Pcircle Ai Claude Code Buddy
- 14 repo stars
- Updated July 25, 2026
- PCIRCLE-AI/claude-code-buddy
pcircle-ai-claude-code-buddy is a Claude Code plugin that adds persistent memory, semantic search, hooks, and session recall via a knowledge graph.
About
pcircle-ai-claude-code-buddy is a Claude Code productivity plugin that treats memory as infrastructure: a knowledge graph, semantic search, hooks, and session recall so the agent can route questions to what it already learned about your codebase and preferences. Developers on long-horizon SaaS or CLI projects feel the pain of stateless chats—re-explaining auth flows, deployment quirks, and naming rules every Monday. Buddy aims to keep that context durable inside Claude Code with intelligent management and MCP-related keywords in the catalog metadata. Use it when sessions span weeks and you want recall without manually curating every note in AGENTS.md alone. It pairs well with explicit docs but targets automated retention and retrieval. Listed as one plugin in the PCIRCLE-AI repository bundle.
- Persistent memory with knowledge graph backing
- Semantic search across stored session knowledge
- Hooks for integrating recall into Claude Code workflows
- Session recall so prior decisions resurface automatically
- MCP-oriented memory management with smart routing keywords
Pcircle Ai Claude Code Buddy by the numbers
- Data as of Jul 26, 2026 (Skillselion catalog sync)
/plugin install pcircle-ai-claude-code-buddy@PCIRCLE-AI/claude-code-buddyAdd your badge
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| repo stars | ★ 14 |
|---|---|
| Last updated | July 25, 2026 |
| Repository | PCIRCLE-AI/claude-code-buddy ↗ |
What it does
Give Claude Code persistent memory with a knowledge graph, semantic search, hooks, and session recall so long-running repos feel continuous instead of amnesiac.
Who is it for?
Long-running Claude Code users who want graph-backed persistent memory and semantic recall beyond a static AGENTS.md.
Skip if: Minimalists who only want markdown session notes or teams blocked from local memory storage.
What you get
After install, prior session knowledge becomes searchable and recallable through hooks and graph-backed memory while you keep coding.
- Graph-backed memory index across sessions
- Semantic search hits for prior decisions and code context
- Hook-driven recall integrated into Claude Code workflows
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Persistent memory and MCP-style companion plugin, not a Johnny.Decimal filing system or session-only AGENTS.md commit tool.
FAQ
Who is Pcircle Ai Claude Code Buddy for?
Developers on Claude Code who need durable context, semantic lookup, and hooks across many sessions on the same repo.
When should I use Pcircle Ai Claude Code Buddy?
Use it when project complexity makes repeated re-briefing costly and you want automatic session recall during build, review, and ops tasks.
How do I add Pcircle Ai Claude Code Buddy to my agent?
Install the plugin from PCIRCLE-AI/claude-code-buddy in Claude Code, enable hooks per the repo README, and allow the memory layer to index session knowledge locally.