How do I connect Memory Vault MCP Server to Claude?

The listing records `pip install -e .` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, ChatGPT as compatible clients.

Is Memory Vault MCP Server free?

The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.

What can Memory Vault MCP Server do?

Memory Vault MCP Server documents 4 tools to the agent, including forget, memory_status, recall. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.

Memory Vault

Unclaimed

by MihaiBuilds

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

Install

$pip install -e .

Set up this server

Compare servers My Stack

This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions

ai-memoryclaudehybrid-searchknowledge-graphmcpopen-sourcepgvectorpostgresragself-hosted

Is this your MCP server?

This listing was auto-indexed from the public record. Claim it to edit the page, set compatibility and unlock growth tools. Takes under two minutes.

Claim this server

Security profile

Claimed and verified servers get a weekly static scan that shows what the code can reach: external services, environment variables, shell commands, agent configuration folders, plus any dependencies with known advisories. Claim this listing to get one. How the security profile works

Documented tools (4)

From project documentation. A server handshake does not verify each tool’s description or behavior.

forget

Soft-delete a memory by chunk ID

memory_status

Database health, chunk counts, embedding model info

recall

Search memories with hybrid search (vector + full-text + RRF)

remember

Store a new memory — auto-classified and embedded

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Memory Vault MCP Server

How do I connect Memory Vault MCP Server to Claude?: The listing records `pip install -e .` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, ChatGPT as compatible clients.
Is Memory Vault MCP Server free?: The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Memory Vault MCP Server do?: Memory Vault MCP Server documents 4 tools to the agent, including forget, memory_status, recall. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.