Alibaba Cloud's ack-mcp-server unifies container operations capabilities, enabling AI assistants and third-party AI agents to perform complex tasks via natural language through the MCP protocol, empowering container-native AIOps. DingTalk discussion group: 70080006301

code graph rag mcp

MCP server for natural language interaction with Power BI datasets

Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline

QMT-MCP 模块化量化交易助手

MCP server for seamless document format conversion and processing

A Rails application template for bootstrapping Rails + MCP applications

Self-hosted URL-to-Markdown service for humans and AI agents. PWA + REST + MCP + Claude Code skill, with Reddit support and refreshable share links.

If it's on the screen, it's an API. Control any desktop app via REST + MCP. Rust.

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & more.

mcp feedback collector web

智能客服多Agent系统 — 企业级面试项目全攻略 | Supervisor编排 + 分层记忆 + MCP + 全链路追踪 | Python/Java/Go三语言实现

Secure remote MCP server for Obsidian vaults -- access your notes from Claude, your phone, or any MCP client, anywhere. OAuth 2.0 auth, Cloudflare Tunnel, atomic writes safe for Obsidian Sync.

Lightweight, composable MCP framework for TypeScript

MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.

FlowVision，一键分析项目代码 · 自动生成架构流程图 · 可视化编辑 · MCP 实时同步

An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.

Standalone MCP client with HTTP streamable transport, chat UI, and dynamic tool orchestration against Apify MCP Server, emphasizing testability and open-source transparency.

MCP bridge system optimized for Xiaozhi AI integration

A curated collection of cutting-edge AI agent frameworks, developer tools, and automation resources — by AI Pulse Georgia

Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.

일반인들이 AI를 통해 법률 정보를 쉽게 조회할 수 있는 MCP 서버. 법령 검색, 조문 조회, 판례 검색 등 159개 API 지원.