MCP serverio.github.pipeworx-io/fda-drug-competition

Probe one or more LLMs for what they know about a business / brand / product / topic and score visibility (0-100) per model. Default model is Workers AI Llama-3.3-70b (free); pass

PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO patents, ATTOM real estat

Beta version of ask_pipeworx: identical universal router (same 6,438 tools, same arguments, same response shape) with candidate routing improvements enabled live whenever one is un

Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 6,438 across 1681 sources, fills arguments, fetches the data — t

Research a Polymarket bet by pulling the relevant Pipeworx data for it in one call. Pass a market slug ("will-kristi-noem-win-the-2028-republican-presidential-nomination"), a polym

TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — "Apple revenue for fiscal 2023", "Walmart net income FY2026 Q3", "Microsoft

"Compare X and Y" / "X vs Y" / "X versus Y" / "which is bigger / better / larger / more profitable" / "rank these companies" / "head to head" — side-by-side comparison of 2–5 compa

ACCOUNT REQUIRED (free — sign in via GitHub at https://pipeworx.io/signup; depth:"thorough" needs a paid plan). If you are not signed in, use ask_pipeworx instead — it works on eve

Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adve

How exposed is one brand drug's patent protection, in a single call. Joins the three sources a generics or biotech analyst otherwise queries by hand: FDA Orange Book listed patents

"Tell me about X" / "research Acme" / "brief me on Tesla" / "what does Apple do" / "company profile for Microsoft" / "give me the rundown on NVDA" / "everything you know about $TIC

Delete a previously stored memory by key. Use when context is stale, the task is done, or you want to clear sensitive data the agent saved earlier. Pair with remember and recall.

Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key link

Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats the market. Two mod

List the caller's active subscriptions. Returns id, type, params, created_at, last_fired_at, fire_count for each. Use this to review what you're monitoring before adding more or to

Retrieve all FDA Orange Book product, patent, and exclusivity rows for one NDA or ANDA application. Patent and exclusivity dates are FDA listings, not a legal conclusion about enfo

Profile FDA Orange Book competition for an ingredient or trade name: matched applications/products, NDA versus ANDA holders, RLD/reference standards, patents, and exclusivities. Ap

When does FDA marketing exclusivity expire for a drug — the listed Orange Book exclusivity expiration dates for a brand or ingredient, with the earliest and latest across the whole

Create a combined calendar of FDA Orange Book patent and regulatory-exclusivity expirations. Returns dated events with ingredient, trade name, applicant, application, patent/use-co

Chronologically summarize FDA-approved ANDA applications matching an ingredient or trade name, deduplicated across strengths and products. Returns first approval dates, applicants,

Build an FDA Orange Book loss-of-exclusivity evidence profile for a drug. Returns reference applications, approved ANDA counts and timing, plus active and elapsed listed patent and

When do the patents on a drug expire — the listed Orange Book patent expiration dates for a brand or ingredient, in order, with the earliest and latest across the whole schedule. A

Search FDA Orange Book products by ingredient, trade name, applicant, or application number. Returns NDA/ANDA status, therapeutic-equivalence codes, RLD/reference-standard flags, s

Map FDA Orange Book reference listed drugs and reference standards to approved ANDA competition by dosage-form/route and therapeutic-equivalence code. Returns reference application

Tell the Pipeworx team something is broken, missing, or needs to exist. Use when a tool returns wrong/stale data (bug), when a tool you wish existed isn't in the catalog (feature/d

What other AI agents are calling on Pipeworx right now. Returns the top tools, top packs, and total call volume over a recent window (24h, 7d, or 30d). Useful for: (1) discovering

Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets by weekly volume; pas

Edge persistence and decay telemetry built from daily polymarket_edges snapshots. Answers "how long has this edge existed and is it shrinking?" — a fresh wide edge and a 3-week-old

Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for "what should I bet on today" — agents discover opportunities without

Realizable-vs-theoretical edge check against live CLOB order-book depth. REQUIRES one of `market` (single-market mode) or `event` (basket/partition mode). SINGLE-MARKET: pass a mar

Cross-venue spread between Kalshi and Polymarket for the same resolving question. The two venues sometimes price the same outcome 2-25pp apart because their participant pools diffe

Chronologically summarize unique FDA-licensed 351(k) BLAs associated with a reference biologic. Returns approval dates, applicants, product names, reference products, and biosimila

List FDA-licensed 351(k) biosimilar and interchangeable products for an optional reference product, applicant, or product name. Approval/licensure does not establish commercial lau

Profile FDA-licensed biologic competition around a proper, proprietary, or reference-product name. Counts unique BLAs as sponsors/applications and separates reference products, bio

List FDA Purple Book products designated 351(k) Interchangeable, optionally filtered by reference product, applicant, or product name. Interchangeability is an FDA designation; pha

Search FDA Purple Book biologic products by proper/proprietary name, applicant, reference product, or BLA. Returns licensure and product-level attributes. A licensed biosimilar is

Return the changes section of FDA’s latest monthly Purple Book report: N=newly approved, R=added in current release, U=updated. Updated or added does not necessarily mean newly lic

Find a reference biologic and its FDA-licensed 351(k) products by proper or proprietary name. Product rows and BLA counts must not be interpreted as market participants, launches,

Retrieve a value previously saved via remember, or list all saved keys (omit the key argument). Use to look up context the agent stored earlier — the user's target ticker, an addre

Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_uri (pipeworx:// when

"What's new with X" / "latest on Y" / "what happened to Z this week / month / quarter" / "updates on Acme" / "news on Tesla recently" / "what's happening with Apple" — change feed

JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in the next N hours, an

Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target addr

Extract the settlement clause of a single Polymarket or Kalshi market: who publishes the settling number (source), the clock time + timezone it is taken at, the precision of the co

Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket or Kalshi) — runs resolution_audit on both sides and compares source,

"What's the ticker for…" / "find the CIK for…" / "what's the LEI for…" / "what's the RxCUI for…" / "look up the ID for…" / "what is X's official identifier" / "who owns X" / "is X

Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces which is most/least

Composite "should I add this npm package to my project" check in ONE call — fans out across deps.dev (license + advisories + version history) and bundlephobia (gzipped/minified bun

Semantic search INSIDE a fetched record. Pass the text you already pulled (e.g. a SEC 10-K body, an article, a long tool result) plus a natural-language query; get back the top-N p

Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cannot persist subscript

What can I ask Pipeworx? / what is Pipeworx good for? / what can you do? / give me ideas / show me examples / getting started / what data do you have? — the onboarding entry point

Cancel a subscription by id. Ownership is enforced — you can only cancel your own subscriptions. The row is deactivated (not deleted) so its historical events stay available via re

"Is it true that…" / "fact check" / "verify the claim that…" / "did X really…" / "was Y actually…" / "confirm or refute" / "true or false" — natural-language claim verification aga