Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
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Vuda (visual Ui Debug Agent)
# VUDA: Visual UI Debug Agent <a href="https://ibb.co/YTWc0mMQ"><img src="https://i.ibb.co/TqT4W6S2/VUDAbanner.png" alt="VUDAbanner" border="0"></a> [
Ollama Hive MCP Server
# Ollama Hive MCP Server A TypeScript-based Model Context Protocol (MCP) server that integrates with Ollama models using LangChain. This server provides tools…
Open Source MCP CLient Library
<picture> <img alt="" src="./static/image.jpg" width="full"> </picture> <h1 align="center">Open Source MCP CLient Library </h1>…
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…
Mcp Server And Claude for Desktop Example
# Mcp Server And Claude for Desktop Example ## 0. SetUp Claude for Desktop [Download - Claude](https://claude.ai/download) ## 1. Packages Installation ```bash…
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.
Google A2A Agent Example
Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP
FastAPI MCP Server + LangChain Client Example
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent…
Gemini MCP Server
# Gemini MCP Server Multi-context processing (MCP) server using Gemini API for analyzing webpages. ## Features - Screenshot and analyze webpages - Tag and…
Storm MCP Server with Sionic AI serverless RAG
# Storm MCP Server with Sionic AI serverless RAG ## Korean (한국어) ### Storm MCP(Model Context Protocol) Server Storm MCP(Model Context Protocol) 서버는 LLM 애플리케이션과…
OpenAI MCP Example
This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server…
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
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…
Ahammedshaik
<p align="center"> <img width="395" alt="prompts.chat" src="https://github.com/user-attachments/assets/e0d0e32d-d2ce-4459-9f37-e951d9f4f5de" /> </p> <h3…
Loki MCP Server
# Loki MCP Server A [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol/mcp) server for Grafana Loki that provides AI agents with access to…
AI Agent Starter with PydanticAI and MCP
# AI Agent Starter with PydanticAI and MCP A base project using PydanticAI’s Agent API. Connects to any LLM provider (such as OpenAI, Groq, Azure OpenAI, etc.)…
Vertex AI MCP Server
[](https://mseep.ai/app/shariqriazz-vertex-ai-mcp-server)…
MCP Server TypeScript Template
MCP Server TypeScript Template is a starter project for building Model Context Protocol (MCP) servers with TypeScript. It provides a simple example server with…
Sugra API MCP
Official MCP server for the Sugra API, giving AI agents source-attributed access to 1,500+ endpoints across 36 data domains from 160+ primary sources. Covers…
Memos
# MemOS: Memory Operating System for AI Agents MemOS is an open-source **Agent Memory framework** that empowers AI agents with **long-term memory, personality…
🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server
Simple MCP server using Claude to interact with a local JSON server
Contextual MCP Server
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…