原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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BatchData

作者:batchdataco版本 1.0.0i★ –i在云端运行
注册名称io.github.batchdataco/batchdata-mcp-server

安装

概览

作者提供的说明(英文原文)

Real estate data for AI agents: property lookup, comps, search, skip tracing, phone/address checks

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 搜索与 AI 记忆
  • 你需要填写:Authorization

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

在终端中运行这条命令

claude mcp add --transport http batchdata https://mcp.batchdata.com --header 'Authorization: your-value'

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "batchdata": {
      "url": "https://mcp.batchdata.com",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "batchdata": {
      "type": "http",
      "url": "https://mcp.batchdata.com",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

  • Authorization 机密 HTTP header
    Optional. Only for clients without OAuth support: 'Bearer '. OAuth 2.1 browser sign-in is the default and needs no header.

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 batchdataco 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

  • 星标数多于此分类中其他 7250 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 7250 个服务器的 80% 更新
  • 基础检查结果等于或优于此分类中其他 7250 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

BatchData 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:Authorization

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.0)于9天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Context7, Codebase Memory, Exa

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

作者:upstash

Up-to-date docs for AI agents

电脑或云端★ 64,224MIT今天更新
安装

Codebase Memory

作者:DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

在你的电脑上运行★ 48,148MIT20天前更新
安装

Exa

作者:exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

在云端运行★ 5,213MIT上个月更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

BatchData MCP Server

BatchData is an API-first U.S. real estate data platform. The BatchData MCP Server is a hosted Model Context Protocol server that lets AI assistants and agents look up properties, pull comparables, search properties, skip trace owners and contacts, check phone compliance, verify and geocode addresses, and use property datasets and investor buy boxes, using plain-language requests.

Server URLhttps://mcp.batchdata.com
TransportStreamable HTTP (remote, hosted by BatchData; nothing to install or run locally)
AuthenticationOAuth 2.1 browser sign-in with your BatchData account (PKCE, dynamic client registration), or a BatchData API token sent as Authorization: Bearer
AccountA BatchData account is required. The MCP server is a usage-based offering; see pricing or contact sales for access details.
MCP Registry nameio.github.batchdataco/batchdata-mcp-server
Docsbatchdata.io/mcp-server · developer.batchdata.com
Supportsupport@batchservice.com

Quick start

Claude (Desktop and Web; connectors cannot be added from mobile)
  1. Open Settings → Connectors → Add custom connector.
  2. Enter the URL https://mcp.batchdata.com and click Add.
  3. Sign in with your BatchData account when the browser opens.
  4. In a chat, click + and toggle the BatchData connector on.
Claude Code
claude mcp add --transport http batchdata https://mcp.batchdata.com

Then run /mcp inside Claude Code and choose batchdata to sign in.

Claude Code plugin (skills and MCP server together)
/plugin marketplace add batchdataco/batchdata-mcp-server

/plugin install batchdata --marketplace batchdataco/batchdata-mcp-server

The plugin connects the same server and adds skills for property lookup, comps, property search and lead lists, skip tracing, DNC and TCPA phone checks, investor finder, and building permits (permits are available through the REST API only, not as an MCP tool). The skills live in skills/.

Cursor

Add to Cursor

Or add this to ~/.cursor/mcp.json (or .cursor/mcp.json in a project):

{

"mcpServers": { "batchdata": { "url": "https://mcp.batchdata.com" } } }

Cursor opens a browser window to sign in the first time a tool is used.

VS Code (GitHub Copilot)

Install in VS Code (opens VS Code and prompts to install the server; use vscode-insiders: instead of vscode: for Insiders)

Or configure it manually. Add this to .vscode/mcp.json in your workspace (or run MCP: Add Server from the Command Palette):

{

"servers": { "batchdata": { "type": "http", "url": "https://mcp.batchdata.com" } } }

Or from a terminal:

code --add-mcp '{"name":"batchdata","type":"http","url":"https://mcp.batchdata.com"}'
Replit

Or in Replit open Integrations → MCP Servers → + Add MCP server, set the display name to BatchData and the URL to https://mcp.batchdata.com, then click Test & save and sign in with your BatchData account.

ChatGPT (Developer Mode)

Go to Settings → Apps & Connectors → Advanced settings, enable Developer mode, then Create a connector named BatchData with MCP Server URL https://mcp.batchdata.com and sign in with your BatchData account.

Claude Desktop with an API token (clients without OAuth)

Claude Desktop can also reach the server through mcp-remote with your BatchData API token. Requires Node.js 22+.

{

"mcpServers": { "BatchData": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.batchdata.com", "--header", "Authorization:${AUTH_HEADER}" ], "env": { "AUTH_HEADER": "Bearer YOUR_API_TOKEN_HERE" } } } }

Any other MCP client: point it at https://mcp.batchdata.com using the Streamable HTTP transport and, if it does not support OAuth, send the header Authorization: Bearer YOUR_API_TOKEN_HERE.

Step-by-step guides, migration from API tokens to OAuth, and troubleshooting are in docs/setup-guide.md.

Tools

The server registers 21 tools.

AreaToolWhat it does
Propertylookup_propertyReturns property details for a real-estate property based on its propertyId or its address as (street + city + state + zip) or its parcel number as (countyFipsCode + APN).
Compscomparable_property_countReturns the total count of comparable properties and aggregated metrics (estimatedValue, averagePrice, averagePricePerSqft) without returning individual comparable records.
Compscomparable_property_previewReturns a quick preview of the first 10 comparable properties with summary fields (address, price, sqft, beds/baths, sale date, distance), plus total count and aggregated metrics.
Compscomparable_property_pagePaginated access to comparable properties with full details (page size: 10).
Compscomparable_propertyDeprecated. Use comparable_property_count, comparable_property_preview, or comparable_property_page instead. Returns all comparables, which can overload context windows.
Searchsearch_properties_countReturns total count of properties matching search criteria and quicklist breakdowns.
Searchsearch_properties_previewReturns a quick preview of the first 10 properties with essential fields, plus total count.
Searchsearch_properties_pagePaginated property search with full details (page size: 10).
Skip trace and contactskip_trace_propertyReturns contact information for the property owner and any other people associated with a real-estate property based on its address as (street + city + state + zip) or (street + city + state) or (street + zip) or its parcel number as (state + county + APN) or (countyFipsCode + APN).
Skip trace and contactreverse_skip_traceReturns associated person information (name, addresses, phones, emails) for one or more phone numbers or email addresses.
Phone complianceverify_phoneReturns full verification details of a phone number including reachability, DNC status, carrier info, TCPA litigator status, and more.
Phone compliancecheck_dnc_statusChecks only the DNC (Do Not Call) status of a phone number.
Phone compliancecheck_tcpa_statusChecks only the TCPA litigator status of a phone number.
Addressverify_addressAccepts a property address in the format of street + city + state + zip, or street + city + state, or street + zip and returns an address formatted to comply with USPS conventions.
Addressgeocode_addressAccepts a property address in the format of a single text string representing the street + city + state + zip, or street + city + state, or street + zip and returns the geo-coordinates for the requested address.
Addressreverse_geocode_addressAccepts geo-coordinates in the form of latitude and longitude values and returns the address at those coordinates.
Datasets and investor buy boxlist_property_datasetsReturns all available property datasets with field counts and sample fields.
Datasets and investor buy boxlist_property_dataset_fieldsReturns the full list of field paths for a specific property dataset.
Datasets and investor buy boxinvestor_buybox_countReturns the total count of investors matching the buy box criteria and aggregate result metadata, without returning individual investor records. This is not free: it bills for 1 record.
Datasets and investor buy boxinvestor_buybox_previewReturns a quick preview of the first 10 ranked investor profiles matching the buy box criteria, plus total count and aggregate result metadata.
Datasets and investor buy boxinvestor_buybox_pagePaginated access to investors matching the buy box criteria with full details (page size: 10).

Skip tracing (v3) must be enabled for your team by an admin, and API tokens need the matching endpoint permissions.

Example prompts

  • "Look up the property at 123 Main Street, Los Angeles, CA."
  • "Find comparable properties for 789 Pine Road, Austin, TX."
  • "Search for vacant properties in Miami, FL."
  • "Skip trace the owner of 456 Oak Avenue, Miami, FL."
  • "Verify this phone number and tell me whether it is on the Do Not Call list."
  • "Verify and standardize this address: 100 main st los angeles ca."
  • "Reverse skip trace the owner behind this phone number."
  • "Which investors match the buy box for 123 Main Street, Los Angeles, CA?"

Support

Questions or problems: support@batchservice.com. For API reference, see developer.batchdata.com.

License

This repository contains documentation and configuration only, and is MIT licensed. The BatchData MCP server at mcp.batchdata.com, the BatchData API, and its data are proprietary and are governed by the BatchData terms of service.

© BatchData

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