swarmvault

by swarmclawai · Memory & Knowledge · ★ 730

swarmvault is an MCP server by swarmclawai. The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory. It has 730 GitHub stars and ranks #109 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: swarmclawai
GitHub stars: 730
This week: Tracking since 18 Oct 2026
Language: TypeScript
License: MIT (open source)
Last update: 2026-06-30 (4 months ago)
Links: Source Website

agent-memory
ai-agents
claude-code
claude-code-memory
codex
karpathy
knowledge-graph
llm
llm-wiki
local-first
mcp
mcp-server
+8 more

How to install swarmvault

Install steps differ per project, so follow the README in the swarmvault repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Maintain this project? Get it featured ($99/mo, pinned at the top of Memory & Knowledge) or see what featuring includes.

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Frequently asked questions

What is swarmvault?

swarmvault is an MCP server by swarmclawai in the Memory & Knowledge category. The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code... It has 730 GitHub stars and ranks #109 of 1287 in Memory & Knowledge by stars.

Is swarmvault free and open source?

Yes. swarmvault is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to swarmvault?

Other Memory & Knowledge projects on MCP Harbor include open-webui, graphify, claude-mem. Each alternative links to its own page with stars, license and recent activity. The Memory & Knowledge category ranks all 1287 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.