Categories

mcp-guard

by Gersninja

MCP Guard is an open-source security assessment platform for MCP servers, featuring AIVSS and CVSS v4.0 support. Protect your infrastructure today! 🚀🛡️

mcp-elicit

by blizzy78

Elicitation MCP server

github-mcp-server

by Space-Wolves

Connect AI tools to GitHub with the MCP Server. Automate workflows, manage issues, and analyze code—all through natural language. 🤖🌐

diy-tools-mcp

by hesreallyhim

An MCP server that allows users to dynamically add custom tools/functions at runtime

gradio-mcp-server-builder

by CoolBeans4477

Transform Python functions into web services easily with Gradio MCP Server Builder. Create functional MCP servers without any web development skills! 🚀💻

mcp-guard

by SaravanaGuhan

Enterprise-grade security assessment platform for Model Context Protocol (MCP) servers featuring industry-first AIVSS implementation and comprehensive CVSS vulnerability analysis.

stamplc-mcp-server-io

by rezasaadat1

M5 StamPLC MCP Server Integration w/ n8n Agentic AI workflow

MIST

by CLoaKY233

MCP server empowering AI assistants with real-world capabilities: Gmail, Calendar, Tasks, Git integration, and note management. Bridges AI assistants to external services through standardized protocol with secure authentication.

my-apple-remembers

by honeybluesky

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.

gradio-mcp-server-builder

by juliensimon

Create MCP (Model Context Protocol) servers with Gradio web interfaces from your existing Python functions. Focus on your core functionality, not on boilerplate code

yamcpscanner

by deagle9055

# YAMCP: Yet Another MCP Security Scanner**YAMCP** is an open-source Python tool for scanning **Model Context Protocol (MCP)** servers for vulnerabilities. This tool combines passive and active checks to help secure your systems against emerging threats. 🛡️💻

remote-mcp-server-registry

by portal-labs-infrastructure

Explore a community-maintained list of remote Model Context Protocol (MCP) servers. Find, learn about, and check the reachability of MCP-enabled services.

snowflake-cortex-mcp-server

by kameshsampath

A MCP Server to use Snowflake Cortex Agents

recursive-flow

by fritzprix

Agentic workflow automation server for MCP. Enables AI assistants to break down complex tasks into actionable steps, orchestrate tool execution, and track progress autonomously.

mcpPADEX

by VolumeFi

MCP Server for PalomaDex at Palomadex.com

elastic-mcp

by Akhilvis

A Model Context Protocol (MCP) server implementation that provides Elasticsearch interaction via Natural Language

nutrient-document-engine-mcp-server

by PSPDFKit

A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool calling.

grafana-mcp-agent-datasource

by scottlepp

A Grafana data source plugin that connects to MCP servers and enables natural language querying

ASTRA

by Ramc26

It isn’t just a MCP server — ASTRA ✨ is your ever-evolving toolkit and digital companion.

nutrient-document-engine-mcp-server

by andrescad

Connect AI agents to document processing with the Nutrient Document Engine MCP Server. Simplify interactions using natural language. 🚀📄

custom-mem0

by mjnong

MCP Server for a Mem0 as Agentic Memory to support user personalisation.

mcp-system-monitor

by hungtrungthinh

A Model Context Protocol (MCP) server implementation designed for AI agents to monitor and interact with Linux servers (Ubuntu, CentOS, RedHat, etc.). This server provides comprehensive system information including CPU, memory, disk, network, and process data through both MCP protocol and HTTP REST API

better-memory-mcp

by sockeye44

Enhanced MCP server for enabling memory for Claude through a knowledge graph with temporal tracking, confidence scores, and entity management

MCP-LLamaIndex-CRUD-Agent

by 00VALAK00

MCP server and AI agent using LlamaIndex and Ollama with PostgreSQL

food_delivery_mcp

by gonzalo-cordova-pou

Local Model Context Protocol Server for a Food Delivery Application

context-aware-qa-rag-agent

by sharukat

AI-Powered Chat App with RAG-based document Q&A, agent-driven stock insights via MCP servers, and real-time web search using tool integrations.

minimal-mcp-server-system

by connectgeeks

A minimal agentic AI system with a MCP server that orchestrates analysis, diagnostics, and auto-remediation for infrastructure.

kernel-mcp-server

by karthik-sundar

Kernel MCP Server connects AI assistants to the Kernel platform, enabling cloud app management, web automation, and JavaScript evaluation. 🌐🚀

simple_agent

by fcn06

An A2A simple agent, that can embed an MCP runtime to communicate with MCP server. Powered by swarm

mcp_agent_endpoint

by fcn06

An endpoint written in Rust to connect to mcp server. Powered by swarm

devcontext

by aurda012

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

deep-research-mcp

by ali-kh7

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.

devcontext

by Rathesh2727

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

AARF-Agentic-AI-Request-Forgery

by efij

Agentic AI Request Forgery (AARF) – New vulnerability class exploiting planner ➝ memory ➝ plugin chaining in MCP Server, MAS, LangChain, and A2A agents. Red Team playbooks, threat models, OWASP Top 10 proposal.

mcp-client-demo

by Pearl-com

Use the Pearl expert MCP server with the OpenAI Agent SDK

butler

by ogulcanakca

An AI agent project built with FastAgent, leveraging Model Context Protocol (MCP) servers for seamless interaction with diverse services including Google Maps, Slack, Gmail, SQLite, screen capture, weather information, and web search. This project demonstrates a rich, interactive environment with comprehensive service connectivity for AI agents.

vibeSafe-mcp

by vibeSafe

Security MCP server for agentic development. Powers real-time analysis, package scanning, and custom workflows.

pearl_mcp_server

by Pearl-com

A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface

mcp-index

by metorial

An ever growing list of open source MCP servers 📡 📁 🚀

mcp-playground

by Elkhn

A Streamlit-based chat app for LLMs with plug-and-play tool support via Multi-Server Command Protocol (MCP), powered by LangChain, LangGraph, and Docker.

markdown2pdf-mcp

by Serendipity-AI

MCP client for the markdown2pdf.ai service. ⚡ Markdown to PDF conversion, for agents. ⚡ Agents speak Markdown. Humans prefer PDF. Bridge the gap for the final stage of your agentic workflow. No sign-ups, no credit cards, just sats for bytes.

A2AProtocol.NET

by senbihan

A .NET library that enables ASP.NET Application to host Agent2Agent Server following Google's A2A protocol

AI_Agent_with_MCP

by zayedrais

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

torero-mcp

by torerodev

🔌 torero MCP Server

twitter-mcp-server

by anuragratna

tweet, sentiment analysis

mcp

by OctoEverywhere

3D Printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.

rag_new

by CLoaKY233

Production-ready RAG system with intelligent query decomposition, streaming responses, and GitHub Models integration. Features async architecture, multi-turn conversations, and enterprise-grade error handling for complex reasoning tasks. 2. MCP Client (mcca)

argocd-mcp-server

by Antareepfgdher

# ArgoCD MCP ServerThis repository hosts the ArgoCD MCP Server, designed to enhance your GitOps workflows. Explore the code and contribute to the project! 🌟💻

number-guessing-game-mcp-server

by portal-labs-infrastructure

A demonstration Model Context Protocol (MCP) server implemented in TypeScript, showcasing dynamic tool and resource management, stateful HTTP sessions, and clean architectural patterns.

mcp-app-demo

by pomerium

Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.

mcca

by CLoaKY233

Comprehensive Model Context Protocol client enabling AI applications to connect with external tools and services. Features streaming support, multiple LLM integrations, and modular architecture for seamless AI-tool communication.

mcp-watch

by kapilduraphe

A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP implementations.

tuui

by AI-QL

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

zen-ai-mcp-devtools

by daoch4n

mcp sse server for vibe coding / nested agents / aider / git / terminal

mcp-server

by strands-agents

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

openapi-mcp-codegen

by cnoe-io

OpenAPI to MCP Server Code Generator

agent-atlassian

by cnoe-io

Atlassian (Jira/Confluence) AI Agent powered by 1st Party MCP Server using OpenAPI Codegen, LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)

agent-slack

by cnoe-io

Slack AI Agent powered by 1st Party Slack MCP Server generated by OpenAPI code gen. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)

agent-argocd

by cnoe-io

ArgoCD AI Agent powered by 1st Party MCP Server using OpenAPI Codegen, LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)

markdown2pdf-mcp

by karanbisht243

# markdown2pdf-mcpConvert Markdown to PDF with ease. This package supports MCP server for clients like Claude Desktop, ensuring high-quality, print-ready outputs. 🚀💻

streamble-http-mcp-client

by purunep

Real-time conversational chatbot using Streamable HTTP, Semantic Kernel, and Azure OpenAI to discover and serve food recipes via an MCP server.

agentDesk

by uzair110

A multi agent platform with multiple tools & MCP server

mcp-server-newrelic

by ulucaydin

The Unofficial MCP Server for New Relic (Alpha)

desktop4mistral

by hathibelagal-dev

A desktop client with MCP support for Mistral LLMs

reddit-mcp

by andi-ellison-sec

An MCP server that lets you interact with Reddit discussions without the need for an API key from an external service.

RAG_MCP

by mytechnotalent

A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers within your MCP client.

MalwareBazaar_MCP

by mytechnotalent

An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

mcp-ollama-beeai

by tamdilip

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

coding-assistant

by Bessouat40

AI Coding Assistant powered by MCP server : it reads your code locally to provide truly context-aware help, explanations, and suggestions directly related to your files. Code smarter, locally or using external API..

mcp-server-macos-use

by nunyabiznessyoubeezy

AI agent that controls computer with OS-level tools, MCP compatible, works with any model

tempo-mcp-server

by scottlepp

An MCP ( Model Context Protocol ) Server for Grafana Tempo

crawl4ai-mcp

by wyattowalsh

MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python

MCP-Server-for-Hashing

by kanad13

A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.

pref-editor-mcp-server

by charlesmuchene

Pref-Editor MCP server

applescript-mcp

by Hassanali4

MCP server that execute applescript giving you full control of your Mac

mcp_server_s3_download_files

by ENGRZULQARNAIN

This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within buckets, and download file contents.

GemForge-MCP

by PV-Bhat

MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

IQA-Server

by kmamine

MCP Server for Image Quality Assesment

bull-vision-agent

by Cognitive-Stack

A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub for multiple MCP server management.

MCP-Client-and-Server-Demo

by ChaitanyaK77

This project demonstrates how to build a minimal MCP server using the `mcp` Python SDK and connect it to Claude Desktop as a client. It simulates a simple Travel Desk system with tools to submit, view, and track employee travel requests — all accessible directly from Claude's interface.

octagon-vc-agents

by OctagonAI

An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feedback, diligence simulations, term sheet negotiations, and more.

adk-mcp-rag

by khoi03

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector database via MCP server.

git-mcp

by idosal

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

mcp-pyautogui

by hathibelagal-dev

An MCP server for PyAutoGUI

my-apple-remembers

by baryhuang

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.

mcp-ai-agent

by fkesheh

A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities. This library integrates with the AI SDK to provide a seamless way to connect to MCP servers and use their tools in AI-powered applications.

okta-mcp-server

by fctr-id

The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the MCP specification to help work with Okta enitities

dremio-mcp

by dremio

Dremio MCP server

mcp-server-java-sse-http-demo

by stantonk

Java Model Context Protocol SSE HTTP Server with Jetty

branch-thinking-mcp

by ssdeanx

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

mcp-server

by la-rebelion

A Model Context Protocol Server facade to simplify the implementation of agents

simple-mcp-sse-client

by Jordiag

A lightweight C# client that connects to a MCP server using SSE over HTTP.

smolagents-mcp-demo

by juliensimon

A comprehensive demonstration of Model Context Protocol (MCP) servers and clients, showcasing AI-powered tools and multi-agent systems for code analysis, security scanning, and intelligent automation.

chat-bridger-backend

by shreyashag

Actors - a multi-agent AI system enabling client-side tool execution through callback mechanisms. Built with FastAPI and OpenAI's Agents SDK, it features intelligent agent orchestration, real-time streaming, MCP server integration, and Supabase auth/persistence. Framework for extensible AI workflows.

mcp-guardian

by eqtylab

Manage / Proxy / Secure your MCP Servers

mcp-browser-use

by JovaniPink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

light-mcp-agents

by nicozumarraga

Lightweight, composable framework for building muti-agent systems with Model Context Protocol (MCP)

hermes-mcp

by cloudwalk

Elixir Model Context Protocol (MCP) SDK

vibe-check-mcp-server

by PV-Bhat

The definitive Vibe Coder's sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call "Vibe Check" with LearnLM 1.5 Pro (Gemini API), fine-tuned for pedagogy and metacognition to enhance complex workflow strategy, and prevents tunnel vision errors.

mcp-tool-kit

by getfounded

Agentic abstraction layer for building high precision vertical AI agents written in python. Middleware for Model Context Protocol.

code-assistant

by stippi

An LLM-powered, autonomous coding assistant. Also offers an MCP mode.

wanaku

by wanaku-ai

Wanaku MCP Router

loki-mcp

by scottlepp

An MCP ( Model Context Protocol ) Server for Grafana Loki