Development & Open Source

Tools, packages, and resources from the ThinkPack team.
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📦 PyPI Packages

PythonPyPIMCP ServerVS Code

work-memory

A local-first development memory layer for VS Code and MCP clients. Work Memory stores cross-repository work history in SQLite, keeps an append-only JSONL archive for auditability, and exposes that shared memory through a local MCP server.

Installation
pip install work-memory

Quick Start

# Initialize and install
work-memory init
work-memory-install-vscode

# Reload VS Code and trust the MCP server when prompted

✨ Key Features

Cross-Repository Memory - Stores turns, notes, commands, files, entities, topics, and commit references
VS Code Integration - Imports local VS Code chat history from workspaceStorage
MCP Server - Serves memory back into VS Code through the Model Context Protocol
Deterministic Retrieval - Metadata-first filters before text search
RLM-Inspired Recall - Recursive recall mode with trajectory metadata and optional JSONL logs
Local-First - Designed for one-machine-first use, portable and backupable

🔧 MCP Tools Exposed

memory_statussearch_memoryrecall_project_memoryrecall_cross_project_memoryrecursive_recall_memorysummarize_memory_topicstore_memory_notediscover_memory_sourcesimport_vscode_sessions

Example: Store a Note

work-memory store-note \
  --repo-name my-project \
  --repo-path C:/code/my-project \
  --branch main \
  --session-id session-2026-03-07 \
  --source manual \
  --title "Architecture Decision" \
  --text "Use metadata-first retrieval for better performance." \
  --tag architecture

📦 View on PyPI ⭐ GitHub

🚀 More Coming Soon

We're working on more open source tools and developer resources. Stay tuned for additional packages, APIs, and community projects.

Have questions or suggestions? Reach out at joe@thinkpack.ai