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projectmem MCP Server

riponcm/projectmem

Score: 83.0 → 0% Rank #1305 Monitoring
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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.

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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

Python MIT 415 pypi/wk
ai-agentsai-memoryai-toolsantigravityclaude-codecoding-assistantcursordeveloper-toolsknowledge-managementlocal-firstmcp-serverpythonmodel-context-protocolagent-memoryclaudememoryagentic-aicoding-memorymem0-alternativecoding-agents-memory

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 864

864 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 78%

7/9 issues closed → decent issue management

Contributors 10% 5

5 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 415/wk

415 weekly installs → early adoption

Forks 48
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 39 days ago — a recent commit would boost your freshness score

Dependents medium impact

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

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AgentRank score for riponcm/projectmem
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Matched Queries

"mcp server""mcp-server"topic:mcp-servertopic:model-context-protocol

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 →

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