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rmbr

Embedded, local-first memory and retrieval for AI agents.

Connector by SRock44 · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 2
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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/srock44-rmbr

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

Reviews

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Permissions

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

Tools
2 read · 1 write · 0 delete
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 3

Read from the source code; the running server may list different tools.

Read 2 · Look things up without changing anything.

  • recall
  • search

Write 1 · Create, change, send or run things.

  • remember

Tools (3)

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

  • recall

    Recall notes previously saved via `remember` - the agent's own memory, not indexed reference documents. Use `search` instead for the knowledge base. Read-only, no side effects. Results are ranked best-match-first by a hybrid of keyword and semantic similarity, not necessarily the order they were remembered. If `k` exceeds how many memories exist, every memory is returned rather than raising an error.

  • remember

    Save a new note to this agent's memory. Returns the new memory's id. Always inserts - calling this twice with the same text creates two separate memories, since this server doesn't have deduplication enabled by default. If the server was configured with a memory cap (max_memories), the oldest unpinned memory may be evicted to make room for this one. pinned=True exempts a memory from that eviction permanently - there's no way to un-pin it later through this tool.

  • search

    Search documents indexed via Index.add_files()/add_text() - the agent's reference knowledge base, not its own memory. Use `recall` instead for notes the agent itself chose to remember. Read-only, no side effects. Results are ranked best-match-first by a hybrid of keyword and semantic similarity, not necessarily indexing order. If `k` exceeds how many documents exist, every document is returned rather than raising an error.

Signals

Stars
2
Forks
0
Open issues
0
Weekly downloads
28
Last commit
Aug 3, 2026 (2 months ago)
Last release
Aug 3, 2026 (2 months ago)
Last package publish
Aug 3, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.SRock44/rmbr
Version
0.2.0
Auth
No auth
Packages
pypi rmbr
License
MIT
Repository
github.com/SRock44/rmbr
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

rmbr MCP server. Agent Mart. https://agentmart.dev/connectors/srock44-rmbr (last updated 2026-10-24)