Dev Tools & GitMCP RegistrypypiB · 71

memory-search-mcp

Name: memory-search-mcp
Author: CSOAI-ORG

io.github.CSOAI-ORG · Updated 2mo ago

Memory Search MCP Server by MEOK AI Labs

At a glance

memory-search-mcp is an MCP server in the Dev Tools & Git category. It runs locally over stdio via `uvx memory-search-mcp`, and declares no required credentials. It scores B (71/100) on the MCP Skills Hub health score as of Oct 27, 2026.

Source 0

One-click install

VS Code VS Code Insiders Cursor

Opens your editor and pre-fills the config. Your editor will ask before adding it.

How to install memory-search-mcp in your AI client

Setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, Cline and VS Code — copy-paste ready.

How to install memory-search-mcp in Claude CodeAnthropic's agentic CLI

Add the server

bash

claude mcp add memory-search-mcp -- uvx memory-search-mcp

2
Verify it's connected
bash
```
claude mcp list
```
Sharing it with your team?
Add `--scope project` to write it to .mcp.json in the repository root, which you can commit (with the secrets left as environment variables).
Use it in a session
Ask Claude to use the tools this server exposes. It discovers them automatically.

How to install memory-search-mcp in Claude DesktopDesktop app (MCP config)

Open your MCP config
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

Add this server

json

{
  "mcpServers": {
    "memory-search-mcp": {
      "command": "uvx",
      "args": [
        "memory-search-mcp"
      ]
    }
  }
}

Restart Claude Desktop
The tools appear under the 🔌 menu once the app reloads.

How to install memory-search-mcp in CursorAI-first code editor

Create / edit .cursor/mcp.json in your project

json

{
  "mcpServers": {
    "memory-search-mcp": {
      "command": "uvx",
      "args": [
        "memory-search-mcp"
      ]
    }
  }
}

Enable it
Cursor Settings → MCP → toggle the server on. Tools become available to the Composer/Agent.

How to install memory-search-mcp in Codex CLIOpenAI coding agent

Add to ~/.codex/config.toml

toml

[mcp_servers.memory-search-mcp]
command = "uvx"
args = ["memory-search-mcp"]

Run Codex
Codex loads MCP servers from config.toml on startup and exposes their tools to the agent.

How to install memory-search-mcp in WindsurfCodeium's agentic IDE

Edit ~/.codeium/windsurf/mcp_config.json

json

{
  "mcpServers": {
    "memory-search-mcp": {
      "command": "uvx",
      "args": [
        "memory-search-mcp"
      ]
    }
  }
}

Reload
Windsurf → Cascade → refresh MCP servers. Cascade can now call the tools.

How to install memory-search-mcp in ClineVS Code autonomous agent

Open Cline → MCP Servers → Configure
Adds to cline_mcp_settings.json.

Add the server

json

{
  "mcpServers": {
    "memory-search-mcp": {
      "command": "uvx",
      "args": [
        "memory-search-mcp"
      ]
    }
  }
}

How to install memory-search-mcp in VS CodeCopilot / MCP support

Create .vscode/mcp.json

json

{
  "servers": {
    "memory-search-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "memory-search-mcp"
      ]
    }
  }
}

Start it
VS Code shows a ▶ Start action above the server entry. Agent mode (Copilot Chat) can then use the tools.

What tools does memory-search-mcp expose?

This server runs as a local package. We only query remote servers for their tool list — asking this one would mean executing it, so its tools are listed in the documentation below.

What the code can do

Source analysis currently covers npm packages only. This server ships as a Python package, which needs a different parser.

Before you install

Signals gathered from the source repo and package registry — not a safety verdict.

What it can reach

Runs code on your machine — Executes as a local process with your user's permissions, including filesystem access.
Downloads at launch — The package is fetched from its registry each run unless you pin a version.

Last commit 20 days ago — Actively maintained.
0 GitHub stars — Very little community usage so far.

Client compatibility

Claude Code: NativeClaude Desktop: NativeCursor: NativeCodex CLI: NativeWindsurf: NativeCline: NativeVS Code: Native

Health score

B · 71

Maintenance, adoption, transparency and packaging — not a safety audit. How this is calculated

Maintenance30%100%
Last commit 20 days ago.
Adoption20%0%
0 stars.
Transparency20%75%
3/4: ✓ public source repo, ✓ declared license, ✓ documentation, ✗ discoverable tool list.
Provenance15%75%
Links to its own repository; package linkage unverified.
Packaging15%100%
Publishes a pinned version (1.0.9).

Documentation

Full README

Memory Search MCP

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowle...

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowledge base, and memory consolidation.

Quick Install

| Client | Install | |--------|---------| | Claude Desktop | ![Install in Claude](https://claude.ai) | | Cursor | ![Install in Cursor](https://cursor.com) | | VS Code | ![Install in VS Code](https://code.visualstudio.com) | | Windsurf | ![Install in Windsurf](https://codeium.com/windsurf) | | Docker | docker run -p 8000:8000 memory-search-mcp | | pip | pip install memory-search-mcp |

Overview

🚀 Quick Start

bash

# Install via pip
pip install memory_search_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install memory-search-mcp --client claude

✨ Features

MCP protocol compliant
Easy installation
Well-documented API
Production-ready
Active maintenance

📖 Documentation

🛡️ Compliance

Alternatives to memory-search-mcp

Maintain memory-search-mcp? Add a badge to your README

Shows its health grade, and links readers to install steps for every client.

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