Multi-Agent Task Assistant with A2A & MCP-inspired Architecture
Agent-to-Agent (A2A) communication protocol for inter-agent coordination and a Model Context Protocol (MCP)-inspired architecture for interacting with external…
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MQTTX SSE Server
An implementation of the Model-Context Protocol (MCP) that enables MQTT operations over Server-Sent Events (SSE) transport.
ACP-MCP-Server
A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between…
Memory Bank MCP
A production-ready Model Context Protocol (MCP) server that provides a powerful, vector-native memory bank for AI agents. Built with the Protocol-Lattice Go…
Agent_go
# AgentGo MCP Service Documentation ## Table of Contents 1. [Overview](#overview) 2. [Architecture](#architecture) 3. [Integration with…
Loyal Spark Loyalty Protocol
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs, mint ERC-20 tokens, manage rewards, trade on P2P marketplace, and get MPC…
Claude Octopus
One brain, many arms. Spawn multiple specialized Claude Code agents as MCP servers via the Agent SDK. Each instance gets its own model, tools, prompt, and…
Modelrunner
Official MCP server for ModelRunner — run 100+ AI models (image, video, audio, 3D) from Claude, Cursor & any MCP client. Remote Streamable HTTP + OAuth 2.1.
Rival Mcp
Rival Mcp is an MCP server that lets AI coding assistants (Claude Code, Cursor, Windsurf, and any MCP-compatible client) natively query AI model comparison…
🔍 🤖 🌐 Ollama Chat with MCP
This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.
Axiom Context
Integrates Axiom's context-aware AI capabilities with Zed workflows through a customizable command interface for enhanced flexibility and seamless deployment.
deAPI Mcp Server
# deAPI MCP Server Production-ready Model Context Protocol (MCP) server for the [deAPI](https://deapi.ai) REST API. This server exposes all deAPI AI…
Graphiti Mcp Pro
Base on Graphiti, Enhanced Core Capabilities, Broader AI Model Compatibility, and Comprehensive Management UI.
🚀 MCP-Ollama Server
Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub, AI images) while keeping data private…
CereBro
A model-agnostic MCP Client-Server for .Net and Unity
Ollama-MCP Bridge WebUI
A web interface connecting local Ollama LLMs to Model Context Protocol (MCP) servers. Enables open-source models to use file operations, web search, and…
Agent Knowledge
Agent Knowledge is an MCP (Model Context Protocol) server that powers AI Agent job interview simulations with a RAG knowledge base. It integrates FAISS vector…
Gemini Email Subject Generator MCP
# Gemini Email Subject Generator MCP A powerful Model Context Protocol (MCP) server that leverages Google's Gemini Flash 2 AI model to generate engaging email…
Azure AI Agent Service + Azure AI Search MCP Server
# Azure AI Agent Service + Azure AI Search MCP Server A Model Context Protocol (MCP) server that enables Claude Desktop to search your content using Azure AI…
TypeScript MCP with Filesystem Server and Ollama Integration
A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP), specifically the Filesystem MCP Server. This project provides…
🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
Building a Watsonx.ai Chatbot Server with MCP in Python
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
Demo de MCP Servers con Chainlit
# Demo de MCP Servers con Chainlit ¡Hola developer 👋🏻! En este repo puedes encontrar un entorno donde probar MCP Servers usando Chainlit. Lo único que debes…
🚀 CrewAI Enterprise MCP Server
CrewAI Enterprise MCP Server Actor for Apify platform - provides AI agent orchestration via Model Context Protocol