Prolific Mcp Server

Name: Prolific Mcp Server
Author: prolific-oss

@prolific-oss

代码仓库

关于 Prolific Mcp Server

A Model Context Protocol server bridging LLM agents to the Prolific public API. Built with FastMCP.

#human-data #hitl #ai-evals

基本信息

分类

其他

传输方式

stdio

发布者

prolific-oss

提交者

Bradley Fehler

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "prolific": {
      "command": "uvx",
      "args": [
        "prolific-mcp"
      ],
      "env": {
        "PROLIFIC_TOKEN": "your_token_here"
      }
    }
  }
}

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Prolific Mcp Server?

Prolific Mcp Server is a Model Context Protocol (MCP) server that bridges LLM agents to the Prolific public API, enabling AI assistants to help researchers design and launch studies. It is built with FastMCP and listed on the official MCP Registry for discovery by Claude Desktop, Cursor, Claude Code, and other MCP-aware clients.

How to use Prolific Mcp Server?

Install and run using uvx prolific-mcp or from a local checkout with uv run prolific-mcp. Set the PROLIFIC_TOKEN environment variable with a Prolific API token. The server defaults to stdio but can also run over streamable HTTP using the --http flag, with optional --host / --port overrides. Most MCP clients accept the standard command / args / env configuration.

Key features of Prolific Mcp Server

Bridges LLM agents to the Prolific public API.
Exposes tools such as get_filters, create_filter_set, publish_study, and more.
Supports stdio and streamable HTTP transports.
Configurable via environment variables PROLIFIC_TOKEN and PROLIFIC_URL.
Published as a .mcpb bundle for easy installation in Claude Desktop.
No sandbox mode – publish_study spends real money on participants.

Use cases of Prolific Mcp Server

An LLM helps a researcher design a study by filtering participant eligibility and estimating counts.
An AI assistant creates and publishes a Prolific study draft on behalf of a user.
A developer integrates study management into an automated research pipeline via MCP clients.
A researcher reviews existing studies and workspaces with natural language queries.

FAQ from Prolific Mcp Server

What tools does Prolific Mcp Server provide?

It provides tools like get_filters, get_filter_sets, create_filter_set, get_eligibility_count, list_workspaces, list_projects, list_studies, view_study, create_study, and publish_study.