vault-recommender
Rank #40,107glama/JoshuaOliphant/vault-recommender
Enables semantic recommendation for Obsidian vaults, allowing users to find related notes, forgotten knowledge, and missing connections through embedding similarity and wiki-link graph analysis.
What you can do with vault-recommender
vault-recommender is a Model Context Protocol (MCP) server published by JoshuaOliphant. It ranks #40,107 of 167,945 active servers on MCP Toplist, and its repository has 2 GitHub stars. vault-recommender is listed on Glama, with 4 release tags tracked from its GitHub repository. It was first listed on Mar 15, 2026 and most recently updated on Apr 5, 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 vault-recommender 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 vault-recommender
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 Nov 3, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect vault-recommender 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 vault-recommenderyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Mar 15, 2026
- Latest release tag
- Apr 5, 2026
- Version history
- 4 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 3, 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
- Nov 3, 2026
- Glama ↗listed since Jun 22, 2026 · still listed
Do you maintain vault-recommender? to correct or enrich this profile.
GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.0 | Apr 5, 2026 |
| v0.2.0 | Mar 18, 2026 |
| v0.1.1 | Mar 15, 2026 |
| v0.1.0 | Mar 15, 2026 |
Ranks ahead of 127,838 of 167,945 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%2FJoshuaOliphant%2Fvault-recommender)<a href="https://mcptoplist.com/server/glama%2FJoshuaOliphant%2Fvault-recommender"><img src="https://mcptoplist.com/badge/glama%2FJoshuaOliphant%2Fvault-recommender.svg" alt="MCP Toplist: Top 25% of 167,945" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains vault-recommender?
- vault-recommender is maintained by JoshuaOliphant, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
- Is vault-recommender listed on the Official MCP Registry?
- vault-recommender is not on the Official MCP Registry. It is listed on Glama.
- How many versions does vault-recommender have?
- No registry surfaces explicit version metadata for vault-recommender; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Apr 5, 2026.
- Where can I find the source code for vault-recommender?
- The source code for vault-recommender is hosted at github.com/JoshuaOliphant/vault-recommender.
Do you run this server?
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