RAG Memory MCP
Rank #9,300glama/ttommyth/rag-memory-mcp
An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.
What you can do with RAG Memory MCP
RAG Memory MCP is a Model Context Protocol (MCP) server published by ttommyth. It ranks #9,300 of 144,396 active servers on MCP Toplist, and its repository has 47 GitHub stars. RAG Memory MCP is listed across 2 registries — Glama and PulseMCP, with 5 release tags tracked from its GitHub repository. It was first listed on May 25, 2025 and most recently updated on May 28, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What RAG Memory MCP can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using RAG Memory MCP
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect RAG Memory MCP and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for RAG Memory MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 25, 2025
- Latest release tag
- May 28, 2025
- Version history
- 5 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain RAG Memory MCP? to correct or enrich this profile.
GitHub releases (5)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.2.0-next.3 | May 28, 2025 |
| v1.2.0-next.2 | May 26, 2025 |
| v1.2.0-next.1 | May 26, 2025 |
| v1.1.1-next.1 | May 26, 2025 |
| v1.1.0 | May 25, 2025 |
Ranks ahead of 135,096 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fttommyth%2Frag-memory-mcp)<a href="https://mcptoplist.com/server/glama%2Fttommyth%2Frag-memory-mcp"><img src="https://mcptoplist.com/badge/glama%2Fttommyth%2Frag-memory-mcp.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains RAG Memory MCP?
- RAG Memory MCP is maintained by ttommyth, which publishes 2 MCP servers (10 total versions) tracked on MCP Toplist.
- Is RAG Memory MCP listed on the Official MCP Registry?
- RAG Memory MCP is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does RAG Memory MCP have?
- No registry surfaces explicit version metadata for RAG Memory MCP; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on May 28, 2025.
- Where can I find the source code for RAG Memory MCP?
- The source code for RAG Memory MCP is hosted at github.com/ttommyth/rag-memory-mcp.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.