WebSocket MCP
Model Context Protocol (MCP) server and client with a custom websocket transport layer.
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Spring AI MCP Weather Server Sample with WebMVC Starter
# Spring AI MCP Weather Server Sample with WebMVC Starter This sample project demonstrates how to create an MCP server using the Spring AI MCP Server Boot…
Census-MCP-Server
# Census-MCP-Server > **Disclaimer: This is an independent project and is not officially affiliated with or endorsed by the U.S. Census Bureau. All data is…
🧠 Model Context Protocol (MCP)
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
MCP Enabled Email Reader
MCP server to connect to an email server and search emails
MCPClient Python Application
implementation for interacting between an MCP server and an Ollama model
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…
mcp-client
MCP REST API and CLI client for interacting with MCP servers, supports OpenAI, Claude, Gemini, Ollama etc.
ZIN MCP Client
A lightweight CLI client that bridges local LLMs running on Ollama with STDIO MCP Servers.
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…
CodeWeave Mcp
Save tokens while coding — your AI agent gets structured code context, not file dumps.
Easy Memory
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
WhatsApp Python Automation
WhatsApp Messaging with MCP & Ollama This project integrates PraisonAI Agents with Ollama (llama3.2) and a Go-based WhatsApp bridge. It allows you to send…
mcp_test_with_ollama
an custom mcp server and custom mcp client project powered by ollama's llama 3.2
Weave MCP Server + Client Linked Traces:
# Weave MCP Server + Client Linked Traces: This repo is taken from the example in Arize-ai/phoenix and adapted to export to wandb/weave. Note: There is a race…
MCP-X Agent 🤿 🤖
这是一个MCP客户端，让你轻松配置各个大模型，对接各种MCP Server而开发。This is an MCP client that allows you to easily configure various large models and develop interfaces with various MCP…
AI Image Generation Server with MCP Interface
This project provides an HTTP server for image generation using Stable Diffusion, along with a Model Context Protocol (MCP) server that enables AI agents to…
Orderly Network Mcp Server
# Orderly Network MCP Server A Model Context Protocol (MCP) server providing documentation and SDK patterns for Orderly Network - an omnichain perpetual…
Chatcrystal
<div align="center"> <img src="electron/icon.png" alt="ChatCrystal" width="120" /> # ChatCrystal **Turn your AI conversations into searchable knowledge**…
Frontegg MCP Server
<div align="center"> # Frontegg MCP Server ### 96 tools — mobile-SDK audit/fix (47) + Frontegg Management API (49)…
Solon Ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded…
Mcp Server
# Dodo Payments Node API Library [](https://npmjs.org/package/dodopayments) 
Free2AITools — AI Model Discovery API & MCP Server
# Free2AITools — The Open-Source AI Registry Discover, rank, and compare AI models, datasets, papers, tools, and benchmarks. Updated daily, scored by the…
whois
A minimal example of an MCP agent and server that can be used to ask an AI about who someone is