Pipeworx
Live data for AI agents. One MCP connection gives your AI access to 261 data sources and 961 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 | 500 calls | X-API-Key header |
| Free account | 2,000 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