcp-server model-context-protocol model-context-protocol-servers python

Last synced: 21 Mar 2025

https://github.com/dhinojosac/ts-template-mcp

TypeScript MCP Server Template - Production-ready template for building Model Context Protocol servers with Docker, Fastify, and comprehensive documentation in English & Spanish.

ai docker fastify llm mcp model-context-protocol model-context-protocol-servers typescript

Last synced: 30 Apr 2026

https://github.com/zizzfizzix/mcp-server-bwt

Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and other clients to interact with the BWT API

bing-webmaster bing-webmaster-tools mcp mcp-server model-context-protocol-servers modelcontextprotocol seo seo-tools

Last synced: 30 Apr 2026

https://github.com/moonbirdai/ebird-mcp-server

A Model Context Protocol (MCP) server for the eBird API, allowing Claude and other AI assistants to access bird observation data, hotspots, and taxonomy information. Easy integration with Claude Desktop.

birdwatching claude-desktop ebird model-context-protocol model-context-protocol-servers ornithology

Last synced: 29 Jun 2026

https://github.com/cheqd/mcp-toolkit

Model Context Protocol (MCP) Toolkit for cheqd decentralised identity

cheqd hacktoberfest-accepted mcp mcp-server model-context-protocol model-context-protocol-servers

Last synced: 20 Feb 2026

https://github.com/xexr/mcp-libsql

Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.

ai-tools claude database libsql mcp mcp-server mcp-tools model-context-protocol model-context-protocol-servers sql sqlite sqlite3 turso turso-db

Last synced: 29 Jun 2025

https://github.com/datarohit/agentsphere-mcp-servers

A collection of Model Control Protocol (MCP) servers that provide AI systems with standardized access to various data sources. This repository contains multiple MCP server implementations, each designed to expose different external APIs through a consistent interface for AI agents.

docker docker-compose fastapi model-context-protocol-servers newsapi open-weather-api python serpapi

Last synced: 04 May 2026

https://github.com/gbrigandi/mcp-server-conceal

Privacy-focused MCP proxy that intelligently pseudo-anonymizes PII in real-time before data reaches external AI providers, maintaining semantic relationships for accurate analysis

llm mcp-server model-context-protocol-servers ollama privacy-protection pseudo-anonymization

Last synced: 18 May 2026

https://github.com/easyzoom/aix-mcp-server

AIX MCP Server is an extensible Model Context Protocol server with plugin management, MCP service registry, sandbox-based security levels, LLM recommendations, and a Web Dashboard. (AIX MCP Server 是一个可扩展的 MCP 服务平台，支持插件管理、MCP 服务注册中心、沙箱安全等级认证、LLM 智能推荐和 Web Dashboard。)

ai-agents dashboard mcp mcp-server model-context-protocol-servers plugin-system sandbox

Last synced: 13 Jun 2026

https://github.com/kensave/roberto-mcp

Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.

agentic-ai code-analysis llm-tools mcp mcp-server model-context-protocol model-context-protocol-servers rag tree-sitter

Last synced: 06 May 2026

https://github.com/marios-mamalis/pythonlibrary2mcp

Quickly expose existing Python library functions as MCP server tools

automation fastmcp model-context-protocol model-context-protocol-servers python-library

Last synced: 25 Oct 2025

https://github.com/pottekkat/sandbox-mcp

Allow LLMs to run ANY code/configuration safely in isolated Docker sandboxes using the Model Context Protocol (MCP).

docker go golang mcp mcp-server model-context-protocol model-context-protocol-servers sandbox

Last synced: 10 May 2026

https://github.com/usamak98/python-notebook-mcp

Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol

ai-tools claude claude-desktop cursor-ide fastmcp ipynb jupyter jupyter-notebooks mcp model-context-protocol model-context-protocol-servers notebook-editor python windsurf

Last synced: 22 Jun 2025

https://github.com/aawadall/mcpcli

Command-line tool for scaffolding Model Context Protocol (MCP) servers in different languages. Generates ready-to-use templates with optional Docker support and testing utilities.

cli code-generator devtools golang java mcp model-context-protocol model-context-protocol-servers nodejs python scaffold-template scaffolding testing

Last synced: 11 Apr 2026

https://github.com/subtype-space/subspace-api

An express-based RESTful API and Model Context Protocol (MCP) server for services used by subtype.space and for TRMNL users, featuring OAuth support and integration with Keycloak.

express mcp-server model-context-protocol model-context-protocol-servers openai openai-api openai-mcp openai-type proxmox pve trmnl typescript-api

Last synced: 09 Apr 2026

https://github.com/yellnuts/mcp-mem0

MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

agent assistant database llm llm-memory mcp mcp-server mem0 mem0ai memory memory-management model-context-protocol-servers modelcontextprotocol persistent-memory

Last synced: 17 Jun 2025

https://github.com/snorlak1/mem0-server-mcp

🧠 Deploy a self-hosted MCP server for AI, offering persistent memory, robust security, and easy setup with Docker Compose.

agent agents ai-memory assistant database fastapi mem0 mem0ai memory memory-management model-context-protocol model-context-protocol-servers modelcontextprotocol neo4j persistent-memory python semantic-search storage

Last synced: 11 Apr 2026

https://github.com/tizee/mcp-unix-manual

An MCP server that provides Unix command documentation directly within LLMs conversations.

mcp model-context-protocol-servers unix-manual

Last synced: 28 Apr 2026

https://github.com/pottekkat/dicedb-mcp

A Model Context Protocol (MCP) server implementation for DiceDB to enable AI applications to interact with DiceDB databases.

dicedb mcp mcp-server model-context-protocol model-context-protocol-servers

Last synced: 04 May 2026

https://github.com/geniusgeek/mcpagent

MCPAgent is the new base class for AI Agents that also act as MCPs- this is to enable agents communicate and collaborate with each other; this will serve as the foundation for AgentNetwork

mcp model-context-protocol model-context-protocol-servers

Last synced: 03 May 2026