Void MCP Server
# Void MCP Server This project provides a Model Context Protocol (MCP) server for managing LLM context data. A small utility `run_local.py` can launch a local…
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Advanced MCP Agent Streamlit App
using different mcp servers to automate the tasks
Customer Support RAG Chatbot
# Customer Support RAG Chatbot A Retrieval-Augmented Generation (RAG) chatbot trained on customer support documentation to assist users by answering queries…
MCP with Langchain Sample Setup
Sample MCP Server & Client setup, compatible with LangChain
Model Context Protocol (MCP)
A working pattern for SSE-based MCP clients and servers using Gemini LLM
LangChain MCP Client Streamlit App
This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM…
Ollama Pydantic Project
Created sample project for pydantic agent with local ollama model with mcp server integration.
Time Conversion Assistant
A Streamlit-based web application that helps users with time-related queries and conversions using Amazon Bedrock. It is designed for users who need quick time…
MCP-ChatBot
MCP-ChatBot is a containerized chatbot application that uses the Modular Capability Protocol (MCP) to enable LLM interactions with external services. It…
mcp-security-sandbox
MCP Security Playground - Hack with MCP Servers, MCP Clients. Try out different vulnerabilities and abuse LLMs and agents in a UI friendly experimentation lab
SwarmUI_MCP_Agent
A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent
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…
Open Source MCP CLient Library
<picture> <img alt="" src="./static/image.jpg" width="full"> </picture> <h1 align="center">Open Source MCP CLient Library </h1>…
SpatialGrid MCP Chat Interface
# SpatialGrid MCP Chat Interface This project provides a modern chat interface for interacting with the SpatialGrid MCP (Model Context Protocol) server. ##…
MCP + Ollama Local Tool Calling Example
# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call Python…
HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
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…
Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
OpenAI Integration with MCP
# OpenAI Integration with MCP This section demonstrates how to integrate the Model Context Protocol (MCP) with OpenAI's API to create a system where OpenAI can…
Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server
# Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server 
📦 mcp-client-go
mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) servers
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…
Terminal-based Chat Client with MCP Server Integration
A terminal-based chat client that connects to an MCP server and integrates with OpenAI's API, including a weather service as an example of MCP functionality…
Mcp client example
This is a sample CLI chat application for an AI assistant using the Anthropic API in conjunction with an MCP client and MCP server.