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MEMCORD v4.3.2 (mcp server)

This privacy-first, self-hosted MCP server helps you organize chat history, summarize messages, search across past chats with AI — and keeps everything secure and fully under your control.

MCP Server Claude Code Claude Desktop VSCode Google Antigravity Python License Buy Me a Coffee

Never Lose Context Again

Transform your Claude conversations into a searchable, organized knowledge base that grows with you

What's new in v4.3.2 — memcord's 17 slash commands can now be installed globally (~/.claude/commands/) via an interactive picker, with fresh installs prompting automatically.

Table of Contents

Core Benefits

  • Infinite Memory - Claude remembers everything across unlimited conversations with intelligent auto-summarization
  • Your Data, Your Control - 100% local storage with zero cloud dependencies or privacy concerns
  • Effortless Organization - Per-project memory slots with timeline navigation and smart tagging
  • Intelligent Merging - Automatically combines related conversations while eliminating duplicates

Prerequisites

Python 3.10+ and uv are required. The installer handles both — click to expand manual instructions.
  • Python 3.10+python.org

  • uv (Python package manager) — install with:

    macOS / Linux:

    curl -LsSf https://astral.sh/uv/install.sh | sh
    

    Windows (PowerShell):

    powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
    

Quick Start

macOS / Linux:

curl -fsSL https://github.com/ukkit/memcord/raw/main/install.sh | bash

Windows (PowerShell):

irm https://github.com/ukkit/memcord/raw/main/install.ps1 | iex

This will:

  • ✅ Download and setup memcord
  • ✅ Set up Python virtual environment using uv
  • ✅ Generate platform-specific MCP configuration files
  • ✅ Configure Claude Desktop, Claude Code, VSCode, and Antigravity IDE

Keeping Memcord Updated

Re-run the same installer command from Quick Start from the same folder where memcord is installed — it detects an existing installation and updates it in place instead of cloning a fresh copy:

macOS / Linux:

curl -fsSL https://github.com/ukkit/memcord/raw/main/install.sh | bash

Windows (PowerShell):

irm https://github.com/ukkit/memcord/raw/main/install.ps1 | iex

This will:

  • ✅ Pull the latest changes (fast-forward only — aborts safely if you have local edits)
  • ✅ Reuse your existing virtual environment and upgrade dependencies
  • ✅ Regenerate MCP configuration files
  • ✅ Leave your memory data (memory_slots/) and generated configs untouched
Manual update
cd /path/to/memcord
git pull
uv pip install -e . --upgrade
uv run python scripts/generate-config.py  # Regenerate configs

# Optional: Enable auto-save hooks (new in v2.5.0)
uv run python scripts/generate-config.py --install-hooks

The --install-hooks flag is idempotent — it merges into existing .claude/settings.json without overwriting other settings or hooks.

Switching an Existing Install to Global Scope

Fresh installs register memcord globally (~/.claude.json) by default — available in every project. If you have an older install that's still project-scoped (a local .mcp.json), switch it explicitly — re-running the updater alone won't do this for you, since it auto-detects and preserves an existing project-scoped setup on purpose:

cd /path/to/memcord
uv run python scripts/generate-config.py --scope user

Verify from a different project directory: claude mcp list should now show memcord. The original .mcp.json is left in place and still works (harmless, just redundant) — delete it only if you want that directory to stop pinning its own local copy instead of falling through to the global one.

Installing Slash Commands Globally

The 17 memcord-* slash commands ship in .claude/commands/ and are already usable from inside the memcord checkout the moment you clone it. To use them from any project directory, install them globally into ~/.claude/commands/:

uv run python scripts/generate-config.py --manage-commands   # interactive picker
uv run python scripts/generate-config.py --commands all      # non-interactive: install all

Fresh installs prompt for this automatically (skipped when non-interactive, e.g. curl | bash). Re-run anytime to change your selection — only memcord's own command files are ever added or removed.

Using Memcord

First-Time Setup (New Project)

# 1. Once you are in claude code, initialize the project with a memory slot (one-time setup)
memcord_init "." "my-project-name"
# OR
memcord_init "my_project_name"
# Creates .memcord file containing "my-project-name"

# 2. Start saving your conversations
/memcord-save-progress  # Auto-detects slot from .memcord file

Subsequent Sessions (Returning to Project)

# Just use slash commands - no slot name needed!
/memcord-read           # Reads from bound slot
/memcord-save           # Saves to bound slot
/memcord-save-progress  # Summarizes and saves

Searching & Querying (Direct Tool Calls)

memcord_select_entry "2 hours ago"    # Jump to a point in the timeline
memcord_list                          # List all slots
memcord_search "API design"           # Full-text search
memcord_query "What did we decide?"   # Natural language query

See Complete Tools Reference for all 23 tools with full parameters and examples.

How Auto-Detection Works

All read and write operations follow the same slot resolution priority:

  1. Explicit slot_name argument (always wins)
  2. Currently active slot (set by memcord_use or memcord_name)
  3. .memcord binding file in the current working directory

When the .memcord binding is used and the slot already exists, it is also auto-activated for the rest of the session — so subsequent operations skip re-detection automatically.

This means after memcord_init, a fresh session (no memcord_use call needed) will correctly route memcord_save, memcord_save_progress, memcord_configure, and memcord_read to the bound slot.

Custom Storage Path

Point a slot's data file at any directory — e.g. a Dropbox/OneDrive folder — to share it across devices, via memcord_configure. Once linked, the slot's settings (summarizer backend, etc.) travel with the data too, so every device sharing the folder sees the same configuration.

New memory in an external path:

memcord_name "shared_slot"
memcord_configure action="set" key="custom_storage_path" value="D:\Dropbox\shared"
memcord_save "..."   # writes directly to the external path

Migrate an existing memory:

memcord_configure action="set" key="custom_storage_path" value="D:\Dropbox\shared"
# Existing data is moved automatically — memcord_read/memcord_list keep working

Each device needs to run the set command once with its own local path to the shared folder. See Tools Reference — memcord_configure for migration/collision details.

Summarizer Backends

Memcord supports four pluggable summarizer backends (nltk, sumy, semantic, transformers), switchable per slot via memcord_configure action="set" key="summarizer_backend" value="..." — no restart required. New slots default to sumy (no downloads); existing slots keep nltk for backward compatibility.

See Tools Reference — memcord_configure and Features Guide for the full backend comparison, install instructions, and the MEMCORD_SUMMARIZER env var override.

IDE Configuration

The installer auto-configures all supported IDEs. For manual setup or troubleshooting, see the detailed guides:

IDE / Client Guide
Claude Code CLI Installation Guide — Claude Code
Claude Desktop Installation Guide — Claude Desktop
VSCode + GitHub Copilot VSCode Setup Guide
Google Antigravity Installation Guide — Other MCP Apps
Configuration templates config-templates/ (README)

Manual Installation

git clone https://github.com/ukkit/memcord.git
cd memcord
uv venv && uv pip install -e .
uv run python scripts/generate-config.py

See the Complete Installation Guide for updating, advanced options, and custom commands.

Documentation

Guide Description
Installation Guide Complete setup instructions for all MCP applications
Feature Guide Complete list of features
Tools Reference Detailed documentation for all 23 tools
Import & Merge Guide Comprehensive guide for Phase 3 features
Search & Query Guide Advanced search features and natural language queries
Usage Examples Real-world workflows and practical use cases
Data Format Specification Technical details and file formats
Troubleshooting Common issues and solutions
Version History Changelog for all releases

If you find this project helpful, consider:

  • ⭐ Starring the repository on GitHub
  • Support Development
  • 🐛 Reporting bugs and suggesting features

MIT License - see LICENSE file for details.

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