Alternatives to Swarmvault

Local-first AI agent that turns your files, meetings, and research into finished decks, sheets, and reports.

MyMemo AI turns your saved links, videos, PDFs and voice notes into a searchable knowledge base you chat with.

Open-source Microsoft Research RAG that builds a knowledge graph and community summaries from your documents, then queries them in four modes.

Heptabase: a visual knowledge base with an AI Tutor that turns your sources into structured study sessions.

Open-source, self-hosted LLM wiki that compiles your raw sources into a maintained knowledge base

A local-first markdown folder plus a six-role AI team, run on the ICOR methodology and readable by any LLM you choose.

OpenCrab turns your documents into versioned ontology knowledge packs that Claude, ChatGPT, Cursor and Codex query through one MCP URL.

Mem is an AI knowledge base that captures your notes and meetings and organizes them for you.

Free Obsidian plugin that surfaces related notes and passages beside your note using local embeddings, with no API key.

Open-source, markdown-first note-taking app with daily notes, backlinks, and optional AI on your own API key.

Kortex is an AI writing workspace and second brain that turns captured ideas, highlights, and notes into finished drafts.

AI mind map generator that turns prompts, PDFs, video, audio and webpages into editable maps inside Claude, ChatGPT and any MCP assistant.

Source-grounded AI research notebook that turns your documents into cited answers and podcast-style Audio Overviews.

IKI AI is an LLM-powered knowledge workspace that captures your reads, summarizes them, and writes grounded in your own library.

Arky is a visual canvas workspace that turns scattered notes, PDFs, and research fragments into structured outlines, docs, and mind maps.

Open-source desktop research assistant that analyzes your documents, webpages and YouTube videos locally or via cloud AI providers.

RAGatouille brings ColBERT late-interaction retrieval into any Python RAG pipeline — train, index, and search in a few lines.

mymind is a private AI memory app that auto-organizes your notes, bookmarks, articles and images — no folders, no tags.

Multimodal retrieval API that gives AI agents evidence, not raw search hits

Liner AI delivers cited AI search, academic research agents, and AI writing for professionals who need verifiable sources.

Glasp is a social highlighter and AI memory: capture highlights from web pages and PDFs, then chat with them.

Lance is an open lakehouse format for multimodal AI, pairing a file format, table format, and catalog spec with hybrid vector and full-text search on object

Second Brain gives your AI tools one shared, self-hosted memory across Claude, ChatGPT, Codex, Cursor and Devin.

Proactive AI second brain that organizes saved pages, PDFs, videos and tweets into guided learning Flows.

Open ColPali visual document retrieval models and the ViDoRe V3 enterprise benchmark, all free on Hugging Face.

Elasticsearch Labs: free tutorials, notebooks, and reference apps for AI search, vector search, and RAG on Elasticsearch.

MindMarks is an AI conversation manager that saves and searches your ChatGPT, Gemini, and Claude chats in one dashboard.

macOS academic IDE that puts your PDFs, notes, citations and writing in one private, on-device window

Liminary is a browser-extension research memory and AI fact-checking layer that captures what you read and grounds client deliverables in

Ophel adds a real-time smart outline, conversation folders, and a prompt library to 15 AI chat platforms — free and open source.