pmb

About pmb

PMB Local-first memory for your AI coding agent. SQLite is the source of truth. No cloud, no API keys, no re-explaining. Local-first memory, visualized. 3,800+ entities and 41,000+ connections, captured automatically as you work. Website · [

ai-agents ai-memory bm25 claude-code codex cursor knowledge-graph lancedb llm local-first

Quick Facts

Stars	281
Forks	26
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	37.75/100
Open Issues	4
Last Updated	2026-09-23
Created	2026-05-25
Platforms	claude-code, codex, mcp, python
Est. Tokens	~252k

Compatible Skills

These tools work well together with pmb for enhanced workflows:

clawos — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
hermes-memory-installer — semantic(0.29)+complementary+same_lang+similar_pop+shared_platform (55%)
lerim — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
Writ — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop (52%)

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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 281 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 281 stars and 26 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.

View on GitHub → Browse MCP Server tools