Turbopuffer MCP Server

Turbopuffer MCP Server

Enables interaction with the Turbopuffer vector database to manage namespaces and perform operations like data writing, querying, and schema updates. It supports DAuth-style authentication for secure, runtime credential management.

Category
Visit Server

README

turbopuffer-mcp

A Turbopuffer MCP server built with dedalus-mcp and DAuth-style credential exchange.

This server follows the same DAuth north-star pattern as x-api-mcp:

  • Credentials are provided by clients at runtime.
  • The server declares a Connection with SecretKeys.
  • Tool calls dispatch through Dedalus secure connection handles.

Features

  • DAuth-compatible API key authentication (TURBOPUFFER_API_KEY).
  • Configurable Turbopuffer region/base URL via TURBOPUFFER_BASE_URL.
  • Read + write tool coverage for the core Turbopuffer API.
  • Includes a smoke ping tool for quick MCP handshake validation.

Setup

  1. Create a Turbopuffer API key.
  2. Copy env template:
cp .env.example .env

Required:

  • TURBOPUFFER_API_KEY (provided by the MCP client via DAuth credentials in production flows)

Optional:

  • TURBOPUFFER_BASE_URL (defaults to https://gcp-us-central1.turbopuffer.com)
  • DEDALUS_AS_URL (defaults to https://as.dedaluslabs.ai)
  • HOST (defaults to 127.0.0.1)
  • PORT (defaults to 8080)

Run

uv run python src/main.py

Tool Surface

  • turbopuffer_list_namespaces
  • turbopuffer_get_namespace_metadata
  • turbopuffer_get_namespace_schema
  • turbopuffer_update_namespace_schema
  • turbopuffer_write
  • turbopuffer_query
  • turbopuffer_multi_query
  • turbopuffer_explain_query
  • turbopuffer_delete_namespace
  • turbopuffer_cache_warm
  • turbopuffer_measure_recall
  • turbopuffer_export_documents (deprecated Turbopuffer endpoint compatibility)
  • smoke_ping

Notes

  • Turbopuffer has both /v1 and /v2 endpoints. This server mirrors the live docs/API split:
    • Namespace listing/metadata/schema/cache-warm/recall/export use /v1.
    • Write/query/delete/explain use /v2.
  • The export endpoint is deprecated in Turbopuffer docs in favor of paging query APIs, but is still exposed here for compatibility.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured