pmb — MCP Server by oleksiijko

by oleksiijko · MCP Server · ★ 223

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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

Stars223
Forks13
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score70.7286760858128/100
Open Issues4
Last Updated2026-06-30
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 · ⭐ 170

    Persistent memory for AI coding agents

  • shodh-memory by varun29ankuS · ⭐ 225

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  • octocode-mcp by bgauryy · ⭐ 838

    MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturall

  • memorix by AVIDS2 · ⭐ 521

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

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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 223 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 223 stars and 13 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, shodh-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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