Clean scanStatic scanned
Lets your agent query, update and manage MongoDB databases and set up MongoDB Atlas clusters.
458.4k installs/moApache-2.0
MCP Rag Memory
adyoi · MCP server
Combines document retrieval with long-term memory for your AI assistant. You can ingest text, files or whole directories, which are split into chunks, embedded locally and stored in SQLite, then searched by keyword, by vector similarity or by both together. Separately, the assistant can remember facts, decisions and preferences, recall them with stale ones scoring lower, rate their importance and merge near-duplicates. It also includes slash commands and a session sync for opencode.
Written by ooruby from the README of mcp-rag-memory 2.4.1.
Not claimed by its maker. Is this yours? Prove it and answer the findings
Why it's useful
Your assistant can keep documents and what it has learned in one local store and call them back later, with no outside embedding service by default.
What you could do with it
- Ingest a folder of source files, then search it by vector similarity and by keyword in a single ranked list.
- Ask for a ready-to-use context block on a topic, with its token count, to drop into a prompt.
- Save a decision or preference as a memory, recall it in a later session and merge near-duplicate memories.
Written from its documentation: what it says it can do, not what our checks found.
Maintenance
Not measuredNo release date is on record for this package yet. The nightly publisher check records one as it reaches each npm package, about once every ten nights.
Release activity only: it says nothing about quality or safety, and a finished small package can be fine without releases. How it is measured
- Licence and provenance
- finding
- no LICENCE file at the root (.)
Published because it was found. A finding is information about where the limits are, not a verdict that the software is unsafe.
What this does not cover
- Everything. Treat it as you would software from anywhere else.
Receipt history: every signed receipt for every version of this listing, and what changed between them.
In its maker's words
RAG + Context Management MCP server: long-term memory, vector storage, knowledge retrieval. Run with npx, zero external APIs.
Compare with
Compare all 4How far this has been checked
Static scanned
- What it establishes
- Its published package, or for a hosted server its source repository at a recorded commit, was read file by file, without running it, by every check in our current scan.
- What it does not
- How it behaves when it runs, or anything the scan does not read yet: several rubric checks, the repository's history, and compiled code in folders named dist or build. For a hosted server, that the endpoint runs the code that was read. The ooruby Index sets out exactly what was read.
- Exactly what was read
- Version 2.4.1, the file with digest sha512-5/6b14Z23jiteK3RCgUWx8KCYVAtFzf6OhrblSbz6xKkeDKmK889KMP4WYEbyci3yEu8w/5+ys8y9n6l69R2OQ==, as the registry publishes it. A published version cannot be replaced, so this names the same bytes for anyone who checks.
- Authentication
- Runs locally. No hosted endpoint is listed for this package. You run it on your own machine, so there is no endpoint of ours to authenticate against.
Adding it
Paste this into your client's MCP configuration.
{
"mcpServers": {
"mcp-rag-memory": {
"command": "npx",
"args": [
"-y",
"-p",
"mcp-rag-memory@2.4.1",
"mcp-rag-memory"
]
}
}
}Or run it directly.
npx -y -p mcp-rag-memory@2.4.1 mcp-rag-memoryPinned to 2.4.1, which is the version the findings above were found in. Drop the version to take whatever is newest, and the report on this page stops describing what you installed.
Where this came from
- Registry
- npm
- Package
- mcp-rag-memory
- Version read
- 2.4.1
- Resolved
- 2026-10-10
No build provenance published. The repository above is the one the publisher declared, and nothing links it to the package you would install. That is not a mark against this listing, since most packages are published this way, but it is a check nobody can run.
The badge, if this is your listing
It renders the current rung (static scanned) and links back here, where what that does and does not establish is one click away. It updates itself as the evidence deepens.
[](https://ooruby.com/market/mcp-rag-memory)About this listing
- Kind
- MCP server
- Category
- Data & analytics
- Pricing
- Free
- Sandbox
- No
- Hosted
- No
- Updated
- 2026-10-04
Similar MCP servers
All MCP serversVerification records what our published tests found on a specific version at a specific date. It is not a warranty, and it does not certify that software is free of defects.