Live data your agents run on.
7,231 live data tools behind one URL.
Frontier models: 100% correct with Pipeworx, 69% with web search
1.7M+ requests/month13K+ unique visitors/month
— tracked sources · — healthy of — probedlast 24h
Augment the systems you already have. A retrieval index, an enrichment job, a nightly report — each one was accurate when it was built, and each one drifts. Pipeworx is the live half: 1,876 primary sources behind one URL, including the SEC, the FDA, the Fed, ClinicalTrials, USPTO and EPA. Every answer carries its source and fetch time, so what your system writes down stays checkable — and grounding a question costs about a tenth of searching for it. No API keys, and your agent loads only the ~20 tools a job needs.
Watch EU tenders in the categories you bid on. Flag the drugs clearing Phase 2 in your therapeutic area. Track a competitor’s patent filings.Jobs that run on a schedule, not questions you type once.
What AI agents asked us this week
Live from the gateway. The same data drives pipeworx_trending, the tool agents can call to discover what other agents are using.
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Top packs
The 9 most-used, by how many different agents reached for them this week — not by how many calls they took, which would just show you whoever ran the biggest job. The rest of 1,876 sources rotate below ·7,231 tools across the catalog ·browse all →
Fl Medicaid Rates
Florida Medicaid rate schedules (Florida AHCA, Medicaid cost reimbursement).
Web Fetch
web-fetch — fetch ONE public URL live from its origin, verbatim.
Medicare Pricing
What does Medicare PAY — physician fee schedule, lab rates, and per-day unit limits.
Louisiana Code
Louisiana Laws — Revised Statutes, Civil Code, Code of Civil Procedure, Code of Criminal Procedure, Code of Evidence, Children's Code and the Louisiana Constitution — section by citation with its enactment and amendment history parsed out, full-text topic search across all of those code bodies, and a browse of every section in one Revised Statutes title.
Pipeworx Catalog
Pipeworx platform self-index — list, search, and get connection configs for all hosted MCP packs and the broader community MCP directory.
North Carolina Code
North Carolina General Statutes — state statutes by citation.
SEC EDGAR
SEC EDGAR: full-text filing search (10-K/10-Q/8-K and more), per-company filings, facts, concepts, and snapshots with XBRL financials by ticker or CIK, insider (Form 3/4/5) transactions, institutional (13F) and fund holdings, cross-company XBRL frames, company-by-SIC lookup, product-revenue segment data, sponsor-to-filer mapping, and raw filing document/text retrieval.
Stats Nz
New Zealand official statistics (Aotearoa Data Explorer) — search Stats NZ's 911 published datasets by keyword and pull their observations, covering the 2013/2018/2023 censuses, earnings, business demography, population projections, household expenditure and justice statistics.
Drug Prices
US drug price benchmarks — what a pharmacy PAYS and what Medicare PAYS OUT.
Wolfram Alpha
Computational, factual, and quantitative answers — math, units, science, geography, history. Free 2k/mo.
Openverse
Creative-Commons-licensed image + audio search (Wikimedia, Flickr, museums). Keyless (anonymous rate-limit).
Common Crawl
Common Crawl's public web archive — find every time a URL was crawled since 2008 and read the exact page bytes that were captured.
OCR.space
Extract text from an image or PDF via OCR — pass an image/PDF URL, get the recognized text.
NTSB Investigations
NTSB Investigations — aviation accident/incident investigations by registration (tail) number or aircraft make/model. Fleet #2791.
FRED
US economic series from the St. Louis Fed — interest rates, inflation, unemployment, GDP — with the release each figure came from.
US Case Law
US case law — search court opinions and dockets from the Supreme Court, federal circuit and district courts, and state appellate and supreme courts, plus PACER/RECAP docket archives. The case-law counterpart to the statute packs (us-code for federal statutes, the state code packs for state ones): statutes say what the rule is, these say how courts have applied it. Sourced from CourtListener (Free Law Project), keyless.
China Stocks
The Chinese A-share market's LIMIT-UP board (涨停板) for a trading day — how many stocks hit their daily price limit (+10%, or +20% for STAR/ChiNext) and the ranked list of those stocks.
Wayback
Internet Archive Wayback Machine: retrieve archived web page snapshots, list capture history, and count how many times a URL has been archived.
Ferc Form1
FERC Form 1 — annual financial and operating reports of major US investor-owned electric, gas and combination utilities: income statement (Schedule 114), comparative balance sheet (Schedule 110) and summary of utility plant (Schedule 200), by respondent (utility) and report year.
Ferc Elibrary
FERC eLibrary MCP — the Federal Energy Regulatory Commission's public docket and document search (elibrary.ferc.gov). Keyless JSON API, no bot wall.
Grants.gov
Open federal grant opportunities — every current/forecasted funding opportunity across all US agencies. No auth.
Ffiec Call Reports
FFIEC Call Reports MCP — US bank line-item detail (fleet #338).
GitHub
Search repositories, get repo details, list issues, and look up user profiles via GitHub REST API
Patents
Search US patents by keyword, retrieve patent details, and look up inventors via PatentsView
Internet Archive
Search the Internet Archive, retrieve item metadata, and check Wayback Machine snapshots
Market Recap
A one-call "what happened in markets" snapshot.
Arkansas Code
Arkansas Code of 1987 — state statutes by citation and by topic search. Fleet #2881, closing the 50-state gap (Arkansas was one of 4 states with no <state>-code pack; Mississippi, New Mexico, Tennessee remain).
GLEIF
Global Legal Entity Identifier Foundation — canonical 20-character LEI lookup and corporate hierarchy for ~2.5M financial-market entities. No auth.
Hk Elegislation
hk-elegislation — Hong Kong Ordinances, subsidiary legislation and instruments, bilingually (English and Traditional Chinese, equally authentic), from Hong Kong e-Legislation (Department of Justice), via the bulk archives catalogued on DATA.GOV.HK. Fleet #3130.
Noaa Coastwatch
NOAA CoastWatch — satellite and model ocean data via ERDDAP.
Polymarket
Polymarket prediction-market data — current Yes/No prices, volume, resolution criteria, price history. Public Gamma + CLOB APIs, no auth.
Sothebys
Sotheby's MCP — realized auction prices from sothebys.com.
Statcan
Statistics Canada (StatCan) time-series via the Web Data.
Data Ny
New York State's open-data catalogue — thousands of public datasets from state agencies, queryable by column and value.
TED (EU procurement)
Tenders Electronic Daily — EU public procurement notices, ~700k/year. Searchable by buyer country, CPV code, value.
Data Cambridge
Cambridge open data (data.cambridgema.gov, Socrata SODA API).
Kalshi
US-regulated prediction-market data — Fed rates, elections, climate, sports, science. Public APIs, no auth. Pairs with the polymarket pack for cross-market spread arb.
West Virginia Code
West Virginia Code — state statutes by citation.
Shopgoodwill
ShopGoodwill auctions — active listings, closed auctions with final sale prices, and per-item detail from shopgoodwill.com, the online auction site run by Goodwill member organizations (170+ regional sellers, everything from cameras and jewelry to art and collectibles).
Arquivo Pt
Arquivo.pt MCP — full-text search over the Portuguese web archive.
Medicare Coverage
Search current Medicare National Coverage Determinations (NCDs) by title, benefit category, or NCD number.
Fmp
Financial Modeling Prep — company profiles, quotes, financial statements, ratios, earnings/IPO calendars, insider trading, and ETF holdings via the stable API.
Tmdb
The Movie Database (TMDB) — search and retrieve movies, TV shows, cast/crew, trailers, and trending content.
Openfda
FDA drug data via openFDA: adverse-event reports and safety-signal tools (FAERS search, event counts, disproportionality/ROR-PRR summaries, reaction profiles, trends), drug and novel-drug approvals (Drugs@FDA, by-company application history), drug labeling, drug and food recalls, drug shortages and shortage changes, complete response letters, warning letters, and a postmarket risk-profile compound.
Spoonacular
Spoonacular — recipe search, nutrition analysis, meal planning, ingredient details, wine pairings, and grocery products.
Twelvedata
Twelve Data — real-time and historical OHLC, quotes, forex rates, earnings calendars, dividends, and company profiles for stocks/ETFs/crypto/indices.
Okx
OKX v5 public API — tickers, orderbooks, OHLC candles, funding rates, mark prices, and index data for crypto spot/futures/options.
Fda Drug Competition
FDA Orange Book (small-molecule NDA/ANDA products, patents, exclusivities, generic-entry and loss-of-exclusivity timelines) and Purple Book (BLA biologics, biosimilars, interchangeables, reference products) competitive intelligence, plus a cross-source drug-patent-challenge profile joining Orange Book patents with USPTO PTAB proceedings and federal ANDA/Hatch-Waxman dockets.
Httpbin
httpbin — HTTP testing service: echo requests, return specific status codes, generate UUIDs, encode/decode Base64, and sample payloads.
Replicate
Replicate API — browse, run, and manage AI model predictions and deployments across thousands of hosted ML models.
TheSportsDB
Sports catalog across 50+ leagues — teams, players, events, league tables. Free public tier (key "3"); higher tiers via supporter key.
CoinDesk Data (formerly CryptoCompare)
CoinDesk Data (formerly CryptoCompare) — multi-exchange crypto prices, OHLC history, market cap rankings, news, social stats, and coin/exchange lists.
Clash Royale
Clash Royale official API — player profiles, clan data, war logs, tournament info, card lists, and leaderboards.
Unsplash
Unsplash — search and retrieve high-resolution free stock photos, user profiles, collections, and editorial topics.
EMA Medicines
European Medicines Agency medicines register — EU drug approvals, CHMP opinions awaiting a European Commission decision, authorised indications, and withdrawals.
Clinicaltrials
Search and analyze ClinicalTrials.gov: trials by keyword/condition/drug/status/phase, one study's full design and results, counts by condition, trials by location, and recently updated trials, plus a sponsor-analytics suite (a sponsor's trials, pipeline, and activity, and head-to-head sponsor comparison), catalyst calendars, competitive-landscape summaries, enrollment-watch, results summaries, and phase-transition rates.
Steam
Steam Web API — player profiles, owned games, achievements, VAC bans, app details, and concurrent player counts.
Hackertarget
HackerTarget IP Tools — DNS and reverse-DNS lookups, passive subdomain search, IP geolocation, ASN and reverse-IP lookups, HTTP header fetches, ping, subnet arithmetic and page-link extraction. Eleven of the fourteen tools need no credential; whois, mtr and traceroute are gated by HackerTarget behind a membership and take the caller's own key as _apiKey.
Solscan (Solana)
Solana on-chain data — accounts, SPL token balances, transfers, transactions. Fills the non-EVM gap.
Bungie
Bungie.net API — Destiny 2 player profiles, characters, clans, loadouts, historical stats, and manifest definitions.
Dummyjson
DummyJSON — fake REST API returning placeholder products, users, posts, comments, recipes, and todos for testing and prototyping.
PubMed
Search biomedical literature, fetch abstracts, and retrieve article metadata via NCBI PubMed
Massive (formerly Polygon.io)
Massive (formerly Polygon.io) — US stock market data: tickers, OHLC bars, dividends, splits, news, market status, and exchange reference.
Wordnik
Wordnik — English-language dictionary API: definitions, examples, pronunciations, frequency, related words, and word-of-the-day.
Setlist Fm
setlist.fm — concert setlist database: search artists, venues, setlists, and user attendance history for live music events.
Wakatime
WakaTime — retrieve coding activity stats, daily summaries, durations, goals, project commits, and public leaderboards for developers.
Stratz
STRATZ API — Dota 2 hero stats, match history, player profiles, live matches, and tournament data via GraphQL. Requires your own STRATZ API token (_apiKey), free at stratz.com/api.
NHTSA Vehicles
Decode VINs, list vehicle makes/models, and look up safety data via the NHTSA vehicle information catalog
Roblox
Roblox API — user profiles, friends, badges, games, groups, and presence data from the Roblox gaming platform.
Guild Wars 2
Guild Wars 2 API — items, achievements, professions, WvW matches, and trading-post prices for the GW2 MMO.
Riot Games
Riot Games API — League of Legends player accounts, match history, ranked entries, champion mastery, and rotations.
Bitfinex
Bitfinex v2 public API — tickers, orderbooks, trades, OHLC candles, derivatives status, and liquidations for crypto markets.
Wikimedia Rest
Wikimedia REST API — fetch Wikipedia page summaries, HTML, metadata, media, revisions, on-this-day events, and daily featured content.
Data Govt Nz
data.govt.nz CKAN — search and browse New Zealand government open datasets, organizations, groups, and resources.
Fda Devices
FDA medical-device regulatory intelligence from keyless openFDA datasets.
Cms Open Payments
CMS Open Payments, with annual dataset discovery through the official DKAN API.
Taiwan Stocks
Taiwan equities MCP. Keyless.
Congress
US congressional bills, members, and votes via GovTrack — no API key required
Housing Intel
Housing Intel — meta-pack chaining FRED, BLS, ATTOM, HUD, and Zillow for mortgage rates, property reports, affordability checks, and metro rental screening.
RIPE Stat
IP / ASN / BGP intel — whois, geolocation, abuse contacts, AS neighbours. No auth.
MLB Stats API
Official MLB statistics — schedule, scores, rosters, player stats, standings, box scores, live game feed. No auth.
Hugging Face Hub
Largest open ML hub — search and inspect models, datasets, Spaces. Public reads keyless.
mempool.space
Bitcoin block explorer + mempool / fee stats. Mainnet, testnet, signet, Liquid sidechain. Keyless.
Europe PMC
Europe PubMed Central — biomedical literature search, abstracts, references, citations. Keyless.
Lichess
Lichess public API — players, ratings, top lists, cloud eval, tablebase, opening explorer. Keyless.
Studio Ghibli
Fan-built API of Studio Ghibli films, people, locations, species, vehicles. Keyless.
Comicvine
Comic Vine — comic book database: search characters, issues, volumes, creators, and publishers.
Watchmode
Watchmode — streaming availability API: find where movies and TV shows are available to watch across streaming platforms.
Gemini Crypto
Live crypto prices, order books and recent trades from the Gemini exchange. No account needed.
Clinicaltables
NIH Clinical Tables Search Service — autocomplete lookups for medical terms, diagnoses, drugs, and clinical data from NIH.
Wmata
WMATA — real-time Washington DC Metro rail predictions, incidents, bus arrivals, and route information.
Brawl Stars
Brawl Stars official API — player profiles, club data, brawler details, event rotation, and country rankings.
Coinbase Exchange
Coinbase Exchange public API — trading pairs, orderbooks, tickers, recent trades, OHLC candles, and 24h stats for crypto markets.
Datos Cl
datos.gob.cl CKAN — search and browse Chile's government open datasets, organizations, groups, and resources.
Ticketmaster
Ticketmaster Discovery v2 — search live events, venues, and attractions worldwide with ticket availability and classification data.
Postmark
Postmark — send transactional emails, query delivery stats, inspect outbound history, manage bounces, and review server configuration.
Us Iso Grid
Real-time US electricity grid data (CAISO/ERCOT/NYISO): fuel mix, demand, renewables, CO2 intensity, and locational marginal prices.
USPTO PTAB
Patent Trial and Appeal Board litigation: search IPR/PGR/appeal proceedings, decisions, and filings by patent, party, or type. Free USPTO Open Data Portal key.
Washington Code
Washington state law: Revised Code of Washington (RCW) statutes by citation, and Washington Administrative Code (WAC) agency rules by citation, full-text topic search, structure, year-end archives back to 2019, and WSR rule-making history.
Vc Finder
vc-finder — VC / angel investor graph (Bruce ask 2026-09-29; built private-first, PUBLIC since fleet #2663). Plan: docs/vc-graph-plan.md. Architecture, DDL, extraction and entity-resolution design: docs/vc-graph-architecture.md, sql/vc-finder-schema.sql, sql/vc-finder-queries.sql.
Hyperliquid
Hyperliquid MCP — read-only market data from Hyperliquid's public info API.
Quotes
Citation-grade quote API with provenance and attribution checking. Curated public-domain corpus (Shakespeare, Twain, Wilde) plus full-text search across plays and novels — every quote returns work, year, speaker, and location (act/scene/chapter).
Defillama
DefiLlama DeFi analytics — TVL by protocol and chain, fee/revenue data, stablecoin market caps, and yield pool APYs (free, no auth).
Pharma Intel
Pharma Intel — meta-pack chaining ClinicalTrials.gov, OpenFDA, and RxNorm for drug profiles, pipeline scans, safety reports, and catalyst calendars.
Nasa
NASA Open APIs — Astronomy Picture of the Day, near-Earth asteroid close approaches, and Mars rover photos. Free DEMO_KEY or BYOK.
How it works
A real example: agent connects to Pipeworx, asks for Apple's full profile, gets SEC filings + fundamentals + patents + news + LEI back in one round trip — across five packs, in parallel, with citation URIs.
Add Pipeworx to your MCP client
Drop one JSON block into claude_desktop_config.json, Cursor settings, or any MCP-aware client. No API keys, no SDK install.
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}Your agent makes one call instead of fifteen
User asks for a company brief. The agent calls one Pipeworx meta-tool —entity_profile — which fans out across SEC EDGAR, SEC XBRL, USPTO, GDELT, and GLEIF in parallel inside the gateway. No orchestration code, no sequential round-trips burning context.
User: Give me a brief on Apple.↓Agent calls: entity_profile({ type: "company", value: "AAPL" })
Pipeworx returns five sources of structured data with citations
One JSON-RPC call returns SEC filings, fundamentals (Revenue / NetIncome / Cash from XBRL), USPTO patents, recent news, and the LEI — each item carrying apipeworx:// URI for stable citation. Partial failures (e.g., a rate-limited upstream) surface in sources_failed rather than breaking the whole call.
{
"ticker": "AAPL",
"cik": "0000320193",
"company_name": "Apple Inc.",
"lei": "HWUPKR0MPOU8FGXBT394",
"recent_filings": [
{ "form": "10-Q", "date": "2026-05-01",
"_pipeworx_uri": "pipeworx://edgar/company/0000320193/filings/..." },
{ "form": "8-K", "date": "2026-04-30", "_pipeworx_uri": "pipeworx://edgar/..." }
],
"fundamentals": {
"Revenues": { "value": 416161000000, "unit": "USD", "period": "2025-09-27" },
"NetIncomeLoss": { "value": 112010000000, "unit": "USD", "period": "2025-09-27" },
"CashAndCashEquivalentsAtCarryingValue":
{ "value": 29943000000, "unit": "USD", "period": "2024-09-28" }
},
"recent_news": [...],
"sources_used": ["edgar", "sec-xbrl", "gleif", "gdelt"],
"sources_failed": []
}Common questions
What is Pipeworx?
Pipeworx is an open MCP gateway that connects AI agents to live data from 1876 sources — SEC EDGAR, FDA, FRED, the Census Bureau, USPTO, EPA, UN Comtrade, ClinicalTrials.gov, and many more. One gateway URL exposes 7,231 tools, and your agent loads only the ones it needs for the task at hand.
How do I connect my AI agent to Pipeworx?
Add a single MCP server entry pointing at https://gateway.pipeworx.io/mcp. The gateway speaks the full Model Context Protocol — Tools, Resources, and Prompts — so it works with Claude Desktop, Claude Code, Cursor, VS Code, ChatGPT, Windsurf, and any other MCP-compatible client without an SDK install.
What is MCP (Model Context Protocol)?
MCP is an open protocol for connecting AI agents to external tools and data. It standardizes how an agent discovers, calls, and cites data sources. The spec defines three primitives — Tools (function calls), Resources (citable URIs), and Prompts (workflows). Pipeworx ships all three, plus seven gateway-native meta-tools that collapse multiple round-trips into one.
Do I need to manage API keys for each data source?
No. The Pipeworx gateway handles authentication for public sources (FRED, SEC EDGAR, FDA, Census, BLS, EPA, ClinicalTrials, USPTO, and many more) without any keys at all. For premium sources like ATTOM, Altos, or Alpha Vantage you can bring your own key, or use metered Pipeworx access on a paid plan.
How is Pipeworx different from Composio, Smithery, or Zapier MCP?
Composio, Pipedream, and Zapier MCP target human-triggered workflows and SaaS automations. Smithery, mcp.so, and Glama are directories that index third-party MCP servers. Pipeworx is a single live MCP gateway running 1876 data sources behind one protocol, designed for autonomous-agent traffic and on-demand tool loading rather than human-in-the-loop tasks.
Why does on-demand tool loading matter for AI agents?
Loading every available tool definition into model context burns tokens on definitions the agent never uses — what we call the context tax. Pipeworx returns only the ~20 most relevant tools per task via discover_tools, ?task= scoping on the gateway URL, or vertical bundles. Compound _intel tools further collapse 5–15 round-trips into one. Result: less context burned, faster responses, more stable transcripts.
Is Pipeworx free to use?
Yes for most usage. The free tier allows 50 calls per day anonymously or 200 calls per day with a free GitHub-linked account. Paid plans add unlimited usage with metered billing, budget controls, and access to premium verticals (Housing Intel, FinTech, PharmaPulse, GovCon Radar, AgriPulse, TradeGuard, Environment). All public-source data is included on every tier.
Get started
Use the SDK in any TypeScript/Node project, or connect any MCP client — Claude Desktop, Cursor, Windsurf, or your own app.
import { Pipeworx } from '@pipeworx/sdk';
const px = new Pipeworx();
const result = await px.ask("What is the US trade deficit with China?");{ "mcpServers": { "pipeworx": { "url": "https://gateway.pipeworx.io/mcp" } } }