OpenStack MCP + Agent PoC
A proof-of-concept that runs an OpenStack Model Context Protocol (MCP) server alongside a basic agent companion program to test it. It uses the OpenStack code…
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WebSocket MCP
Model Context Protocol (MCP) server and client with a custom websocket transport layer.
MCP demo (DeepSeek as Client's LLM)
Run a MCP client & server demo with DeepSeek API
YouTube transcript extractor for your LLM
MCP server that downloads YouTube transcripts
Secure LLM Proxy
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. Drop-in replacement — set OPENAI_BASE_URL to point to this server. Supports…
File Search Assistant with LLM Integration
Learn how to: ✅ Build a file-search AI using natural language queries ✅ Create embeddings from local Linux files using Hugging Face models ✅ Integrate Gemini…
Imagine if you could turn an LLM into a simulator
AgentTorch MCP Server - Imagine if your models could simulate
Jentic
# Jentic SDK & MCP Plugin [Beta] Jentic MCP empowers AI agent builders to discover and integrate external APIs and workflows rapidly—without writing or…
MCP Tools
# MCP Tools A custom Model Context Protocol (MCP) server implementation that provides file system and command execution tools for Claude Desktop and other LLM…
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"…
MCP-LLM Bridge
Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools
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.)…
MCP Guardian
MCP Guardian manages your LLM assistant's access to MCP servers, giving you real-time control over your LLM's activity. It logs all MCP server activity, allows…
mcp-server-receipt
mcp-server-receipt is an MCP protocol server that provides context for LLMs to automatically organize receipt files. It instructs the LLM on naming conventions…
WorkflowLearner
To teach LLM Agents understand workflows with PSR.exe's hmt.
unsplash-mcp-server
# unsplash-mcp-server ### 모델 컨텍스트 프로토콜(MCP) 서버 개발 가이드: LLM을 위한 강력한 도구 구축 [
Spring AI integration with MCP (Model Context Protocol)
Spring AI MCP extends the MCP Java SDK with Spring Boot integration, providing both client and server starters. It enables AI models to interact with external…
Onyx MCP Server
[](https://mseep.ai/app/lupuletic-onyx-mcp-server) # Onyx MCP…
Enterprise Model Context Protocol (MCP) Server & Client
A comprehensive enterprise-grade implementation of the Model Context Protocol (MCP) for connecting LLMs with enterprise tools and data sources. It is…
Weather MCP Server
# Weather MCP Server A Model Context Protocol (MCP) server implementation that provides weather alerts for US states, built using the MCP Python SDK. This…
Ejemplo de Servidor MCP
# Ejemplo de Servidor MCP Este repositorio contiene una implementación de un servidor Model Context Protocol (MCP). Este código demuestra cómo construir un…
Simple MCP Client
A simple command-line MCP (Model Context Protocol) client for testing MCP servers using Python. It supports chatting with various LLM providers and connecting…
Unified MCP Client Library for Elixir
🌐 Mcpixir is the open source way to connect any LLM to any MCP server and build custom agents that have tool access, without using closed source or application…
OpsNow MCP Asset Server
# OpsNow MCP Asset Server ## 소개 OpsNow MCP Asset Server는 Model Context Protocol(MCP)을 기반으로 하여 OpsNow의 자산 데이터를 LLM 벤더의 데스크톱 애플리케이션(예: Claude)에 제공하는 서버입니다. ##…