Penfield Memory

v1.22.0Knowledge & Memorystable

🐍 ☁️ - - 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 r

io-github-penfieldlabs-penfieldmcpai-integration
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What is Penfield Memory?

Penfield Memory is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to 🐍 ☁️ - - 🐍 ☁️ - penfield: persistent memory with hybrid search (bm25 + vector + graph), 24 r

🐍 ☁️ - - 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 r

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

Features

  • MCP protocol support

Use Cases

Store and recall memories with hybrid search (BM25 + vector + graph).
Compact and audit persistent agent memory.
Community

Maintainer

LicenseMIT
Languagetypescript
Versionv1.22.0
UpdatedFeb 2, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx io-github-penfieldlabs-penfield

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 Penfield Memory

What is Penfield Memory?

Penfield Memory is a Model Context Protocol (MCP) server that 🐍 ☁️ - - 🐍 ☁️ - penfield: persistent memory with hybrid search (bm25 + vector + graph), 24 r It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Penfield Memory?

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

Which AI clients work with Penfield Memory?

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

Is Penfield Memory free to use?

Yes, Penfield Memory 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": { "io-github-penfieldlabs-penfield": { "command": "npx", "args": ["-y", "io-github-penfieldlabs-penfield"] } } }

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

Read the full setup guide →

Ready to use Penfield Memory?

Browse our complete directory of 33,000+ MCP servers, read setup guides for your editor, and start building with the Model Context Protocol.

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