MCP server for token-efficient large document analysis via the use of REPL state

🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration

MCPify is an AI enablement compiler that transforms existing applications into AI-native, agent-operable systems.

CTOP - Interactive Process Viewer for AI Coding Agents

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

Cli & MCP server for msw (Mock Service Worker) for AI Agents with dynamic mocking

Android ADB CLI tool including integrated MCP Server with common adb actions used during development

Token usage tracker for (not only) OpenCode

Fast, flexible, and open tooling for building intelligent workflows with Cypress.

Turn complex AI analysis into consultant-style, visual, interactive decision briefings.

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

Your ultimate Go microservices framework for the cloud-native era.

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

The Unofficial and Awesome Home Assistant MCP Server

Minimal Coding Agent Harness on MCP for ChatGPT, Claude, Hermes, Grok Bot, OpenClaw

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

A structural code search engine for Al agents.

lunar.dev: Agent native MCP Gateway for governance and security

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

An MCP server for Azure DevOps

MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

the best interface for Claude Code