Simosphere Ai
MCP integration examples for SIMOSphere AI — connect CRM, ERP, documents with AI agents. GDPR-compliant.
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Meridian
Shared memory and coordination for AI coding sessions. Persistent sprint board, human-in-the-loop queue, and parallel session protection. Works with Claude…
EMQX
Integrates with EMQX MQTT broker to enable real-time IoT device management, client monitoring, and message publishing for MQTT-enabled systems.
Ambix
Ambix is your product team's shared strategic memory, served as a remote MCP server. It connects Claude (and any MCP client) to your Ambix workspace —…
Stock Assistant MCP Server
# Stock Assistant MCP Server This project implements a simple Model Context Protocol (MCP) server that provides real-time stock data, historical analysis, and…
LawMem — Legal Memory for AI Agents
LawMem gives legal AI agents persistent, searchable memory via MCP. Store case notes, client context, research findings, and matter history — recalled…
MeetSync MCP Server
Calendar negotiation API for AI agents. Exposes all 19 MeetSync endpoints as named MCP tools — find mutual availability across participants, manage scheduling…
Mcp Feedback Enhanced
# MCP Feedback Enhanced **🌐 Language / 語言切換:** **English** | [繁體中文](README.zh-TW.md) | [简体中文](README.zh-CN.md) **Original Author:** [Fábio…
Slotix
MCP Server for Slotix - AI-powered appointment management. Manage appointments, clients, availability and send notifications through Claude Desktop or ChatGPT.
MCP Ruby Server Skeleton
Experimental Ruby implementation of Model Context Protocol (MCP) - A starter server framework for trying out LLM integrations
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…
CodeCompass
CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates…
Ahammedshaik
<p align="center"> <img width="395" alt="prompts.chat" src="https://github.com/user-attachments/assets/e0d0e32d-d2ce-4459-9f37-e951d9f4f5de" /> </p> <h3…
zmem MCP Memory Server
Global MCP server that manage all the project data,
OpenRouter Agents MCP Server
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research…
xgmem MCP Memory Server
Global MCP server that manage all the project data,
MCP AI Infra Real Time Agent
This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command…
🔍 🤖 🌐 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.
Pacman MCP Server
A Model Context Protocol server that provides package index querying capabilities.
Context Autopilot
# Context Autopilot **Automated context collection for coding agents.** Mines your real agent sessions — every instruction you repeated, every correction you…
AI Publications 📚
Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM…
FreeCustom.Email MCP — AI Email + OTP Automation for Agents
AI-native disposable email + OTP extraction for LLM agents.
Nonead Universal-Robots MCP Server
nUR_MCP_SERVER is an intelligent industrial collaborative robot control middleware system built based on the MCP (Model Control Protocol) interface protocol…
AgentCrush
Protocol-neutral market intelligence for the AI agent economy. Multi-signal ranking of AI agents across 4 category methodologies (model families, tokenized…