agentmods.dev

vector-database-mcp

vector-database-mcp is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from daffy0208/ai-dev-standards. Its token cost is not measured, scanned A, a copy of agent-orchestrator-mcp, MIT.

An MCP server configuration for a vector database, which stores data in a form that supports similarity-based searches.

In plain words
What is it for?
Use it to run the configured vector-database MCP server with Node.js.
Why use it?
The input only shows how to start the server, so its specific operations are not described.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

One of 54 entries in claude_desktop_config.json — they are configured in one file and arrive together.

not rated 36 8mo ago A scan tokens not measured copy · 80% MIT
View the source file daffy0208/ai-dev-standards
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/daffy0208/ai-dev-standards/vector-database-mcp
Clone the repo
git clone --depth 1 https://github.com/daffy0208/ai-dev-standards

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

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 vector-database-mcp

README.md
[![agentmods](https://agentmods.dev/badge/mcp/daffy0208/ai-dev-standards/vector-database-mcp.svg)](https://agentmods.dev/mcp/daffy0208/ai-dev-standards/vector-database-mcp)
Your own site
<a href="https://agentmods.dev/mcp/daffy0208/ai-dev-standards/vector-database-mcp"><img src="https://agentmods.dev/badge/mcp/daffy0208/ai-dev-standards/vector-database-mcp.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 80% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

vector-database-mcp 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 4d 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.

Origin

This is a copy

80% identical to agent-orchestrator-mcp — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.claude/claude_desktop_config.json · 8 lines

What it actually says

{
  "vector-database-mcp": {
    "command": "node",
    "args": [
      "C:\\Users\\david\\OneDrive - Qolcom\\AI\\AI_Development_Projects\\ai-dev-standards\\MCP-SERVERS\\vector-database-mcp\\dist\\index.js"
    ]
  }
}
Same file

What else claude_desktop_config.json configures

This page is one entry in a file that holds 54. 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. 4d ago First seen · 8 lines scan A 982bd9858e1b

Subscribe to this mod's changes

vector-database-mcp is an MCP server published in the GitHub repository daffy0208/ai-dev-standards (36 stars, last pushed 8mo ago), licensed MIT. 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. It is 80% identical to agent-orchestrator-mcp, differing in 4 lines, and is treated as a copy.

Data and AIDatabases
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