LocalMind
LocalMind is an local LLM Chat App fully compatible with the Model Context Protocol. It uses Azure OpenAI as a LLM backend and you can connect it to all MCP…
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Personal Productivity Agent
Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis…
MCPHOST-SERVER
MCP server for ollama, openai, and anthropic bridging
Llm Usage & Cost Tracker
A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query…
Toon Token Optimizer
MCP server for TOON (Token-Oriented Object Notation) - Reduce LLM token usage by 50-70%
WhatsApp MCP Assistant (Client-Server)
The WhatsApp MCP Assistant (Client‑Server) is a natural‑language pipeline that sends and schedules WhatsApp messages. It uses a Mistral LLM to interpret user…
Pico8 Mcp
MCP server that lets LLM agents play real PICO-8 carts in deterministic lockstep: press buttons, step frames, inspect screenshots, read Lua globals, peek…
Mcp Client Openai
本项目实现了一个兼容 OpenAI API 格式的 MCP-Client服务，允许通过标准的 OpenAI API 接口与本地 MCP-Server进行交互。
🧠 Model Context Protocol (MCP)
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
Pin Wen
# Dive AI Agent 🤿 🤖  
mcp-rust-agent
A Rust-based implementation of an MCP server and client, demonstrating integration of various tools for LLM assistance.
Ollama MCP Chat
Ollama MCP Chat is a desktop chatbot application that integrates Ollama's local LLM models with MCP (Model Context Protocol) servers
mcpx-py
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
Slackbot MCP
A Slackbot LLM agent that allows connecting to an LLM and MCP servers
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…
MCP-Server-For-LLM
Model Context Protocol Servers written in different languages by me to use along with Claude, Cursor, and other apps
Model Context Protocol (MCP)
Model Context Protocol (MCP) is a client-server protocol that enables communication between large language models (LLMs) and external tools or data sources. It…
Test_mcp_server_chat
La idea de este repositorio fue instanciar un server MCP para poder manejar Tools hacia cualquier agente LLM que acepte tools. Tiene funciones simples de…
BetterMCPFileServer
BetterMCPFileServer is a reimagined Model Context Protocol (MCP) server for filesystem access that introduces privacy-preserving path aliases and an optimized…
ClawSec
Security audit platform for AI agent skills (Claude Code, MCP servers). Provides 5-tier analysis: static analysis, pattern matching, LLM semantic review…
n8n AI Agent with Local MCP Integration (Docker + npx)
# n8n AI Agent with Local MCP Integration (Docker + npx) This repository contains an n8n workflow demonstrating how to integrate the Model Context Protocol…
Code Quality Scanner
Code Quality Scanner is a pay-per-use MCP server that detects vibe-code anti-patterns in AI agent code before production deployment. It uses AST-powered…
Model Context Protocol(MCP) 编程极速入门
This is a step‑by‑step tutorial that teaches how to build a Model Context Protocol (MCP) server and client from scratch using Python 3.11 and the uv package…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…