memory-vault — not yet audited

by MihaiBuilds · MCP Server · ★ 60

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About memory-vault

A local-first AI memory system with hybrid search, MCP integration, and a knowledge graph.

ai-memoryclaudehybrid-searchknowledge-graphmcpopen-sourcepgvectorpostgresragself-hosted

Quick Facts

Stars60
Forks12
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score56.8118739672747/100
Open Issues21
Last Updated2026-08-18
Created2026-03-21
Platformsclaude-code, mcp, python
Est. Tokens~13k

Compatible Skills

These tools work well together with memory-vault for enhanced workflows:

  • vektori — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • Writ — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)

memory-vault alternative? Top 6 similar tools

Looking for a memory-vault alternative? If you're comparing memory-vault with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • claude-mem-lite by sdsrss · ⭐ 52

    Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across

  • knowledge-rag by lyonzin · ⭐ 256

    Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools,

  • omega-memory by omega-memory · ⭐ 204

    Persistent memory for AI coding agents

  • mengram by alibaizhanov · ⭐ 187

    Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn fro

  • c4-genai-suite by codecentric · ⭐ 171

    c4 GenAI Suite

  • mem0-mcp-selfhosted by elvismdev · ⭐ 106

    Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j +

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Frequently Asked Questions

What is memory-vault?

memory-vault is A local-first AI memory system with hybrid search, MCP integration, and a knowledge graph.. It is categorized as a MCP Server with 60 GitHub stars.

What programming language is memory-vault written in?

memory-vault is primarily written in Python. It covers topics such as ai-memory, claude, hybrid-search.

How do I install or use memory-vault?

You can find installation instructions and usage details in the memory-vault GitHub repository at github.com/MihaiBuilds/memory-vault. The project has 60 stars and 12 forks, indicating an active community.

What license does memory-vault use?

memory-vault is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to memory-vault?

The top alternatives to memory-vault on Agent Skills Hub include claude-mem-lite, knowledge-rag, omega-memory. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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