Docmancer

What is Docmancer?

Docmancer is a specialized memory system designed for AI coding agents, enabling them to maintain a persistent, shared knowledge base. It runs locally, ensuring data privacy and control. The tool provides AI agents with consistent memory across sessions through a CLI interface, a Model Context Protocol (MCP) server for standardized communication, and installable plugins for extended functionality. It is built for developers and teams using AI assistants for software development, solving the problem of agents having fragmented, session-limited memory. This allows for more coherent long-term project work, better context retention, and reduced repetition in agent interactions.

Key features

• Runs locally for data privacy and control
• Provides shared memory for multiple AI coding agents
• Includes an MCP server for standardized agent communication
• Supports installable plugins for extended functionality
• Offers a CLI for direct interaction and management

Use cases

• Providing persistent context for AI coding assistants across development sessions
• Enabling a team of AI agents to share knowledge on a long-term software project
• Building a local, private memory layer for AI development workflows
• Extending AI agent capabilities through a plugin system for specialized tasks
• Creating a centralized knowledge base for AI-powered code generation and review