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pmb

Active·★ 78·Apache-2.0·Updated 2026-06-09

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) via MCP. 94.5% LoCoMo recall@10, 70ms p50, multilingual, zero API keys.

pmb is currently grouped under MCP Servers, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward ai-agents and ai-memory. The listed license is Apache-2.0, which is useful when adoption constraints matter. It also shows measurable community traction with 78 GitHub stars.

#ai-agents#ai-memory
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↗ Visit site★ GitHub
01

Why choose it

+Ships with a public repository and a Apache-2.0 license, which makes adoption and review easier.
+The latest recorded update is 2026-06-09, which suggests the project is still actively maintained.
02

Trade-offs

!This page does not list a concrete install command, so you may need to verify setup steps in the official docs before adopting it.
!The publicly described feature set is still fairly compact, so deeper evaluation may require reading the README or source repository.
!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.
03

How it compares

≈pmb sits in the MCP Servers category, so it makes more sense to evaluate it alongside tools like pplx instead of in isolation.
≈It is usually better to compare by workflow, deployment model, and team fit before comparing individual features.
≈pmb uses a Apache-2.0 license, and community traction are both easier to judge in category context.
04

Alternatives

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Related searches

pmb AlternativesBest MCP Servers Tools 2026Open Source MCP Serverspmb Tutorialpmb Vs Competitorsai-agentsai-memorybm25

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On this page
01Why choose it02Trade-offs03How it compares04Alternatives
Stats
GitHub Stars★ 78
Last commit1d ago
StatusActive
LicenseApache-2.0
★ 16.8k
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
vs →
Auto-claude-code-research-in-sleep logo
Auto-claude-code-research-in-sleep★ 11.8k
ARIS ⚔️ (Auto-Research-In-Sleep) — Claude Code skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation via Codex MCP
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agents-best-practices logo
agents-best-practices★ 1.9k
Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.
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holaOS★ 5.5k
The agent environment for long-horizon work, continuity, and self-evolution.
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deepseek-pp★ 651
为 DeepSeek 网页版注入类原生工具调用、MCP 工具、长期记忆、Skill、系统提示词预设和自动化任务的Chrome/Edge/Firfox扩展
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thunderbit-mcp-server logo
thunderbit-mcp-server★ 13
AI-powered web scraping and structured data extraction. CLI + MCP server + Claude Code plugin for the Thunderbit Open API.
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