RAGDown
Rank #3,207glama/cubicecho/mcp-ragdown
Enables agents to run hybrid dense and BM25 search over a local folder of Markdown files, read and write notes, and trigger reindexing as the folder changes. It also injects the most relevant sections into each prompt automatically and runs entirely locally with a bundled embedding model.
What you can do with RAGDown
RAGDown is a Model Context Protocol (MCP) server published by cubicecho. It ranks #3,207 of 144,396 active servers on MCP Toplist. RAGDown is listed on Glama, with 31 release tags tracked from its GitHub repository. It was first listed on Sep 13, 2026 and most recently updated on Oct 15, 2026.
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 RAGDown 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 RAGDown
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
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 RAGDown 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
- MCP Skills Manager#5,620
- @cubicecho/graphql-mcp#6,240
- mcp-zeromem#6,949
- MCP Actual#12,829
- google-mcp-suite-network#58,640
No task-specific alternatives are catalogued for RAGDownyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Sep 13, 2026
- Latest release tag
- Oct 15, 2026
- Version history
- 31 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 Sep 14, 2026 · still listed
Do you maintain RAGDown? to correct or enrich this profile.
GitHub releases (31)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v6.7.0 | Oct 15, 2026 |
| v6.6.0 | Oct 14, 2026 |
| v6.5.0 | Oct 14, 2026 |
| v6.4.0 | Oct 14, 2026 |
| v6.3.0 | Oct 14, 2026 |
| v6.1.0 | Oct 12, 2026 |
| v6.0.4 | Oct 12, 2026 |
| v6.0.3 | Oct 11, 2026 |
| v6.0.1 | Oct 10, 2026 |
| v6.0.0 | Oct 10, 2026 |
| v5.17.0 | Oct 7, 2026 |
| v5.16.0 | Oct 7, 2026 |
| v5.15.0 | Oct 6, 2026 |
| v5.14.0 | Oct 5, 2026 |
| v5.13.0 | Oct 5, 2026 |
| v5.12.0 | Oct 4, 2026 |
| v5.11.0 | Oct 4, 2026 |
| v5.10.0 | Oct 3, 2026 |
| v5.9.1 | Oct 2, 2026 |
| v5.9.0 | Sep 25, 2026 |
| v5.8.0 | Sep 25, 2026 |
| v5.7.0 | Sep 25, 2026 |
| v5.6.0 | Sep 25, 2026 |
| v5.5.0 | Sep 25, 2026 |
| v4.0.1 | Sep 17, 2026 |
| v4.0.0 | Sep 16, 2026 |
| v3.0.0 | Sep 15, 2026 |
| v2.1.0 | Sep 15, 2026 |
| v2.0.0 | Sep 14, 2026 |
| v1.1.0 | Sep 13, 2026 |
| v1.0.0 | Sep 13, 2026 |
Ranks ahead of 141,189 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%2Fcubicecho%2Fmcp-ragdown)<a href="https://mcptoplist.com/server/glama%2Fcubicecho%2Fmcp-ragdown"><img src="https://mcptoplist.com/badge/glama%2Fcubicecho%2Fmcp-ragdown.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains RAGDown?
- RAGDown is maintained by cubicecho, which publishes 6 MCP servers (77 total versions) tracked on MCP Toplist.
- Is RAGDown listed on the Official MCP Registry?
- RAGDown is not on the Official MCP Registry. It is listed on Glama.
- How many versions does RAGDown have?
- No registry surfaces explicit version metadata for RAGDown; MCP Toplist tracks 31 release tags from its GitHub repository, most recently published on Oct 15, 2026.
- Where can I find the source code for RAGDown?
- The source code for RAGDown is hosted at github.com/cubicecho/mcp-ragdown.
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.