Statelessagent, also known as SAME, is an MCP server tool developed by Sgx Labs. Built primarily with Go, this free local-first memory layer helps AI coding tools retain context across sessions. It indexes markdown notes to surface relevant information and supports collaboration for developers. Statelessagent integrates with various AI agents, acting as a critical backend for maintaining continuity in AI-assisted development workflows on the mcp platform.

What does Statelessagent connect to?

Statelessagent (SAME) functions as a Model Context Protocol server, providing persistent memory to AI coding tools and agents. It connects with prominent AI tools such as Claude Code, Cursor, Windsurf, Codex CLI, and Gemini CLI, acting as a local-first memory layer. The tool is compatible with Open WebUI and LobeChat. It operates by indexing markdown notes, then surfacing relevant context to connected AI clients, and is powered by SQLite for data management.

Core features and tools

Statelessagent exposes 19 MCP tools designed to enhance AI coding agent capabilities. Key functionalities include Search, save decisions, and create handoffs for AI clients. The command-line interface provides essential tools such as "same init" for configuration, "same search" for querying indexed content, "same demo" for demonstrations, and "same health" for operational checks. It supports streamable HTTP transport and does not require standard input/output for its operations.

Who is it for?

Statelessagent targets developers who utilize AI coding tools and agents in their daily workflows. It is designed for those needing to provide their AI assistants with persistent memory, enabling them to recall past decisions and context. The tool also supports teams requiring secure collaboration features, including file claims and push protection, alongside PII scanning and audit logging. This is not the right fit if your development workflow does not involve AI coding tools or agents.

How to get started

Access to the HTTP MCP endpoint is granted through Bearer token authentication. The setup process involves running the "same init" command to configure necessary hooks and MCP tools.

Use cases

• Providing persistent memory for AI agents, allowing them to retain decisions, handoffs, and context across sessions.
• Enabling contextual search and retrieval from indexed markdown notes to provide relevant information to AI agents for coding tasks.
• Facilitating secure team collaboration by preventing conflicts between multiple AI agents on the same codebase through features like file claims and push protection, alongside PII scanning and audit logging.

Statelessagent (SAME) is a free MCP server developed by Sgx Labs, built with Go. It serves as a local-first memory solution for AI coding tools, enhancing their capabilities with persistent context and advanced collaboration features. By indexing markdown notes and offering secure team functions, it addresses critical needs for developers working with AI agents.