Jakubantalik
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thinking-orbs
A React component library that renders six hand-tuned animated thought orb loading indicators on a plain 2D canvas, with two purpose-tuned sizes and automatic theme detection for AI and agent UIs.
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It provides a simple, self-hosted persistent memory layer for AI agents using the standardized MCP protocol, with a review workflow to ensure knowledge quality.
Who it is for
- Developers building MCP-compatible AI agents
- Teams needing a private, controlled knowledge base for agent interactions
- Self-hosting enthusiasts looking for a lightweight knowledge service
Use cases
- Give AI agents a long-term memory that persists across sessions
- Curate and approve agent-proposed facts via a human review portal
- Build a personal knowledge base accessible to multiple agents
Strengths
- One-command Docker deployment with SQLite, no external database required
- Supports standard MCP Streamable HTTP JSON-RPC for agent integration
- Includes a built-in web portal for adding knowledge and reviewing agent proposals
- Explicit token-based authentication separates human and agent access
Considerations
- SQLite backend may not scale to very high write or concurrent access loads
- Agent tokens must be explicitly created, adding an extra setup step
- Single-instance deployment; no built-in clustering or replication
README quick start
Quick start
Description
Versioned durable project knowledge for AI agents via MCP.
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