Vectorize
Rank #7,136glama/vectorize-io/vectorize-mcp-server
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
What you can do with Vectorize
Vectorize is a Model Context Protocol (MCP) server published by vectorize-io. It ranks #7,136 of 171,126 active servers on MCP Toplist, and its repository has 115 GitHub stars. Vectorize is listed across 3 registries — Glama, PulseMCP and mcp.so, with 1 release tag tracked from its GitHub repository. It was first listed on Mar 11, 2025 and most recently updated on Apr 7, 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 Vectorize 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 Vectorize
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 7, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Vectorize 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 Vectorizeyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Mar 11, 2025
- Latest release tag
- Apr 7, 2025
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 7, 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 7, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since May 22, 2026 · still listed
- mcp.so ↗listed since May 22, 2026 · delisted, last seen Aug 25, 2026
- mcp.so ↗listed since May 22, 2026 · still listed
Do you maintain Vectorize? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| 0.4.3 | Apr 7, 2025 |
Ranks ahead of 163,990 of 171,126 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%2Fvectorize-io%2Fvectorize-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fvectorize-io%2Fvectorize-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fvectorize-io%2Fvectorize-mcp-server.svg" alt="MCP Toplist: Top 5% of 171,126" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Vectorize?
- Vectorize is maintained by vectorize-io, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.
- Is Vectorize listed on the Official MCP Registry?
- Vectorize is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does Vectorize have?
- No registry surfaces explicit version metadata for Vectorize; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Apr 7, 2025.
- Where can I find the source code for Vectorize?
- The source code for Vectorize is hosted at github.com/vectorize-io/vectorize-mcp-server.
Do you run this server?
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