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statelessagent

by sgx-labs·17·Score 43

SAME provides persistent memory for AI coding agents through MCP, enabling context retention across sessions.

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Overview

SAME is a local-first MCP server that solves the problem of AI assistants forgetting context between sessions. It indexes markdown notes, surfaces relevant context automatically, and maintains decision history through SQLite storage. The server provides 19 MCP tools for search, memory management, and session handoffs, working with Claude Code, Cursor, Windsurf, and other MCP clients without requiring API keys or cloud dependencies.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:AI coding agents maintaining context across sessions
you:Team collaboration with multiple AI assistants on codebases
you:Personal knowledge management for developers
you:Does SAME require internet connectivity or cloud services?
you:Which AI coding tools work with SAME?

When to choose this

Choose SAME when you need persistent memory across AI coding sessions for solo developers or small teams, especially when using multiple AI tools like Claude Code, Cursor, or Windsurf and want to maintain context without cloud dependencies.

When NOT to choose this

Don't choose SAME if you need cloud-based collaboration features, enterprise-grade authentication/SSO, or if you prefer a web-based knowledge management solution rather than local-first approach.

Tools this server exposes

12 tools extracted from the README
  • search_notes

    Semantic search across your knowledge base

  • search_notes_filtered

    Search with domain/tag/agent filters

  • get_note

    Read full note content by path

  • save_note

    Create or update a note

  • save_decision

    Log a structured project decision

  • create_handoff

    Write a session handoff

  • get_session_context

    Pinned notes + latest handoff + git state

  • mem_consolidate

    Consolidate related notes via LLM

  • mem_health

    Vault health with trust analysis

  • mem_forget

    Suppress a note from search results

  • mem_restore

    Undo mem_forget (unsuppress a note)

  • index_stats

    Index health and statistics

Comparable tools

memos-mcplinear-mcpgithub-mcp

Installation

# macOS / Linux
curl -fsSL https://statelessagent.com/install.sh | bash

# Windows (PowerShell)
irm https://statelessagent.com/install.ps1 | iex

Or via npm (all platforms): npm install -g @sgx-labs/same

For Claude Desktop, add to your claude_desktop_config.json:

{
  "mcpServers": {
    "same": {
      "command": "npx",
      "args": ["-y", "@sgx-labs/same", "mcp", "--vault", "/path/to/your/notes"]
    }
  }
}

FAQ

Does SAME require internet connectivity or cloud services?
No, SAME is fully local-first and runs without internet connectivity. All data stays on your machine.
Which AI coding tools work with SAME?
SAME integrates with Claude Code (recommended), Cursor, Windsurf, Codex CLI, Gemini CLI, and any MCP client. It provides 19 MCP tools for memory management.

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Last updated · Auto-generated from public README + GitHub signals.