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dannymaaz/project-memory-mcp

Score: 53.3 Rank #59 Database

Persistent AI project memory MCP server with Supabase for OpenCode, Antigravity, Claude Code, and Codex

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Overview

dannymaaz/project-memory-mcp is a Python MCP server licensed under MIT. Persistent AI project memory MCP server with Supabase for OpenCode, Antigravity, Claude Code, and Codex Topics: ai-memory, antigravity, claude-code, codex, mcp, model-context-protocol, opencode, project-memory, python, supabase.

Ranked #59 out of 110 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT
ai-memoryantigravityclaude-codecodexmcpmodel-context-protocolopencodeproject-memorypythonsupabase

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"

From the README

# Project Memory MCP

Persistent project memory for AI models and coding agents.
Project Memory MCP stores architecture, decisions, tasks, warnings, preferences, and session state in Supabase so OpenCode, Claude Code CLI, Qwen Code, Codex, or any MCP-compatible client can resume work without losing context.

It is designed to behave like a normal MCP server: install it once, expose one `mcpServers` entry, and reuse the same server across every client that accepts MCP.

<p align="center">
  
</p>

<p align="center">
  <strong>🧠 Long-term project memory across AI tools</strong><br>
  <a href="https://dannymaaz.github.io/project-memory-mcp/">Documentation</a>
  ·
  <a href="examples/opencode/README.md">OpenCode</a>
  ·
  <a href="examples/claude-code/README.md">Claude Code CLI</a>
  ·
  <a href="examples/codex-plugin/README.md">Codex</a>
</p>

## Table of Contents

- [Why it matters](#why-it-matters)
- [Quick Start](#quick-start)
- [Client Setup](#client-setup)
- [Natural Language Usage]
Read full README on GitHub →
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