mcp-vector-search
Rank #9,957glama/bobmatnyc/mcp-vector-search
A CLI-first semantic code search tool with MCP integration for AI assistants, enabling semantic search, AST-aware parsing, and code analysis across 13 languages.
What you can do with mcp-vector-search
mcp-vector-search is a Model Context Protocol (MCP) server published by bobmatnyc. It ranks #9,957 of 144,396 active servers on MCP Toplist, and its repository has 55 GitHub stars. mcp-vector-search is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on May 8, 2026 and most recently updated on May 21, 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 mcp-vector-search 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 mcp-vector-search
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 mcp-vector-search 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#13,372
- MCP Browser#32,414
- slack-mpm#39,525
- notion-mpm#55,185
- MCP Memory Service - TypeScript#102,892
- mdbook#116,140
- mcp-memory#126,250
No task-specific alternatives are catalogued for mcp-vector-searchyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 8, 2026
- Latest release tag
- May 21, 2026
- 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 Jun 11, 2026 · still listed
Do you maintain mcp-vector-search? 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 |
|---|---|
| v4.1.14 | May 21, 2026 |
| v4.1.13 | May 11, 2026 |
| v4.1.5 | May 9, 2026 |
| v4.1.4 | May 8, 2026 |
| v4.1.3 | May 8, 2026 |
Ranks ahead of 134,439 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%2Fbobmatnyc%2Fmcp-vector-search)<a href="https://mcptoplist.com/server/glama%2Fbobmatnyc%2Fmcp-vector-search"><img src="https://mcptoplist.com/badge/glama%2Fbobmatnyc%2Fmcp-vector-search.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 mcp-vector-search?
- mcp-vector-search is maintained by bobmatnyc, which publishes 8 MCP servers (23 total versions) tracked on MCP Toplist.
- Is mcp-vector-search listed on the Official MCP Registry?
- mcp-vector-search is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-vector-search have?
- No registry surfaces explicit version metadata for mcp-vector-search; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on May 21, 2026.
- Where can I find the source code for mcp-vector-search?
- The source code for mcp-vector-search is hosted at github.com/bobmatnyc/mcp-vector-search.
Do you run this server?
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