mcp

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

LangChain 🔌 MCP

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.

Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

Model Context Protocol(MCP) 编程极速入门

GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.

Lightweight AI-friendly Docker Swarm management

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.

Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend.

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

Allow LLMs to control a browser with Browserbase and Stagehand

Open-source SEO, GEO, and marketing skills for AI agents.

Token conscious database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Open-source sandboxed agent harness for teams. Giving every employee a secured personal agent.

Connect any AI model to 1200+ integrations (MCP, CLI, API)