# SAME - Stateless Agent Memory Engine

> Use this tool when you need to enable AI coding agents to retain persistent memory, solving problems of knowledge retention and recall in local development environments. SAME provides a local-first solution with SQLite and vector search capabilities, accepting input data and outputting relevant information for agent decision-making. Ideal for use cases requiring agents to learn from experience and adapt to new information over time.

Canonical page: https://skillsregistry.net/skills/io-github-sgx-labs-same  
JSON: https://api.skillsregistry.net/v1/skills/io-github-sgx-labs-same

## Description

Persistent memory for AI coding agents. Local-first SQLite + vector search, 12 MCP tools.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 0.12.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-04-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.sgx-labs%2Fsame)
- **Repository:** <https://github.com/sgx-labs/statelessagent>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "io-github-sgx-labs-same"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-sgx-labs-same` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-sgx-labs-same/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt