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MCP Servers

A collection of MCP server examples developed with Java SDKs

OmniMCP provides rich UI context and interaction capabilities to AI models through Model Context Protocol (MCP) and microsoft/OmniParser.

An AI-powered plugin for Caldera that orchestrates long-running LLM workflows to automatically create adversary emulation abilities and plan operations.

A production-ready template for developing Model Context Protocol (MCP) servers using Python and FastMCP.

ElysiaJS plugin for Model Context Protocol with HTTP transport

Интеграционный сервер, использующий Model Context Protocol (MCP), для предоставления доступа к данным и функциям Bitrix24 для больших языковых моделей (LLM) и других AI-агентов.

An Android library that integrates the MCP Kotlin SDK to enable Android applications to host MCP (Model Context Protocol) servers.

Simple MCP Manager Desktop Application

A distributed runtime system for federated AI services with edge computing capabilities.

Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.

Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run in production.

Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers.
Agent Skills

Open-source terminal AI coding-agent harness for studying agent loops, tools, MCP, skills, safety, and persistence.

Blender Assembly is a geometry-building skill for creating reliable 3D models in Blender via MCP. It helps prevent common modelling errors by planning object connections, using correct primitive...

把梵公子几百小时的视频、直播、网盘素材蒸馏成一个可被 AI 调用的思维框架。不是教你「梵公子会怎么回答」,而是教你「梵公子是怎么思考的」。

Claude Code skill for using Codex CLI as an execution specialist for implementation-heavy coding work, multi-file refactors, and wrapper-based execution flows.

Univer Skill enables AI tools to work directly with spreadsheets, Excel workbooks, and CSV files. Powered by Univer CLI, it brings Git-style diffs, reviews, approvals, and rollbacks to spreadsheet...

Human-first multi-agent writing workflow for research, drafting, editing, and fact-checking.

Workspine: plan, execute, and verify AI-assisted work from files in your repo, across sessions and agents.

Claude Code version of skill-autoimprove — auto-improve any CLAUDE.md using Karpathy autoresearch loop

Claude Code skill to extract React components from any production website

Claude Code skill for multi-reviewer peer review of academic papers. Adapted from poldrack/ai-peer-review — uses parallel Claude subagents instead of multiple proprietary LLMs.

Visual organization tools for neurodivergent thinking - Claude Code skill with compassionate task breakdowns, decision trees, and focus support

Utilties for the Developer. Regex, HTTP echo. Diffing