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>…
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…
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 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.
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…
Gemini MCP Server
# Gemini MCP Server Multi-context processing (MCP) server using Gemini API for analyzing webpages. ## Features - Screenshot and analyze webpages - Tag and…
Google A2A Agent Example
Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP
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…
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…
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…
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.)…
Ahammedshaik
<p align="center"> <img width="395" alt="prompts.chat" src="https://github.com/user-attachments/assets/e0d0e32d-d2ce-4459-9f37-e951d9f4f5de" /> </p> <h3…
Vertex AI MCP Server
[](https://mseep.ai/app/shariqriazz-vertex-ai-mcp-server)…
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…
🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server
Simple MCP server using Claude to interact with a local JSON 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…
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…
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…