M3
Rank #8,029glama/rafiattrach/m3
Enables querying MIMIC-IV medical data using natural language through MCP clients, with support for local DuckDB and cloud BigQuery backends.
What you can do with M3
M3 is a Model Context Protocol (MCP) server published by rafiattrach. It ranks #8,029 of 150,963 active servers on MCP Toplist, and its repository has 80 GitHub stars. M3 is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Jun 8, 2025 and most recently updated on Dec 19, 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 M3 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 M3
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 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect M3 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 M3yet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jun 8, 2025
- Latest release tag
- Dec 19, 2025
- Version history
- 5 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 22, 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 22, 2026
- Glama ↗listed since May 28, 2026 · still listed
Do you maintain M3? 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 |
|---|---|
| v0.4.0 | Dec 19, 2025 |
| v0.3.0 | Nov 4, 2025 |
| v0.2.0 | Jul 11, 2025 |
| v0.1.5 | Jul 3, 2025 |
| v0.1.4 | Jun 8, 2025 |
Ranks ahead of 142,934 of 150,963 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%2Frafiattrach%2Fm3)<a href="https://mcptoplist.com/server/glama%2Frafiattrach%2Fm3"><img src="https://mcptoplist.com/badge/glama%2Frafiattrach%2Fm3.svg" alt="MCP Toplist: Top 10% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains M3?
- M3 is maintained by rafiattrach, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
- Is M3 listed on the Official MCP Registry?
- M3 is not on the Official MCP Registry. It is listed on Glama.
- How many versions does M3 have?
- No registry surfaces explicit version metadata for M3; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Dec 19, 2025.
- Where can I find the source code for M3?
- The source code for M3 is hosted at github.com/rafiattrach/m3.
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.