
The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
An MCP server for querying Solana transactions using natural language with Solscan API
MCP Server for Wazuh SIEM
ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights powered by the Exa API.

MCP server for understanding AWS spend
A2A protocol client for your terminal
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

A lightweight, lightning-fast, in-process vector database
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
A native macOS AI chat app powered by MLX. 100% local inference on Apple Silicon, no cloud required. Built with ShipSwift.

An MCP Multimodal AI Agent with eyes and ears!
Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP
A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.
A list of open-source AI projects you can use to generate income easily.
A SEC EDGAR MCP (Model Context Protocol) Server

Communicate with external applications of your OS through a toolbar button or context menu item.
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
MCP server for structured and efficient reasoning with step validation, branching, and revisions.
A collection of portable agent skills that scrape ML/AI jobs, score them against your profile, and auto-fill Greenhouse applications.
Research and scraping agent skeleton: tool loop, loadable skills, fallback chains. No data included, configured via .env.
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
Fantasy Premier League Kotlin/Compose Multiplatform sample

Context Engineering: Build Consistent, Accurate, Predictable AI Systems