BetaDatabase

SAME - Stateless Agent Memory Engine

io.github.sgx-labs/same · v0.12.1

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

Gecko Rating
40
Beta
GitHub Stars
24
as of 2026-11-14
Transport
Stdio
v0.12.1
Last Update
2026-04-09

Ready-to-paste config for every major MCP client

claude mcp add same -- npx io.github.sgx-labs/same # or uvx io.github.sgx-labs/same for Python
Stdio transport · runs the server as a local subprocess.Claude Code docs

5-49 stars · working prototypes, early adopters welcome.

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SAME - Stateless Agent Memory Engine · Gecko Rating
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What is SAME - Stateless Agent Memory Engine?

SAME - Stateless Agent Memory Engine is an MCP (Model Context Protocol) server in the Database category. Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

How is SAME - Stateless Agent Memory Engine rated?

BenchGecko rates SAME - Stateless Agent Memory Engine Beta on the Gecko Rating ladder (40/100). 5-49 stars · working prototypes, early adopters welcome. The underlying GitHub repository has 24 stars.

How do I install SAME - Stateless Agent Memory Engine?

SAME - Stateless Agent Memory Engine supports Claude Code, Cursor, Windsurf, and VS Code. Each client needs a different config format · BenchGecko shows ready-to-paste snippets for all four above. Stdio servers run locally via npx; streamable-http and SSE servers connect over the network.

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