Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Description from the maker (original English)
Sanctions screening, company checks, EU tenders and law, SEC filings, insider trades
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
APIFY_TOKENValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Works in Claude on the web, desktop and mobile:
https://api.boscolabs.dev/mcp/freeOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"bosco-labs-data": {
"command": "uvx",
"args": [
"bosco-labs-data-mcp"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http bosco-labs-data https://api.boscolabs.dev/mcp/freeclaude mcp add bosco-labs-data --env APIFY_TOKEN=your-value -- uvx bosco-labs-data-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"bosco-labs-data": {
"url": "https://api.boscolabs.dev/mcp/free"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"bosco-labs-data": {
"command": "uvx",
"args": [
"bosco-labs-data-mcp"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"bosco-labs-data": {
"type": "http",
"url": "https://api.boscolabs.dev/mcp/free"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"bosco-labs-data": {
"type": "stdio",
"command": "uvx",
"args": [
"bosco-labs-data-mcp"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://api.boscolabs.dev/mcp/freeMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
plan_official_records_queryFree, 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, tick
describe_official_records_toolFree, 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.
lei_lookupFree, 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,
sec_company_lookupFree, 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
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026
The registry name was verified with the GitHub account Bosco-Labs, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 664 ms (HTTP 200)
No sign-in needed
Read 4 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: APIFY_TOKEN
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.2.3) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
These two tools call the open official APIs directly: no Apify token, no key, no cost.
| Tool | Data (source) | Example question |
|---|---|---|
lei_lookup | LEI, 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_lookup | CIK, 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?" |
claude mcp add bosco-labs-data -- uvx bosco-labs-data-mcp # no token needed for these
Each result has a next_step field naming the paid tool below that gives the full picture (filings, insider trades or financials).
| Tool | Data (source) | Price per row | Example question |
|---|---|---|---|
eu_annual_report_financials | Audited 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_accounts | Accounts 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_trades | Form 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_filings | Any 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_trades | STOCK Act trades of House members since 2014 (Clerk of the House) | $0.0018 | "What stocks did Nancy Pelosi trade this year?" |
eu_public_tenders | EU/EEA public tenders and contract awards (TED) | $0.002 | "Find open IT-services tenders in Germany and the Netherlands from this week." |
dod_contract_awards | DoD (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.
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).
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_config.json (Settings -> Developer -> Edit Config):
{
"mcpServers": { "bosco-labs-data": { "command": "uvx", "args": ["bosco-labs-data-mcp"], "env": { "APIFY_TOKEN": "apify_api_..." } } } }
~/.cursor/mcp.json (or .cursor/mcp.json in a project): the same mcpServers block as above.
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.
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.
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.