Pipeworx

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Live data for AI agents. One MCP connection gives your AI access to 1,100+ data sources and 4,600+ tools — SEC filings, FDA adverse events, trade flows, mortgage rates, clinical trials, government contracts, and more.

Pipeworx is not a directory. It's a metered data gateway. The data sources behind it — ATTOM, FRED, SEC EDGAR, ClinicalTrials.gov, UN Comtrade, EPA, BLS — are the same sources analysts and institutions pay thousands to access. Your AI agent gets them through one URL.

Connect

{
  "mcpServers": {
    "pipeworx": {
      "url": "https://gateway.pipeworx.io/mcp"
    }
  }
}

Works with Claude Desktop, Cursor, Windsurf, and any MCP client.

Ask anything

ask_pipeworx("What is the US trade deficit with China?")
→ $1.81 trillion deficit (2024, Census Bureau)

ask_pipeworx("What are the side effects of ozempic?")
→ 54,647 FDA adverse event reports

ask_pipeworx("Get Apple's latest 10-K filing")
→ SEC EDGAR filing data

ask_pipeworx("What's the current 30-year mortgage rate?")
→ FRED MORTGAGE30US series, live data

The gateway picks the right tool, fills the arguments, executes it, and returns the answer. No API keys, no schema matching, no setup.

What's inside

Domain	Sources	Compound tools
Housing & Real Estate	FRED, BLS, Census, HUD, ATTOM, Altos	housing_market_snapshot, housing_property_report
International Trade	UN Comtrade, Census Trade, Treasury, IMF	trade_bilateral_analysis, trade_country_profile
Finance & SEC	EDGAR, CFPB, FDIC, Finnhub, CoinGecko	fintech_company_deep_dive, fintech_bank_health_check
Pharma & Health	ClinicalTrials.gov, OpenFDA, RxNorm, WHO, CDC	pharma_drug_profile, pharma_safety_report
Government	SAM.gov, USAspending, SBIR, Federal Register, FEC	govcon_contractor_profile, govcon_opportunity_scan
Economic Data	FRED, BLS, World Bank, Eurostat, IMF	fred_get_series, bls_get_series
Environment	EPA ECHO, EPA Emissions, NOAA, Carbon Interface	echo_facility_search, tri_facility_releases
Cybersecurity	AbuseIPDB, Shodan, PhishTank, NVD	check_ip, lookup_ip
Research	Semantic Scholar, CORE, PubMed, Crossref, OpenAlex	search_papers, get_paper
Legal	CourtListener, Federal Register, OpenSanctions	search_opinions, search_documents
News	GNews, Mediastack, Hacker News, Reddit	search_news, top_headlines
Developer	npm, PyPI, Crates, Docker Hub, GitHub	npm_search, pypi_search

Compound tools

These combine multiple APIs into a single call — the kind of synthesis that normally takes an analyst 5+ individual queries:

trade_bilateral_analysis({ reporter_code: "842", partner_code: "156" })
→ US-China imports, exports, top commodities, exchange rates — one call

pharma_drug_profile({ drug_name: "ozempic" })
→ FDA approvals, adverse events, drug interactions, active clinical trials — one call

fintech_company_deep_dive({ ticker: "AAPL" })
→ SEC filings, stock quote, income statement, consumer complaints — one call

Smart features

Feature	What it does
ask_pipeworx	Ask any question in plain English — the gateway picks the right tool
discover_tools	Describe what you need, get the 20 most relevant tools
?task= scoping	Connect with only domain-relevant tools: ?task=housing+market
remember / recall	Save findings across tool calls and sessions
Session suggestions	Every response suggests what to call next
Error alternatives	If a call fails, the response tells you what to try instead
Result caching	Responses cached with freshness metadata
Cost transparency	Every response shows credits charged with breakdown

Guides

• Getting Started — connect to Claude Desktop, Cursor, or any MCP client
• Housing Analysis — mortgage rates, property valuations, market signals
• Trade Analysis — bilateral trade flows, deficits, tariff revenue
• Financial Research — SEC filings, bank health, market conditions
• Drug Research — clinical trials, adverse events, drug interactions
• Government Contracting — contract opportunities, contractor profiles, SBIR
• CLAUDE.md Template — drop-in template to give any project live data access

Rate limits

Tier	Daily limit	How
Anonymous	50 calls	No auth needed
BYO Key	200 calls	X-API-Key header
Free account	200 calls	pipeworx.io
Paid	Unlimited	pipeworx.io/account

Links

• gateway.pipeworx.io/mcp — gateway endpoint
• pipeworx.io — website
• pipeworx.io/status — uptime dashboard
• @pipeworx on npm — all packages