BatchData

io.github.batchdataco由 GitHub 账号 batchdataco 发布v1.0.0更新于 Oct 29, 2026

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

已验证Streamable HTTP可网页运行位置与生活数据与分析商业与电商

概览

AI 生成的概览

托管式 BatchData MCP 服务器，让助手查询美国房产、可比房源、业主与联系人，并核验电话与地址数据。

可以做什么
  • 按房产 ID、地址或地块编号查询房产，并按条件搜索房产，支持计数、预览与分页结果
  • 获取可比房源：聚合指标、前 10 条预览或分页完整明细
  • 对房产业主及相关人员进行 skip trace，并按电话或邮箱反向查询关联人员
  • 核验电话号码的可达性、DNC 状态、运营商与 TCPA 诉讼状态
  • 校验并标准化地址、地址地理编码与坐标反查地址
  • 列出房产数据集及其字段，并按投资买入条件筛选匹配的投资人
适用场景
适合在对话中需要美国房地产数据的场景：房产调研、估值参考的可比房源、业主与联系人查找、线索名单、外呼前的电话合规检查，以及地址清洗与地理编码。
运行要求
远程 Streamable HTTP 端点 mcp.batchdata.com，无需本地安装。需要 BatchData 账户，默认使用 OAuth 2.1 浏览器登录；不支持 OAuth 的客户端可在 Authorization 头中发送 API 令牌。团队需由管理员开通 skip tracing，API 令牌需具备对应端点权限。按用量计费。
安装前请注意
服务按用量计费；投资人买入条件计数工具即使不返回单条记录也会按 1 条记录计费。skip tracing 会返回业主及与电话或邮箱关联人员的个人联系信息（姓名、地址、电话、邮箱），使用须遵守相关隐私与营销法规。Authorization 头中携带 BatchData API 令牌，请勿写入共享配置。查询内容会发送至 BatchData 的托管服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 BatchData，将其添加到工作区。
  2. 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。
  3. 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.batchdataco%2Fbatchdata-mcp-server/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": {
    "batchdata": {
      "type": "http",
      "url": "https://mcp.batchdata.com/"
    }
  }
}

README

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 <token>
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
Support[email protected]

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

bash
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)

text
/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):

json
{  "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):

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

Or from a terminal:

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

Replit

[Add to 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+.

json
{  "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: [email protected]. 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

来源：README.md，提交 b5744cc

工具

0
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版本历史

1
  1. v1.0.0最新Oct 29, 2026

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