Context7
Up-to-date docs for AI agents
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
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。
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。
选择你使用的 AI 应用,然后复制设置。
Authorization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。
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。
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。
Authorization 机密 HTTP 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。
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。
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
注册名称已通过 GitHub 账户 batchdataco 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
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。
你需要填写:Authorization
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。
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。
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。
同一分类中有:Context7, Codebase Memory, Exa
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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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 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 URL | https://mcp.batchdata.com |
| Transport | Streamable HTTP (remote, hosted by BatchData; nothing to install or run locally) |
| Authentication | OAuth 2.1 browser sign-in with your BatchData account (PKCE, dynamic client registration), or a BatchData API token sent as Authorization: Bearer |
| Account | A BatchData account is required. The MCP server is a usage-based offering; see pricing or contact sales for access details. |
| MCP Registry name | io.github.batchdataco/batchdata-mcp-server |
| Docs | batchdata.io/mcp-server · developer.batchdata.com |
| Support | support@batchservice.com |
https://mcp.batchdata.com and click Add.claude mcp add --transport http batchdata https://mcp.batchdata.com
Then run /mcp inside Claude Code and choose batchdata to sign in.
/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/.
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.
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"}'
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.
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 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.
The server registers 21 tools.
| Area | Tool | What it does |
|---|---|---|
| Property | lookup_property | Returns 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). |
| Comps | comparable_property_count | Returns the total count of comparable properties and aggregated metrics (estimatedValue, averagePrice, averagePricePerSqft) without returning individual comparable records. |
| Comps | comparable_property_preview | Returns 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. |
| Comps | comparable_property_page | Paginated access to comparable properties with full details (page size: 10). |
| Comps | comparable_property | Deprecated. Use comparable_property_count, comparable_property_preview, or comparable_property_page instead. Returns all comparables, which can overload context windows. |
| Search | search_properties_count | Returns total count of properties matching search criteria and quicklist breakdowns. |
| Search | search_properties_preview | Returns a quick preview of the first 10 properties with essential fields, plus total count. |
| Search | search_properties_page | Paginated property search with full details (page size: 10). |
| Skip trace and contact | skip_trace_property | Returns 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 contact | reverse_skip_trace | Returns associated person information (name, addresses, phones, emails) for one or more phone numbers or email addresses. |
| Phone compliance | verify_phone | Returns full verification details of a phone number including reachability, DNC status, carrier info, TCPA litigator status, and more. |
| Phone compliance | check_dnc_status | Checks only the DNC (Do Not Call) status of a phone number. |
| Phone compliance | check_tcpa_status | Checks only the TCPA litigator status of a phone number. |
| Address | verify_address | Accepts 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. |
| Address | geocode_address | Accepts 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. |
| Address | reverse_geocode_address | Accepts geo-coordinates in the form of latitude and longitude values and returns the address at those coordinates. |
| Datasets and investor buy box | list_property_datasets | Returns all available property datasets with field counts and sample fields. |
| Datasets and investor buy box | list_property_dataset_fields | Returns the full list of field paths for a specific property dataset. |
| Datasets and investor buy box | investor_buybox_count | Returns 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 box | investor_buybox_preview | Returns 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 box | investor_buybox_page | Paginated 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.
Questions or problems: support@batchservice.com. For API reference, see developer.batchdata.com.
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