projectmem MCP Server
riponcm/projectmem
[](https://agentrank-ai.com/tool/riponcm--projectmem/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
riponcm/projectmem is a Python MCP server licensed under MIT. Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT. Topics: ai-agents, ai-memory, ai-tools, antigravity, claude-code, coding-assistant, cursor, developer-tools, knowledge-management, local-first, mcp-server, python, model-context-protocol, agent-memory, claude, memory, agentic-ai, coding-memory, mem0-alternative, coding-agents-memory.
Ranked #1305 out of 24846 indexed tools.
In the top 6% of all indexed tools.
Ecosystem
Score Breakdown
864 stars → growing community
Last commit 1mo ago → moderate activity
7/9 issues closed → decent issue management
5 contributors → small team
No dependents → no downstream usage
415 weekly installs → early adoption
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
From the README
<div align="center">
<p>
<a href="https://github.com/riponcm/projectmem/blob/main/CHANGELOG.md"><b>🎉 v0.3.3 is out</b></a> —
`pjm precheck` no longer slows down as your project grows, and Windows works end to end.
<a href="https://github.com/riponcm/projectmem/blob/main/CHANGELOG.md">See what changed →</a>
</p>
<p><b>We don't make AI smarter. We make it experienced.</b></p>
<p><i><b>Coding agent memory</b> — the local-first memory + judgment layer for AI coding agents. One MCP server for every project. Save up to 50%+ of AI tokens. Stop repeating yesterday's bug.</i></p>
<p>
<a href="https://pypi.org/project/projectmem/"></a>
<a href="https://pypi.org/project/projectmem/"></a>
<a href="https://pepy.tech/project/projectmem"></a>
<a href="https://github.com/riponcm/projectmem/stargazers"></a>
<a href="https://opensource.org/licenses/MIT"></a>
<a href="https://arxiv.org/abs/2606.12329"></a>
</p>
<p>
<a href="https://ossdrop.com Read full README on GitHub → Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.