Investor Database API: Filter 10,469 VC, Angel, and PE Firms as JSON in 2026

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Investor Database API: Filter 10,469 VC, Angel, and PE Firms as JSON in 2026

投资者数据库 API：2026 年以 JSON 格式筛选 10,469 家风投、天使及私募股权机构

Every founder I know has burned a week building an investor list: digging through Crunchbase profiles tab by tab, copying partner names into a spreadsheet that is stale before the seed round closes. The data you want is simple, firms plus focus plus contacts, and it is weirdly hard to get in bulk. The shortcut I use now is the Startup Investors Data Scraper on Apify, a queryable investor database of 10,469 firms that returns filtered JSON in one call. Disclosure: the Apify links in this post are affiliate links. If you run the Actor, I may earn a referral commission at no extra cost to you. 我认识的每一位创始人都曾耗费一周时间来整理投资者名单：在 Crunchbase 上逐个标签页地翻找资料，将合伙人姓名复制到电子表格中，结果还没等种子轮融资结束，这些数据就已经过时了。你想要的数据很简单：机构名称、投资重点和联系方式，但奇怪的是，批量获取这些信息非常困难。我现在使用的捷径是 Apify 上的“初创公司投资者数据抓取工具”（Startup Investors Data Scraper），这是一个包含 10,469 家机构的可查询投资者数据库，只需一次调用即可返回筛选后的 JSON 数据。披露：本文中的 Apify 链接为联盟营销链接。如果你运行该 Actor，我可能会获得推荐佣金，而你无需支付额外费用。

Is there a public API for investor data? Not really. The big commercial databases keep their APIs behind sales calls and paid plans sized for funds, not founders. Free sources are scattered lists and shared spreadsheets with no filters and no freshness guarantees. This Actor takes a different shape: a curated database of 10,469 investment firms (as of December 2025) that you query like an API, filtering by firm type, sector, stage, and country, and paying only for the records you pull. 市面上有公开的投资者数据 API 吗？几乎没有。大型商业数据库将 API 隐藏在销售电话和为基金（而非创始人）量身定制的昂贵套餐之后。免费来源通常是零散的列表和共享的电子表格，既没有筛选功能，也无法保证数据时效性。这个 Actor 采用了不同的模式：一个包含 10,469 家投资机构（截至 2025 年 12 月）的精选数据库，你可以像使用 API 一样对其进行查询，按机构类型、行业、阶段和国家进行筛选，并且只需为你提取的记录付费。

What the investor database API returns

投资者数据库 API 返回的内容

The investor database API returns one JSON record per firm: name, type, description, location, website, social links, assets under management, stages, and sector focus, with partner contacts when you ask for them. 该投资者数据库 API 为每家机构返回一条 JSON 记录，包含：名称、类型、描述、地点、网站、社交链接、管理资产规模（AUM）、投资阶段和行业重点；如果你有要求，还会包含合伙人联系方式。

FieldExampleNotes
字段示例备注
firm_nameAcme VenturesWith firm_description alongside
firm_nameAcme Ventures附带 firm_description
firm_type_nameVenture Capital InvestorOne of 17 firm types
firm_type_name风险投资机构17 种机构类型之一
firm_countryGermanyPlus firm_city and firm_state
firm_country德国另含 firm_city 和 firm_state
firm_websitehttps://acme.vcAlso firm_linkedin_url, crunchbase_url, twitter_url
firm_websitehttps://acme.vc另含 firm_linkedin_url, crunchbase_url, twitter_url
firm_aum$250MAssets under management when known
firm_aum2.5 亿美元已知情况下的管理资产规模
investor_contacts[{ “job_title”: “Partner”, … }]Names, titles, LinkedIn URLs, emails when available, and check sizes, with Include_Contacts on
investor_contacts[{ “job_title”: “合伙人”, … }]开启 Include_Contacts 后，包含姓名、职位、LinkedIn 链接、可用邮箱及投资额度

Who this is for

适用人群

Founders building a raise pipeline, sales teams selling into VC and PE back offices, and analysts mapping which firms fund a sector. If your CRM needs 200 seed funds with warm-ish contact info by Friday, this is the fast path. 正在构建融资渠道的创始人、向风投和私募后台销售产品的销售团队，以及分析哪些机构投资特定行业的分析师。如果你的 CRM 系统需要在周五前录入 200 家带有初步联系信息的种子轮基金，这就是最快的途径。

The manual way, and where it breaks

手动方式及其弊端

The DIY loop is familiar: search “fintech VCs Europe”, open thirty tabs, copy names and websites, then hunt each partner on LinkedIn. It produces a list, eventually. The problems compound fast. Coverage is whatever the listicles mention, contacts go stale, there is no consistent schema to filter on, and re-running the exercise next quarter means starting over. Scraping the commercial databases directly gets your account banned and still leaves you without emails. DIY 的循环大家都很熟悉：搜索“欧洲金融科技风投”，打开三十个标签页，复制名称和网站，然后在 LinkedIn 上搜寻每位合伙人。最终确实能得到一份名单，但问题很快就会堆积起来：覆盖范围仅限于列表文章中提到的内容，联系方式会过时，没有统一的筛选架构，而且下个季度重新做一遍意味着一切从头开始。直接抓取商业数据库会导致账号被封，而且依然拿不到邮箱地址。

The faster way: run the Startup Investors Data Scraper

更快的方法：运行“初创公司投资者数据抓取工具”

Apify Console Open the Startup Investors Data Scraper and click Try for free. Pick your filters: Firm_Types, Investment_Stages, Focus_Areas, Countries, and switch on Include_Contacts if you want people, not just firms. Run it and export JSON, CSV, or Excel. 打开“初创公司投资者数据抓取工具”并点击“免费试用”。选择你的筛选条件：机构类型、投资阶段、重点领域、国家；如果你需要联系人而非仅仅是机构信息，请开启 Include_Contacts。运行后即可导出 JSON、CSV 或 Excel 文件。

REST

curl -X POST "https://api.apify.com/v2/acts/johnvc~startup-investors-data-scraper/runs?token=YOUR_APIFY_TOKEN" \
 -H "Content-Type: application/json" \
 -d '{
  "Firm_Types": ["Venture Capital Investor"],
  "Investment_Stages": ["Seed"],
  "Countries": ["United States"],
  "Include_Contacts": true,
  "Max_Results": 50
}'

The run and dataset endpoints are documented in the Apify API docs. 运行和数据集端点已在 Apify API 文档中记录。

Query the investor database in Python 使用 Python 查询投资者数据库

from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")

run = client.actor("johnvc/startup-investors-data-scraper").call(
    run_input={
        "Investment_Stages": ["Pre-Seed"],
        "Focus_Areas": ["Artificial Intelligence"],
        "Include_Contacts": True,
        "Max_Results": 25,
    }
)

for firm in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(firm["firm_name"], firm["firm_country"], firm["firm_website"])

Twenty-five pre-seed AI investors, with contacts, in about a minute. 大约一分钟内，获取 25 家种子前（Pre-Seed）阶段的 AI 投资者及其联系方式。

Let your AI agent build the list via MCP

让你的 AI 智能体通过 MCP 构建名单

Through Apify’s MCP server, Claude, Claude Code, and Cursor can query the database as a tool: ask for “family offices in Singapore that do Series A” and get structured rows back mid-conversation, ready to rank against your thesis. You can read more about Claude at claude.ai. 通过 Apify 的 MCP 服务器，Claude、Claude Code 和 Cursor 可以将该数据库作为工具进行查询：询问“新加坡进行 A 轮投资的家族办公室”，即可在对话中直接获得结构化的数据行，随时可以根据你的投资逻辑进行排序。你可以访问 claude.ai 了解更多关于 Claude 的信息。

FAQ about scraping investor data

关于抓取投资者数据的常见问题解答

Is this investor database scraper free to use? Running it costs money per result pulled, which is the honest trade for maintained data. New Apify accounts include free platform credit, so a first shortlist usually costs nothing out of pocket, and Max_Results caps any run before it starts. 这个投资者数据库抓取工具是免费的吗？ 运行它需要按提取的结果数量付费，这是获取维护良好的数据所必须付出的代价。新的 Apify 账户包含免费平台额度，因此首次筛选通常无需自掏腰包，且 Max_Results 参数可以在运行前限制抓取数量。

Is there a Crunchbase alternative scraper for investor lists? This is the use case where the Actor fits that description. Each record includes a crunchbase_url plus the firm and contact fields you would otherwise assemble by hand, and you query it with filters instead of a subscription. 有用于投资者名单的 Crunchbase 替代抓取工具吗？ 这个 Actor 正是为此类需求设计的。每条记录都包含 crunchbase_url 以及你原本需要手动整理的机构和联系人字段，你可以通过筛选条件进行查询，而无需订阅昂贵的服务。

Can my AI agent use this investor scraper over MCP? Yes. Add the Actor through Apify’s MCP server and it becomes a callable tool in Claude, Claude Code, or Cursor, which turns “find me investors” from a research project into a prompt. 我的 AI 智能体可以通过 MCP 使用这个抓取工具吗？ 可以。通过 Apify 的 MCP 服务器添加该 Actor，它就会成为 Claude、Claude Code 或 Cursor 中可调用的工具，将“帮我寻找投资者”从一项研究任务变成一个简单的提示词。

Can I schedule the scraper to keep my pipeline fresh? Yes. Save a filtered query as a task and attach a monthly Apify schedule, and you get a recurring export to diff against your CRM. Set it up from the Startup Investors Data Scraper page. 我可以定时运行抓取工具以保持我的融资渠道更新吗？ 可以。将筛选后的查询保存为任务，并设置每月一次的 Apify 定时任务，你就能获得定期导出的数据，并与你的 CRM 系统进行比对。请在“初创公司投资者数据抓取工具”页面进行设置。

Can the scraper filter by city, like VCs in New York? No, and it is worth being straight about this: the location filter works… 抓取工具可以按城市筛选吗，比如“纽约的风投”？ 不可以，这一点需要坦诚说明：地点筛选功能目前仅支持……

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