projectmem: Open-source coding agents memory

by riponcm · MCP Server · ★ 874

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install projectmem

pip install projectmem

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 68/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-memoryagentic-aiai-agentsai-memoryai-toolsantigravityclaudeclaude-codecoding-agents-memorycoding-assistant

Quick Facts

Stars874
Forks53
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score68/100
Open Issues1
Last Updated2026-11-01
Created2026-05-09
Platformsclaude-code, codex, mcp, python
Est. Tokens~19k

About projectmem

We don't make AI smarter. We make it experienced. The local-first memory + judgment layer for AI coding agents. Save up to 50%+ of AI tokens. Stop repeating yesterday's bug. <img src="https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-s

projectmem alternative? Top 6 similar tools

Looking for a projectmem alternative? If you're comparing projectmem with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

  • mcp-memory-service by doobidoo · ⭐ 2.1k

    Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowl

  • memorix by AVIDS2 · ⭐ 898

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Wi

  • Ori-Mnemos by aayoawoyemi · ⭐ 328

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • shodh-memory by varun29ankuS · ⭐ 300

    Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns

  • task-orchestrator by jpicklyk · ⭐ 212

    Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency g

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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