Categories

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.

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

mcp_command_server

by copyleftdev

MCP Command Server provides a secure, containerized interface for remote command execution with built-in pattern-based security validation, comprehensive API documentation, and enterprise-ready deployment configurations.

dremio-mcp

by dremio

Dremio MCP server

mcp-server-java-sse-http-demo

by stantonk

Java Model Context Protocol SSE HTTP Server with Jetty

MCP-MultiServer-Interoperable-Agent2Agent-LangGraph-AI-System

by junfanz1

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independently (via SSE or STDIO), offering modularity and cloud-deployable execut

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

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

MCP-AI-Infra-Real-Time-Agent

by junfanz1

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

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

jap-vocab-anki-mcp-server

by vionwinnie

Japanese Vocab Anki MCP Server

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

mutation-clinical-trial-matching-mcp

by pickleton89

MCP server to query clinicaltrial.gov to identify mutation specific trials

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.

distri

by distrihub

A framework for building and composing AI agents built in Rust. Build simply using YAML or rust-script. Leverage mcp-servers right away.

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.

mcp-file-preview

by seanivore

MCP server for HTML file preview and analysis - Has been weird with OS but good on Cline so WIP

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