Devmcp Context

devmcp-context

[](https://pypi.org/project/devmcp-context/) [](https://pypi.org/project/devmcp-context/) [](LICENSE)

Structured AI memory layer. A single source of truth for what your agent knows across conversations.

devmcp-context is a Model Context Protocol (MCP) server that provides persistent, organized memory for AI agents. Your agent's memory is now visible, editable, and searchable — without retraining.

Published on PyPI: https://pypi.org/project/devmcp-context/

The Problem

AI agents are black boxes. You can't see what they remember. When they forget something important or remember something wrong, you're stuck.

devmcp-context changes this. Your agent's memory is now:

• Visible — Plain text files in your project folder
• Editable — Change any entry, agent sees it immediately
• Structured — Organized into 5 categories with automatic cleanup
• Persistent — Survives across agent sessions and restarts

Installation

pip install devmcp-context

Or with uv:

uv add devmcp-context

Quick Start

Register in your agent's MCP config (Claude, Node.js, Python, Docker), then:

devmcp-context

Your agent will auto-discover the memory server. Start asking questions, and memories are saved to ai-context/ folder.

Features

• 5 memory categories (project, decisions, errors, tasks, ephemeral)
• Automatic expiration (TTL) — errors expire in 30 days, tasks in 14
• Full-text search across all entries
• Tagging system for organization
• Persistent file-based storage (no database)
• MCP-compliant server

Documentation

Full docs: https://kushal1o1.github.io/devmcp-context/

• Getting Started guide
• Installation instructions
• API Reference (6 tools)
• Memory categories explained
• Architecture diagrams (Mermaid)
• Deployment guide
• Development guide

Usage Example

In your agent prompt:

Use context_save to remember insights:
- save("decisions", "auth_strategy", "Use JWT with refresh tokens", tags=["security"])

Use context_load to retrieve memories:
- load("decisions")

Use context_search to find specific memories:
- search("JWT")

License

MIT — See [LICENSE](LICENSE) for details.

Contributing

Contributions welcome! See [CONTRIBUTING.md](docs/contributing.md) for guidelines.

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: kushal1o1
• Source: kushal1o1/devmcp-context
• License: MIT
• Homepage: https://kushal1o1.github.io/devmcp-context/

Install and usage instructions live in the source repository linked above.