memory-vault

by MihaiBuilds · MCP Server · ★ 56

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

Stars56
Forks8
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score56.8118739672747/100
Open Issues5
Last Updated2026-07-02
Created2026-03-21
Platformsclaude-code, mcp, python
Est. Tokens~13k

Compatible Skills

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

  • throughline — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • vektori — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • Writ — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)
  • cashew — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (59%)

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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 56 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 56 stars and 8 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.

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