# mcp-server-vector-db

> mcp-server-vector-db — citadel-cloud-management-mcp-server-vector-db. Use this tool when you need to manage and operate vector databases such as Pinecone, Weaviate, Qdrant, and ChromaDB. It solves problems related to efficient data storage, retrieval, and querying of dense vector representations, enabling use cases like similarity search and machine learning model deployment. The tool accepts database queries as input and returns relevant results, ideal for applications requiring scalable and performant vector database operations.

Canonical page: https://skillsregistry.net/skills/citadel-cloud-management-mcp-server-vector-db  
JSON: https://api.skillsregistry.net/v1/skills/citadel-cloud-management-mcp-server-vector-db

## Description

MCP server for vector database operations - Pinecone, Weaviate, Qdrant, and ChromaDB

## Trust

- **Trust score (0–1):** 0.91
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/Citadel-Cloud-Management/mcp-server-vector-db)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "citadel-cloud-management-mcp-server-vector-db"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/citadel-cloud-management-mcp-server-vector-db` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/citadel-cloud-management-mcp-server-vector-db/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt