Semantic Sift
# 🔍 Semantic-Sift **The Reasoning-First Middleware for High-Fidelity Agentic Workflows.** [
Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
MCP Palette: Model Context Protocol Server Manager
Desktop application for managing Model Context Protocol servers (MCP). Provides a centralized interface to configure and manage MCP servers for use with LLMs…
Building a Watsonx.ai Chatbot Server with MCP in Python
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
Aura Backend - Advanced AI Companion
The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations…
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
Fastalert Mcp Server
# FastAlert MCP Server Official Model Context Protocol (MCP) server for [FastAlert](https://fastalert.now). This server allows AI agents (like Claude, ChatGPT…
Multi-User MCP Server with Chatbot and Agent
Multi user Full Stack App with Chatbot and Agent in Javascript, FastAPI and PyMongo
AI Agent App
A sample repository for AI Agent and App integration
Claude Orchestration MCP Server
MCP server for orchestrating multiple Claude Code sessions
Ahammedshaik
<p align="center"> <img width="395" alt="prompts.chat" src="https://github.com/user-attachments/assets/e0d0e32d-d2ce-4459-9f37-e951d9f4f5de" /> </p> <h3…
ChatMate - Your AI-Powered Chatbot
frontend for generic MCP server based chatbot
MCP GraphQL
# MCP GraphQL [](https://smithery.ai/server/@setyolegowo/mcp-server-graphql) ##…
ACI: Open-Source Infra to Power Unified MCP Servers
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified…
Context Autopilot
# Context Autopilot **Automated context collection for coding agents.** Mines your real agent sessions — every instruction you repeated, every correction you…
🔎 GPT Researcher
An autonomous agent that conducts deep research on any data using any LLM providers
Open Multi-Agent Canvas
The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research
Assistant MCP Server
An MCP server that dynamically loads tools from an external JSON file configured via an environment variable.
Fashion Recommendation System
Analyzes fashion images using CLIP to extract clothing attributes like style, color, and fabric, then generates personalized recommendations based on detected…
Model Context Protocol Server for NebulaGraph
The Model Context Protocol Server for NebulaGraph is an MCP server that provides LLM tooling systems with seamless access to NebulaGraph 3.x. It enables graph…
MCP (Model Context Protocol) 서버
# MCP (Model Context Protocol) 서버 MCP 서버는 다양한 LLM(Large Language Model)을 통합 관리하고 표준화된 인터페이스를 제공하는 서비스입니다. 이 프로젝트는 DeepSeek와 Llama 모델을 통합하여 모델 간 전환이 용이하고, 컨텍스트…
model-context-protocol
A custom server project built using the Model Context Protocol (MCP) in Python. This repository documents my learning, experiments, and development progress.
Crazyrouter Mcp Server
# Crazyrouter MCP Server — Access 627+ AI Models with One API > **One key. 627+ models. Text, image, video, audio, music, 3D — all through MCP.** [
Model Context Protocol Resources & Guides
Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.