# turbopuffer

> Use this tool when you need to efficiently search and filter large datasets stored in object storage, leveraging the power of vector search, full-text search, and customizable filters. It solves problems related to data discovery, information retrieval, and content filtering, providing accurate results through a customizable API interface. Ideal for use cases requiring advanced search functionality, such as data analytics, research, or content management, with API key integration for secure access.

Canonical page: https://skillsregistry.net/skills/turbopuffer  
JSON: https://api.skillsregistry.net/v1/skills/turbopuffer

## Description

Search engine that combines vector search, full-text search, and filters on object storage. Bring your own API key from the [turbopuffer dashboard](https://turbopuffer.com/dashboard).

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/turbopuffer)

## 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": "turbopuffer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/turbopuffer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/turbopuffer/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