SurveyCoder

io.github.quack2025由 GitHub 账号 quack2025 发布v1.0.0更新于 Nov 12, 2026

Ask questions of SPSS .sav survey data: crosstabs with significance, and AI coding of open ends.

发布方自己的服务：Voice Capture

已验证Streamable HTTP可网页运行数据与分析 AI 与机器学习

服务详情

标识符: io.github.quack2025/surveycoder
传输: Streamable HTTP
运行时: Web executable
信任: Verified
发布于: Nov 12, 2026

安全提示

MCP 服务会接收对话中的工具调用请求，并可能执行外部操作。启用前请先了解该服务能做什么，并只授予它所需的权限。

注册中心已验证此条目所属的 GitHub 账号 quack2025。这并不表明该账号就是产品方。

SourceWeft 的检查只涵盖条目是否完整、端点是否响应；不审查服务器的代码，也不审查其工具的行为。

在 README 中添加徽章

向读者展示该 MCP 服务已收录于 SourceWeft，徽章链接到本页。

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/io.github.quack2025%2Fsurveycoder.svg)](https://sourceweft.com/mcp/io.github.quack2025%2Fsurveycoder?utm_source=readme&utm_medium=badge)

概览

AI 生成的概览

托管型 MCP 服务器，让助手对 SPSS .sav 调查数据做交叉表、基数和显著性分析，并用 AI 对开放题编码。

可以做什么: 准备上传、查看项目并分析 .sav 文件，然后生成带基数、显著性字母和自定义分组的交叉表
设计并保存制表方案，查询运行状态
为开放题生成和管理编码本，估算编码费用并发起编码任务
创建和列出仪表板、报告等交付物，查看积分余额
适用场景: 适合市场研究工作：无需 SPSS 许可即可用自然语言从 SPSS 文件得到交叉表和显著性检验，或希望用 AI 编码开放题并在消耗积分前先审阅。
运行要求: 通过 Streamable HTTP 连接远程 MCP 端点，使用 OAuth 2.1 登录 SurveyCoder 账户；无需 API 密钥，也无需安装。文件通过上传链接提交，而非聊天附件。编码开放题会消耗 SurveyCoder 积分。

安装前请注意

会修改项目或消耗积分的工具设计为先摘要、确认后再执行，但编码每条回答消耗一个积分。服务器以你自己的账户和组织权限操作，上传的调查数据会发送到第三方托管服务；可随时在 SurveyCoder 设置中撤销访问。

安装

在 SourceWeft 中

打开控制台中的 SurveyCoder，将其添加到工作区。
连接所需的凭据。它们会被私密存储，绝不会在公开页面上展示。
为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.quack2025%2Fsurveycoder/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "surveycoder": {
      "type": "http",
      "url": "https://api.surveycoder.io/mcp"
    }
  }
}

README

SurveyCoder MCP server

Ask questions of your SPSS (.sav) survey data from Claude, and code open-ended answers with AI.

SurveyCoder is a hosted MCP server for market research. You connect it to Claude, upload a .sav file and ask for tables and crosstabs in plain language. A tabulation engine computes the percentages, bases and significance tests; the assistant explains them and builds the charts, the dashboard or the deck.

Endpoint: https://api.surveycoder.io/mcp
Transport: Streamable HTTP
Auth: OAuth 2.1 (authorization code with PKCE). No API key.
Docs: https://docs.surveycoder.io/mcp/
Product page: https://surveycoder.io/claude-connector/ · en español

This repository holds the public documentation of the server. The server itself is a hosted service; there is nothing to install or run.

Why not just attach the .sav to the chat?

The model does not compute the numbers. The assistant asks SurveyCoder for the table and receives percentages, bases and significance tests already computed. Its job is to explain them.
Every percentage comes with its base. Low bases are flagged, so a difference on a handful of cases is not read as a finding.
No SPSS needed. The server reads the .sav with its variable and value labels. You need no SPSS license, no installation and no syntax.
Cuts by the answer that matters. Beyond demographics: promoters against everyone else, people who would buy against those who would not, people who chose a brand against those who did not.

Connect

Claude

Open Settings → Connectors.
Find Survey Coder in the directory and click Connect, or choose Add custom connector and enter https://api.surveycoder.io/mcp.
Sign in to SurveyCoder and authorize access.

Directory listing: https://claude.ai/directory/connectors/surveycoder

Other MCP clients

Any client that supports remote MCP servers with OAuth can use the same endpoint:

json

{  "mcpServers": {    "surveycoder": {      "type": "http",      "url": "https://api.surveycoder.io/mcp"    }  }}

{  "mcpServers": {    "surveycoder": {      "type": "http",      "url": "https://api.surveycoder.io/mcp"    }  }}

What you can ask

text

I want crosstabs from a .sav file.Show me Q12, Q13 and Q17 by gender, age and city, with bases and significance.Compare promoters (9 and 10) with everyone else on Q17 and Q22.Build a group of people who bought the brand but would not recommend it, and compare it with the rest.With these results, build a dashboard with charts and the three main findings.

I want crosstabs from a .sav file.Show me Q12, Q13 and Q17 by gender, age and city, with bases and significance.Compare promoters (9 and 10) with everyone else on Q17 and Q22.Build a group of people who bought the brand but would not recommend it, and compare it with the rest.With these results, build a dashboard with charts and the three main findings.

And for open-ended questions:

text

Analyze the .sav I uploaded and propose a coding plan.Generate the codebook for Q5 and show it to me before coding.How much would it cost to code the whole project?

Analyze the .sav I uploaded and propose a coding plan.Generate the codebook for Q5 and show it to me before coding.How much would it cost to code the whole project?

How it works

Ask for crosstabs. The assistant returns an upload link. Files attached to the chat do not reach SurveyCoder; the .sav goes through that link.
The assistant checks the file and shows what it will import. Nothing is imported until you confirm. If there is nothing to code, say "tables only".
Ask your questions. Each request takes up to twelve questions and up to four banners.
Ask for cuts by a key answer. Those groups are built for the request and are not saved to the project.

Tools

Area	Tools
Results and tables	`tabulation_base_prepare`, `tabulation_catalog`, `tabulation_query`, `tabulation_design_get`, `tabulation_design_save`, `tabulation_generate`, `tabulation_status`, `advisor_question_results`, `advisor_question_segments`
Projects and files	`projects_search`, `advisor_attention`, `advisor_project_status`, `upload_link`, `inbox_list`, `advisor_analyze_sav`, `plan_apply`, `wave_check`
Coding	`advisor_review_question_setup`, `question_config_update`, `question_add_from_file`, `codebook_generate`, `codebook_get`, `codebook_reorganize`, `coding_estimate`, `coding_start`, `refine_suggestions`, `refine_resolve`
Deliverables and credits	`deliverable_create`, `deliverables_list`, `deliverable_link`, `credits_overview`

Full descriptions: https://docs.surveycoder.io/mcp/

Safeguards

Every tool that changes a project or spends credits works in two steps: a summary first, then the action only after you confirm.
The server acts with your own SurveyCoder user and your organization's permissions.
You can revoke access at any time in SurveyCoder, under Settings → Connected apps.

Good to know

The tables path works with .sav files.
Significance letters between columns appear on category rows and on battery summaries.
Top 2 Box and mean are only computed when the direction of the scale can be identified; otherwise you get the full distribution.

Pricing

The connector is free. Coding open-ended answers consumes SurveyCoder credits, one per response; new accounts start with 250 free credits. See https://surveycoder.io/.