Portable Context

v1.0.0Knowledge & Memorystable

Local-first MCP server for personal AI context, with SQLite, sqlite-vec, and Ollama embeddings.

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What is Portable Context?

Portable Context is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to local-first mcp server for personal ai context, with sqlite, sqlite-vec, and ollama embeddings.

Local-first MCP server for personal AI context, with SQLite, sqlite-vec, and Ollama embeddings.

This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Local-first MCP server for personal AI context, with SQLite,

Use Cases

Create persistent AI context using local SQLite storage.
Enable semantic search with Ollama embeddings.
Build personal AI memory systems with vector storage.
Leo-Ma0502

Maintainer

LicenseMIT
Languagec#
Versionv1.0.0
UpdatedMay 18, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx portable-context

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Portable Context

What is Portable Context?

Portable Context is a Model Context Protocol (MCP) server that local-first mcp server for personal ai context, with sqlite, sqlite-vec, and ollama embeddings. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Portable Context?

Follow the installation instructions on the Portable Context GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with Portable Context?

Portable Context works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Portable Context free to use?

Yes, Portable Context is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Knowledge & Memory MCP Servers

Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "portable-context": { "command": "npx", "args": ["-y", "portable-context"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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