AI ML Resources

An MCP (Model Context Protocol) server that summarizes chat history using OpenAI.

A comprehensive integration between Godot Engine and AI assistants using the Model Context Protocol (MCP). This plugin allows AI assistants to interact with your Godot projects, providing powerful capabilities for code assistance, scene manipulation, and project management.

This is proof of concept on how to use MCP to interactively benchmark vLLM.

Mastra-CRS-MCP Model Context Protocol (MCP) LLM () Web (Playwright )

Turn React Hooks into LLM Tools

This repository contains code for both my live course: O'Reilly Live Online Training for AI Agents A-Z and my video series: Modern Automated AI Agents: Building Agentic AI to Perform Complex Tasks

This project demonstrates the integration of AI capabilities within a Spring Boot application, utilizing the Spring AI framework.

Claude Code MCP is an implementation of Claude Code as a Model Context Protocol (MCP) server. This project allows you to use Claude Code's powerful software engineering capabilities through the standardized MCP interface.

Composable AI Agents & Realtime Data Interfaces Powered by Model Context Protocol CA:0x7bfdb47ab24b6cb7017865431179e150d4bc4444

Documentation

A powerful codebase analysis toolkit that leverages the Model Context Protocol (MCP) for AI-assisted code understanding and transformation.

Uses Alpaca to grab latest & current stock data, + timestamp given symbol.

A Model Context Protocol (MCP) server for Anytype that enables semantic search and RAG (Retrieval-Augmented Generation) capabilities over your Anytype documents.

This server provides logo generation capabilities using FAL AI, with tools for image generation, background removal, and automatic scaling.

https://casibase.org

A project demonstrating different ways to run local language models using various frameworks via LangChain, including web automation tasks with browser_use.Agent.

Chat with your codebase without embeddings by giving the LLM tools to search your code intelligently.

This repository contains a Binary Ninja plugin, MCP server, and bridge that enables seamless integration of Binary Ninja's capabilities with your favorite LLM client.

This repo contains a lightweight MCP (Model Context Protocol) server that exposes simple GitHub utilities allowing AI applications like Cursor or Claude to interact with GitHub repositories.

MCP(Model Context Protocal) AI application . 2024 11 Anthropic , Cursor OpenAI . MCP with LangChain LangGraph application MCP . RAG Amazon RAG Knowledge base , , , chunking , / . MCP server RAG AWS Lambda API .

Allow your AI coding agents to access Figma files & prototypes directly. You can DM me for any issues / improvements: https://x.com/jasonzhou1993

A versatile personal assistant AI agent built with the Model Context Protocol (MCP) that helps with calendar, tasks, emails, and more.

The Valyu MCP Server is a Model Context Protocol (MCP) tool that enables AI models to retrieve high-quality context from Valyu's API, including full search capabilities over Wikipedia, arXiv papers (great for finance, research, etc.), and web search.

A FastAPI service that converts natural language queries to SQL/NoSQL queries using LangChain and Claude.

A GitHub Pull Request Code Review server using Model Context Protocol

A powerful command-line tool for discovering, installing, and managing Model Context Protocol (MCP) servers. This tool simplifies the process of connecting Large Language Models (LLMs) to external data sources, tools, and services.

SpringAI MCP demo

This project consists of two main components:

Gemini MCP Desktop Client is a desktop client built with Electron, Vite, React, and TypeScript, designed to interact with various Model Context Protocol (MCP) servers. It also integrates Google's Gemini API to provide a powerful LLM chat experience.

A Blender automation addon driven by large language models (e.g. Deepseek, Claude). Using MCP protocol standardized interface, supports multiple LLM providers including DeepSeek, OpenAI, Anthropic, OpenRouter, SilicorFlow, etc.

This is a MCP server (Stdio) for Vertex AI Search (Discovery Engine).

MarketScope AI is an intelligent analytics platform that helps you understand and analyze different healthcare market segments using advanced AI and natural language processing.

This repository contains the source code for a Model Context Protocol (MCP) server that provides access to the Perplexity AI API. This server allows users to interact with Perplexity AI through various tools, including chatting, searching, and retrieving documentation.

Transform requirements into actionable tasks, generate implementation plans, track progress, and accelerate development all powered by AI, directly within your workflow.

This repository contains workflow configurations for a Model Context Protocol (MCP) server that integrates AI capabilities with n8n automation platform.

A powerful YOLO (You Only Look Once) computer vision service that integrates with Claude AI through Model Context Protocol (MCP). This service enables Claude to perform object detection, segmentation, classification, and real-time camera analysis using state-of-the-art YOLO models.

A Model Context Protocol (MCP) server that enables LLMs to interact with Anki flashcard software through the AnkiConnect API.

Spring Boot 3.x Spring AI MCP AI

Coordinate between Claude Code, Cursor, Windsurf, and other AI tools as a collaborative development team

A Model Context Protocol server for calculating. This server enables LLMs to use calculator for precise numerical calculations.

GO for Large LanguagE Model (GOLLEM)

An AI-powered agent that integrates with multiple MCP (Multi-Client Protocol) servers, providing a unified interface for command execution and interaction. The agent uses pydantic-ai for core logic, pydantic-settings for configuration, and offers a Gradio-based UI for user interaction and real-time feedback.

Model Context Protocol server for Task Management. This allows Claude Desktop (or any MCP client) to manage and execute tasks in a queue-based system.

A bridge that enables any LLM to access and interact with documented REST APIs through the Model Context Protocol (MCP).

A fully-updated RAG template using Streamlit, Qdrant, and OpenAI, featuring:

Simple demo that implment mcp client and mcp server based on openrouter model you need add your own api key

A powerful bridge between Ollama and the Model Context Protocol (MCP), enabling seamless integration of Ollama's local LLM capabilities into your MCP-powered applications.

This project implements an MCP (Model Context Protocol) server that provides tools for generating and editing images using OpenAI's gpt-image-1 model via the official Python SDK.

Runbox MCP provides remote coding environment for AI and agents. It can publish your AI-written website code as real world URL domain. Deploy your AI generated code as a real website running in remote server.

Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP).

A local vector database system that provides LLM coding agents with fast, efficient search capabilities for software projects via the Message Control Protocol (MCP).

Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to LLMs- https://docs.anthropic.com/en/docs/agents-and-tools/mcp

A curated list of Model Context Protocol (MCP) resources.

An MCP server for analyzing images using OpenRouter vision models. This server provides a simple interface to analyze images using various vision models like Claude-3.5-sonnet and Claude-3-opus through the OpenRouter API.

A Lightweight Language Model Client