Is Same MCP Server safe to use?

Same MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install Same MCP Server?

Same MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Same MCP Server do?

Same MCP Server provides 18 tools: search_notes, search_notes_filtered, search_across_vaults, get_note, find_similar_notes and 13 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Same MCP Server?

Same MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Same MCP Server actively maintained?

Same MCP Server is recently maintained — last commit was 51 days ago. It has 19 GitHub stars.

Same MCP Server

same

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

19 6/wk 18 tools GitHub npm

No known CVEs

No license

Maintained

Last commit 51d ago

Works with most clients

Transport: stdio, sse, http

18 tools · ~703 tok

Grade B · 0.4% of 200K ctx

Edit this pageView history

AI / ML Data

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

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

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-sgx-labs-same)](https://mcppedia.org/s/io-github-sgx-labs-same)

Read me

What Same MCP Server does

Your AI forgets everything between sessions. SAME fixes that.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'same' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

79/100across 5 weighted dimensions

How we score →

0255075100

−21

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked same against OSV.dev.

Inventory

Tools (18)

Click any tool to inspect its schema.

~703 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Same MCP Server safe to use?: Same MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Same MCP Server?: Same MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Same MCP Server do?: Same MCP Server provides 18 tools: search_notes, search_notes_filtered, search_across_vaults, get_note, find_similar_notes and 13 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Same MCP Server?: Same MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Same MCP Server actively maintained?: Same MCP Server is recently maintained — last commit was 51 days ago. It has 19 GitHub stars.

Similar servers

Others in ai-ml / data

View all →

Memory MCP Server98

Persistent memory using a knowledge graph

86.4k 5

PostgreSQL MCP Server98

Query and manage PostgreSQL databases directly from AI assistants

86.4k 1

Sequential Thinking MCP Server98

Dynamic problem-solving through sequential thought chains

86.4k 1

Antigravity Workspace Template96

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.

1.2k 2

MCP Security Weekly

Get CVE alerts and security updates for Same MCP Server and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

AI / ML Data

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

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

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-sgx-labs-same)](https://mcppedia.org/s/io-github-sgx-labs-same)

Read me

What Same MCP Server does

Your AI forgets everything between sessions. SAME fixes that.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'same' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

SAME — Persistent Memory for AI Coding Agents

Your AI forgets everything between sessions. SAME fixes that.

SAME gives every AI coding tool persistent memory. Claude Code, Cursor, Windsurf, Codex CLI, Gemini CLI — one memory layer that works everywhere. It indexes your markdown notes, surfaces relevant context automatically, and records decisions and handoffs so your AI picks up where it left off.

One binary. Fully local. No cloud. No telemetry. Mac, Linux, Windows, Raspberry Pi.

Install

# 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

Installed via npm? Update with npx same@latest or npm update -g @sgx-labs/same.

See It Work

same demo

Indexing 5 sample notes...
Searching: "authentication decision"

  1. decisions/auth-strategy.md (score: 0.94)
     "We chose JWT with refresh tokens for..."

  2. notes/api-security.md (score: 0.87)
     "Auth middleware validates tokens at..."

Asking: "what did we decide about authentication?"

  Based on your notes, you decided to use JWT with refresh
  tokens (decisions/auth-strategy.md). The API middleware
  validates tokens at the gateway level (notes/api-security.md).

No accounts. No API keys. Everything runs locally.

Quickstart

# 1. Point SAME at your project
cd ~/my-project && same init

# 2. Test search
same search "authentication decision"

# 3. Done. Your AI now has memory.
# Start Claude Code, Cursor, or any MCP client.

same init sets up hooks and MCP tools automatically. Your AI gets relevant context on every session start.

Key Features

Your AI remembers everything -- Decisions, handoffs, and context survive across sessions. Close your terminal, switch projects, come back tomorrow. Nothing gets lost.
Memory integrity -- Tracks provenance (where notes came from), detects when source files change, and flags stale knowledge. Stale notes rank lower in search automatically. same health shows trust state across your vault.
Dual-layer memory -- Extracts atomic facts from your notes via LLM. Facts are independently searchable and boost source notes in search results. The right answer surfaces even when the fact is buried in an unrelated conversation.
Streamable HTTP transport -- same web --mcp enables an HTTP MCP endpoint with Bearer token auth. Connect from Open WebUI, LobeChat, or any HTTP MCP client — no stdio required.
Works with your tools -- 19 MCP tools for Claude Code, Cursor, Windsurf, or any MCP client. Search, save decisions, create handoffs without leaving your editor.
Safe for teams -- Multiple AI agents on the same codebase won't step on each other. File claims, push protection, and attribution built in.
Instant expertise -- 17 pre-built knowledge vaults with 870+ curated notes. One command to install. Your AI gets domain knowledge in seconds.
Connected knowledge -- See how decisions, files, and notes relate to each other. Ask "what depends on this?" and get real answers. Powered by SQLite.

Security & Teams

SAME includes built-in PII scanning and push protection:

PII scanning -- P

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

79/100across 5 weighted dimensions

How we score →

0255075100

−21

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked same against OSV.dev.

Inventory

Tools (18)

Click any tool to inspect its schema.

~703 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Same MCP Server safe to use?: Same MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Same MCP Server?: Same MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Same MCP Server do?: Same MCP Server provides 18 tools: search_notes, search_notes_filtered, search_across_vaults, get_note, find_similar_notes and 13 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Same MCP Server?: Same MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Same MCP Server actively maintained?: Same MCP Server is recently maintained — last commit was 51 days ago. It has 19 GitHub stars.

Similar servers

Others in ai-ml / data

View all →

Memory MCP Server98

Persistent memory using a knowledge graph

86.4k 5

PostgreSQL MCP Server98

Query and manage PostgreSQL databases directly from AI assistants

86.4k 1

Sequential Thinking MCP Server98

Dynamic problem-solving through sequential thought chains

86.4k 1

Antigravity Workspace Template96

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.

1.2k 2

MCP Security Weekly

Get CVE alerts and security updates for Same MCP Server and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?