pmb — security grade SAFE, quality 71/100

Security audit verdict: SAFE · quality 71/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by oleksiijko · MCP Server · ★ 296

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

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About pmb

PMB Local-first memory for your AI coding agent. One file on your disk. Twenty-nine MCP tools. No cloud. Install · Demo · How it works · FAQ PMB gives Claude Code, Cursor, Codex and the other MCP-aware agents a real memory. Decisions you made last week. Lessons you taught them. Personal facts about you. Project structure. PDFs. They survive every restart, every model upgrade, every agent switch — because they live in one SQLite file on your disk. No API keys. No subscription. No LLM call on the read path. Just files. That's it. Your agent now remembers. What it feels like You: fix that LoadGuard pricing bug we hit last Tuesday Agent: prepare(message="fix LoadGuard pricing bug") ↓ (6 ms) → projectcontext: 12 events about LoadGuard, 4 lessons (incl

ai-agentsai-memorybm25claude-codecodexcursorknowledge-graphlancedbllmlocal-first

Quick Facts

Stars296
Forks23
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score70.7286760858128/100
Open Issues3
Last Updated2026-08-23
Created2026-05-25
Platformsclaude-code, codex, mcp, python
Est. Tokens~18k

pmb alternative? Top 6 similar tools

Looking for a pmb alternative? If you're comparing pmb 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.

  • iai-mcp by CodeAbra · ⭐ 119

    The best-benchmarked open-source memory system for AI coding assistants

  • omega-memory by omega-memory · ⭐ 205

    Persistent memory for AI coding agents

  • nocturne_memory by Dataojitori · ⭐ 1.3k

    A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and

  • antigravity-workspace-template by study8677 · ⭐ 1.3k

    Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A wi

  • shodh-memory by varun29ankuS · ⭐ 275

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

  • mengram by alibaizhanov · ⭐ 189

    Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn fro

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Frequently Asked Questions

What is pmb?

pmb is Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.. It is categorized as a MCP Server with 296 GitHub stars.

What programming language is pmb written in?

pmb is primarily written in Python. It covers topics such as ai-agents, ai-memory, bm25.

How do I install or use pmb?

You can find installation instructions and usage details in the pmb GitHub repository at github.com/oleksiijko/pmb. The project has 296 stars and 23 forks, indicating an active community.

What license does pmb use?

pmb is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to pmb?

The top alternatives to pmb on Agent Skills Hub include iai-mcp, omega-memory, nocturne_memory. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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