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Per review feedback: https://github.com/punkpeye/awesome-mcp-servers/pull/10503#issuecomment-5047002076

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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junnnnnw00
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@@ -2128,7 +2128,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [jagoff/memo](https://github.com/jagoff/memo) [![jagoff/memo MCP server](https://glama.ai/mcp/servers/jagoff/memo/badges/score.svg)](https://glama.ai/mcp/servers/jagoff/memo) 🐍 🏠 🍎 🐧 - Local-first semantic memory server with hybrid search, plain Markdown storage, MLX or CPU embeddings, contradiction detection, time-travel history, synthesis, and cross-machine git sync.
- [JinNing6/Noosphere](https://github.com/JinNing6/Noosphere) [![JinNing6/Noosphere MCP server](https://glama.ai/mcp/servers/JinNing6/Noosphere/badges/score.svg)](https://glama.ai/mcp/servers/JinNing6/Noosphere) 🐍 ☁️ - Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then retrieve them via semantic telepathic search. Features 3D interactive consciousness globe, soul imprint authentication, and automated content moderation via CI/CD.
- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
- [junnnnnw00/obsidian-everywhere](https://github.com/junnnnnw00/obsidian-everywhere) 📇 🏠 🍎 🪟 🐧 - Graph-native Obsidian vault server with 31 tools for search, backlinks, n-hop neighborhoods, structured and paginated reads, and safe file, partial, and bulk edits with dry-run and rollback. Works with Codex, ChatGPT, Claude, and any MCP client. `npx -y obsidian-everywhere /path/to/vault`
- [junnnnnw00/obsidian-everywhere](https://github.com/junnnnnw00/obsidian-everywhere) [![junnnnnw00/obsidian-everywhere MCP server](https://glama.ai/mcp/servers/junnnnnw00/obsidian-everywhere/badges/score.svg)](https://glama.ai/mcp/servers/junnnnnw00/obsidian-everywhere) 📇 🏠 🍎 🪟 🐧 - Graph-native Obsidian vault server with 31 tools for search, backlinks, n-hop neighborhoods, structured and paginated reads, and safe file, partial, and bulk edits with dry-run and rollback. Works with Codex, ChatGPT, Claude, and any MCP client. `npx -y obsidian-everywhere /path/to/vault`
- [kael-bit/engram-rs](https://github.com/kael-bit/engram-rs) [![engram-rs MCP server](https://glama.ai/mcp/servers/@kael-bit/engram-rs/badges/score.svg)](https://glama.ai/mcp/servers/@kael-bit/engram-rs) 📇 🏠 🍎 🪟 🐧 - Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies.
- [kage-core/Kage](https://github.com/kage-core/Kage) [![kage-core/Kage MCP server](https://glama.ai/mcp/servers/kage-core/Kage/badges/score.svg)](https://glama.ai/mcp/servers/kage-core/Kage) 📇 🏠 🍎 🪟 🐧 - Verified, git-native memory for coding agents. Memory is plain JSON packets committed in your repo, each checked against the code it cites — hallucinated citations rejected at write, stale or changed memory withheld at recall, plus diff-time stale-catch. Local-only (BM25 + vectors), no account, no API key. `npx -y @kage-core/kage-graph-mcp install`
- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud