Longhand

v0.5.5Knowledge & Memorystable

Persistent local memory for Claude Code that indexes every session's JSONL file verbatim into SQLite + ChromaDB. Exposes 17 MCP tools for semantic recall, deterministic file replay, and fuzzy 'do you remember when...' queries across your entire sessi

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What is Longhand?

Longhand is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to persistent local memory for claude code that indexes every session's jsonl file verbatim into sqlite + chromadb. exposes 17 mcp tools for semantic recall, deterministic file replay, and fuzzy 'do you ...

Persistent local memory for Claude Code that indexes every session's JSONL file verbatim into SQLite + ChromaDB. Exposes 17 MCP tools for semantic recall, deterministic file replay, and fuzzy 'do you remember when...' queries across your entire sessi

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

Features

  • Persistent local memory for Claude Code that indexes every s

Use Cases

Index every Claude Code session into SQLite + ChromaDB for persistent memory.
Perform semantic recall and fuzzy queries across entire session history.
Wynelson94

Maintainer

LicenseMIT License
Languagepython
Versionv0.5.5
UpdatedApr 15, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install longhand

Manual Installation

pip install longhand

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 Longhand

What is Longhand?

Longhand is a Model Context Protocol (MCP) server that persistent local memory for claude code that indexes every session's jsonl file verbatim into sqlite + chromadb. exposes 17 mcp tools for semantic recall, deterministic file replay, and fuzzy 'do you remember when...' queries across your entire sessi It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Longhand?

Install via pip with: pip install longhand. Then configure your AI client to connect to this MCP server.

Which AI clients work with Longhand?

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

Is Longhand free to use?

Yes, Longhand is open source and available under the MIT License 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": { "longhand": { "command": "pip", "args": ["install", "longhand"] } } }

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

Read the full setup guide →

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