Bosco Labs data

io.github.Bosco-Labs由 GitHub 账号 Bosco-Labs 发布v0.2.3更新于 Nov 7, 2026

Sanctions screening, company checks, EU tenders and law, SEC filings, insider trades

已验证Streamable HTTP可网页运行网页搜索与抓取金融商业与电商

概览

AI 生成的概览

为助手提供官方来源的公司与财务数据:免费的 LEI 与 SEC 公司查询,以及付费的 SEC 文件、内部人交易、欧盟招标与公司账目。

可以做什么
  • 识别法律实体与美国上市公司:LEI、法定名称、状态、辖区、CIK、股票代码、交易所与 SIC 行业
  • 规划付费数据查询:把自然语言问题转成带输入、理由与最高价格的类型化调用,并说明任一工具的输入结构、示例与每行价格
  • 获取付费记录:SEC 文件与内部人交易、美国众议员股票交易、欧盟公共招标、五角大楼与联邦合同授予、欧盟/英国上市公司财务数据及英国、丹麦、挪威公司账目
  • 返回精简的 JSON 行,每行附来源链接
适用场景
当助手需要可核验的公司身份信息,或官方文件、内部人交易、招标、合同授予、欧洲公司账目数据,并希望得到规模小、有定价、带来源链接的结果而非大范围网页抓取时适用。
运行要求
可作为远程端点运行,也可通过 uvx 作为本地 Python 包运行(需安装 uv)。两个免费工具无需账号或密钥。付费工具需在 APIFY_TOKEN 中提供 Apify API 令牌;远程端点需在 Authorization 请求头中提供预付费的 Bosco Labs API 密钥。需能访问 GLEIF、SEC 与 Apify。
安装前请注意
付费工具按返回行数计入你自己的 Apify 账户费用,远程端点消耗预付费额度,使用即产生费用;运行前请确认每行价格与 max_results。APIFY_TOKEN 与 Authorization 密钥属机密,勿放入共享配置。查询为只读,但数据来自第三方来源(GLEIF、SEC、TED、USAspending、各国登记机构),应通过每行的来源链接注明出处。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Bosco Labs data,将其添加到工作区。
  2. 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.Bosco-Labs%2Fbosco-labs-data/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。

{
  "mcpServers": {
    "bosco-labs-data": {
      "type": "http",
      "url": "https://api.boscolabs.dev/mcp/free"
    }
  }
}

README

Bosco Labs data: MCP server

One MCP server that gives AI agents official-source data: free company lookups (LEI, SEC), plus SEC insider trades and filings, US House members' stock trades, Pentagon contract awards, EU public tenders and the financials of European companies. The paid tools each run one of the Bosco Labs Apify Actors with your own Apify token. Every tool returns a short JSON list with a source link on every row.

Free tools (no token)

These two tools call the open official APIs directly: no Apify token, no key, no cost.

ToolData (source)Example question
lei_lookupLEI, legal name, status, jurisdiction, registration number and ultimate parent of any legal entity (GLEIF, CC0 open data)"What is Heineken N.V.'s LEI and is it active?"
sec_company_lookupCIK, official name, tickers, exchanges, SIC industry and state of incorporation of SEC-registered companies (SEC EDGAR)"What is Alphabet's CIK and on which exchange does it trade?"
bash
claude mcp add bosco-labs-data -- uvx bosco-labs-data-mcp   # no token needed for these# ask: "Look up the LEI of ASML" -> lei_lookup {"query": "ASML"}

Each result has a next_steps list: the paid call that gives the full picture (filings, insider trades or financials), with its tool and arguments on the remote MCP server (https://api.boscolabs.dev/mcp) and the HTTP API, and stdio_tool / stdio_arguments for this package.

Paid tools

ToolData (source)Price per rowExample question
eu_annual_report_financialsAudited financials of EU/UK listed companies (ESEF reports, filings.xbrl.org)$0.05 + $0.01 per call"Compare ASML's and Heineken's latest revenue and operating margin."
european_company_accountsAccounts of UK, Danish and Norwegian companies, incl. private (Companies House, Erhvervsstyrelsen, Brønnøysund)$0.04"What were the revenue and equity of Danish company CVR 24256790 in recent years?"
sec_insider_tradesForm 4 insider purchases and sales since 2006, cluster buys and sells (SEC EDGAR)$0.0018"Have NVIDIA insiders bought or sold shares in the last month?"
sec_filingsAny EDGAR filing since 1994: 8-K items, 10-K, 10-Q, earnings release times (SEC EDGAR)$0.001"When did Apple last release earnings, and was it after the close?"
us_house_stock_tradesSTOCK Act trades of House members since 2014 (Clerk of the House)$0.0018"What stocks did Nancy Pelosi trade this year?"
eu_public_tendersEU/EEA public tenders and contract awards (TED)$0.002"Find open IT-services tenders in Germany and the Netherlands from this week."
dod_contract_awardsDoD (or any federal agency) contract awards since FY2008, with winner tickers (USAspending.gov)$0.005"Which Pentagon contracts did Kratos win this year?"

Every tool has a max_results parameter with a small default (3 to 25 rows) and a hard maximum, so one call costs cents. dod_contract_awards can take a minute or more.

Two other Bosco Labs Actors are not tools here because they work on your own Apify datasets or Google credentials: Dedup & Merge Datasets and Google Sheets Export. Use them on Apify directly.

Pricing

The free tools cost nothing. For the paid tools you pay Apify per row returned, with your own token, at the prices above (the free Apify plan includes monthly credit). The server itself is free; it only calls Apify (paid tools), GLEIF and the SEC (free tools).

Install

  1. For the paid tools, get an Apify API token: https://console.apify.com/settings/integrations (skip this for the free tools only).
  2. Install uv.
  3. Add the server to your client (below). Once the package is on PyPI the command is uvx bosco-labs-data-mcp. Until then, run it from this folder: uvx --from /path/to/bosco-labs-data/mcp bosco-labs-data-mcp.

Claude Desktop

claude_desktop_config.json (Settings -> Developer -> Edit Config):

json
{  "mcpServers": {    "bosco-labs-data": {      "command": "uvx",      "args": ["bosco-labs-data-mcp"],      "env": { "APIFY_TOKEN": "apify_api_..." }    }  }}

Cursor

~/.cursor/mcp.json (or .cursor/mcp.json in a project): the same mcpServers block as above.

Claude Code

bash
claude mcp add bosco-labs-data -e APIFY_TOKEN=apify_api_... -- uvx bosco-labs-data-mcp

Without a token, leave out the env block (or -e APIFY_TOKEN=...): the free tools work and the paid tools reply that a token is needed.

Alternative: Apify's hosted MCP server

Without installing anything, you can use the same Actors through Apify's own MCP server (OAuth or your token; each Actor becomes a tool with its full input):

https://mcp.apify.com?tools=Bosco_labs/esef-annual-reports,Bosco_labs/company-accounts,Bosco_labs/sec-insider-trades,Bosco_labs/sec-filings-feed,Bosco_labs/us-house-trades,Bosco_labs/eu-tenders,Bosco_labs/dod-contract-awards

This server is the lighter option: typed parameters, small defaults and compact results.

Development

bash
uv run --with pytest pytest -q    # from this folder; Apify, GLEIF and SEC are mocked, plus a stdio smoke test

Source and releases: https://github.com/Bosco-Labs/bosco-labs-data (folder mcp/). Releases are published to PyPI and the official MCP Registry by the publish-mcp.yml GitHub Actions workflow; see PUBLISHING.md.

来源:mcp/README.md,提交 159f11f

工具

4

plan_official_records_query

Plan an official-records query

Free, no key needed. Turns a question in plain words into the exact typed Bosco Labs calls that answer it: tool, input, why, and the maximum price of each step, plus what is not covered. Pass the user's question verbatim AND the entities you extracted from it (company_names, tickers, identifiers, countries, dates, law references...): the planner trusts your entities over its own parsing and puts them in the right input fields. The plan echoes them in entities_used and lists in `missing` what to pass for a better plan. Deterministic (rules and examples, no LLM): the same question and entities on the same day give the same plan_id. Run it with run_official_records_plan (paid, max_usd) or call the listed tools directly. Low confidence returns the top 3 candidate tools instead.

输入参数lawdate_topackagetickersentitieskeywordsproductsquestion必填addressescountriesdate_fromamount_min另有 3 个

describe_official_records_tool

Describe an official-records tool

Free, no key needed. One Bosco Labs tool's input schema, example input, example rows, output fields, price per row, caps and sources. Takes the tool name (eu_tenders or eu-tenders); an unknown name returns the closest names.

输入参数name必填

lei_lookup

LEI lookup (GLEIF, free)

Free, no API token needed. Legal Entity Identifier (LEI) lookup in the official GLEIF register: about 2.9 million companies, funds and other legal entities worldwide (source: GLEIF API, CC0 open data). Use it to identify a company: its exact legal name, LEI, whether it is active, its jurisdiction and country, its local registration number and its ultimate parent company. Pass an LEI (exact record) or a company name (best matches first; check `legal_name`). Returns one row per entity: lei, legal_name, entity_status (ACTIVE/INACTIVE), registration_status (ISSUED, LAPSED, ...), jurisdiction, legal_address_country, legal_address_city, headquarters_country, registered_as (local registry number), ultimate_parent (lei, legal_name; when reported), source_url (the GLEIF record; cite it) and next_steps (the paid Bosco Labs call for this company's financials: tool and arguments on the remote MCP server and HTTP API, stdio_tool in this package).

输入参数query必填max_results

sec_company_lookup

SEC company lookup: ticker to CIK (free)

Free, no API token needed. Identify a US-listed (SEC-registered) company: CIK, official name, ticker(s), exchange(s), industry (SIC code) and state of incorporation (source: SEC EDGAR company tickers file and submissions API). Use it to turn a ticker or name into the CIK that SEC tools take, or to check which exchange a stock trades on. Pass a ticker, a CIK or part of the name (best matches first, then by company size; check `name`). A name search covers companies with a listed ticker (about 10,000); a CIK also finds filers without one. Returns one row per company: cik, name, tickers, exchanges, sic, sic_description, state_of_incorporation, fiscal_year_end (MMDD), source_url (the EDGAR company page; cite it) and next_steps (the paid Bosco Labs calls for its filings and insider trades).

输入参数query必填max_results

版本历史

1
  1. v0.2.3最新Nov 7, 2026

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