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mcp-vector-search

mcp-vector-search is an MCP server for Claude Code, Codex, Cursor from inggerman/mcps. Its token cost is not measured, scanned A, original, no licence file.

An MCP server for vector search, which finds related content by meaning rather than only matching exact words. Its description does not say what data it searches.

In plain words
What is it for?
Use it for meaning-based searches if its required setup and searchable data are configured.
Why use it?
It may help locate relevant information in a collection, but the available description does not identify the collection or search workflow.

MCP server for Claude CodeCodexCursor

One of 58 entries in claude_desktop_config.json — they are configured in one file and arrive together.

not rated 0 8d ago A scan tokens not measured no licence
View the source file inggerman/mcps
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add mcp/inggerman/mcps/mcp-vector-search
Clone the repo
git clone --depth 1 https://github.com/inggerman/mcps

Made for: Claude Code, Codex, Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mcp-vector-search

README.md
[![agentmods](https://agentmods.dev/badge/mcp/inggerman/mcps/mcp-vector-search.svg)](https://agentmods.dev/mcp/inggerman/mcps/mcp-vector-search)
Your own site
<a href="https://agentmods.dev/mcp/inggerman/mcps/mcp-vector-search"><img src="https://agentmods.dev/badge/mcp/inggerman/mcps/mcp-vector-search.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Security

Grade A, and why

mcp-vector-search scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

claude_desktop_config.json · 19 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Same file

What else claude_desktop_config.json configures

This page is one entry in a file that holds 58. Installing the file brings all of them; each is measured and scanned on its own page.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 19 lines scan A 176431832711

Subscribe to this mod's changes

mcp-vector-search is an MCP server published in the GitHub repository inggerman/mcps (0 stars, last pushed 8d ago), with no licence file. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Data and AIRAG and vectors
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