---
title: "pmb"
type: "tool"
slug: "oleksiijko-pmb"
canonical_url: "https://www.graphcanon.com/tools/oleksiijko-pmb"
github_url: "https://github.com/oleksiijko/pmb"
homepage_url: "https://pypi.org/project/pmb-ai/"
stars: 300
forks: 15
primary_language: "Python"
license: "Apache-2.0"
archived: false
categories: ["ai-agents", "vector-databases", "llm-frameworks"]
tags: ["codex", "ai-memory", "knowledge-graph", "claude-code", "cursor", "ai-agents", "lancedb", "bm25"]
updated_at: "2026-07-11T11:36:49.969247+00:00"
---

# pmb

> 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.

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.

## Facts

- Repository: https://github.com/oleksiijko/pmb
- Homepage: https://pypi.org/project/pmb-ai/
- Stars: 300 · Forks: 15 · Open issues: 5 · Watchers: 5
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2026-07-11T01:44:40+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Very active (computed 2026-07-11T11:36:48.282Z)
- Security scan: No MCP manifest (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:36:48.892Z
- Full report: [trust report](/tools/oleksiijko-pmb/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/oleksiijko-pmb/trust)

## Categories

- [AI Agents](/categories/ai-agents.md)
- [Vector Databases](/categories/vector-databases.md)
- [LLM Frameworks](/categories/llm-frameworks.md)

## Tags

codex, ai-memory, knowledge-graph, claude-code, cursor, ai-agents, lancedb, bm25

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

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- [AutoGPT](/tools/significant-gravitas-autogpt.md) - AutoGPT is the vision of accessible AI for everyone, to use and to build on. (★ 185,464) [Very active]
- [ollama](/tools/ollama-ollama.md) - Get up and running with various large language models using Ollama. (★ 175,936) [Very active]
- [prompts.chat](/tools/f-prompts-chat.md) - Share, discover, and collect prompts from the community (★ 165,372) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/oleksiijko-pmb`](/api/graphcanon/tools/oleksiijko-pmb)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_