Memory Vault

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/mihaibuilds-memory-vault

About

Use cases: agent-memory, knowledge-base

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools

2 read · 2 write · 2 delete

Secrets

1 (API keys, tokens or passwords)

Install scripts

None found

Runs as

Docker image

Tools (6)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• forget

  Soft-delete a memory chunk by ID. The chunk is removed from search results but stays in the database for potential recovery. Sets importance to 0 and marks it in metadata. Args: chunk_id: The UUID of the chunk to forget.

• memory_status

  Get the current status of the memory system. Returns database health, chunk counts per space, and embedding model info.

• move_memory

  Move a stored memory into a different space. The memory keeps its content and embedding; only the space it belongs to changes. Its knowledge-graph entries are rebuilt in the target space so the graph and search agree about where it lives. The target space must already exist — use the dashboard or the API to create one first. Args: chunk_id: The UUID of the chunk to move. target_space: Name of the space to move it into.

• purge_forgotten

  Permanently delete memories that were forgotten a while ago. `forget` is a soft delete: the memory stops appearing in search but the row stays, so it can be recovered. Nothing removed it afterwards, so a vault that is edited often accumulated one dead row per edit forever. This is the deliberate, irreversible half. It is never automatic — there is no timer that quietly deletes your memories — and it only touches memories already marked forgotten, never active ones. Args: older_than_days: Only purge memories forgotten at least this many days ago. The default keeps a month of reco…

• recall

  Search your memories for information relevant to a query. Returns chunks ranked by relevance using hybrid search (vector + full-text + RRF). Uses query enrichment (keyword extraction + variation) for better recall. Results are budgeted to fit within max_tokens to avoid flooding context. Args: query: The search query — a question, topic, or keyword phrase. spaces: Filter to specific memory spaces (e.g. ["default", "projects"]). If omitted, searches all spaces. since: Only return memories after this date (ISO format, e.g. "2025-01-01"). limit: Maximum number of resu…

• remember

  Store a new memory in the system. The text is embedded and stored as a searchable chunk. Use this to save important information, decisions, or knowledge. Args: text: The text content to remember. space: Which memory space to store it in (default "default"). source: Where this memory comes from (default "mcp"). speaker: Who said/wrote this — "human" or "assistant" (default "human").

Signals

Stars

65

Forks

14

Open issues

5

Contributors

4

Last commit

Oct 10, 2026 (20 days ago)

Last release

Oct 9, 2026 (21 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

io.github.MihaiBuilds/memory-vault

Version

1.6.1

Auth

API key

Packages

oci ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1

License

MIT

Repository

github.com/MihaiBuilds/memory-vault

Website

mihaibuilds.com

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql