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Ask a question in plain English and get an answer from the best available data source. Pipeworx picks the right tool, fills the arguments, and returns the result. No need to browse tools or learn schemas — just describe what you need. Examples: "What is the US trade deficit with China?", "Look up adverse events for ozempic", "Get Apple's latest 10-K filing".

Search the Pipeworx tool catalog by describing what you need. Returns the most relevant tools with names and descriptions. Call this FIRST when you have 500+ tools available and need to find the right ones for your task.

Resolve an entity to canonical IDs across Pipeworx data sources in a single call. Supports type="company" (ticker/CIK/name → SEC EDGAR identity) and type="drug" (brand or generic name → RxCUI + ingredient + brand). Returns IDs and pipeworx:// resource URIs for stable citation. Replaces 2–3 lookup calls.

Compare 2–5 entities side by side in one call. type="company": revenue, net income, cash, long-term debt from SEC EDGAR. type="drug": adverse-event report count, FDA approval count, active trial count. Returns paired data + pipeworx:// resource URIs. Replaces 8–15 sequential agent calls.

Full profile of an entity across every relevant Pipeworx pack in one call. type="company": SEC filings (recent), latest revenue/income/cash from XBRL, USPTO patents (assignee match), recent news (GDELT), and LEI (GLEIF). Returns pipeworx:// citation URIs for everything. Replaces 10–15 sequential agent calls. For federal contracts call usa_recipient_profile directly (too slow to bundle).

What's new about an entity since a given point in time. type="company": fans out to SEC EDGAR (filings since), GDELT (news mentions in window), USPTO (patents granted since), in parallel. since accepts ISO date ("2026-04-01") or relative ("7d", "30d", "3m", "1y"). Returns structured changes + total_changes count + pipeworx:// URIs for each item. Use for "brief me on what happened with X" or change-monitoring workflows.

Send feedback to the Pipeworx team. Use for bug reports, feature requests, missing data, or praise. Describe what you tried in terms of Pipeworx tools/data — do not include the end-user's prompt verbatim. Rate-limited to 5 messages per identifier per day. Free.

Store a key-value pair in your session memory. Use this to save intermediate findings, user preferences, or context across tool calls. Authenticated users get persistent memory; anonymous sessions last 24 hours.

Retrieve a previously stored memory by key, or list all stored memories (omit key). Use this to retrieve context you saved earlier in the session or in previous sessions.

Delete a stored memory by key.

Search Nobel Prize laureates by name and/or category (e.g., "Physics", "Medicine", "Literature"). Returns biography, prizes won, and award motivation.

Get all Nobel Prizes awarded in a specific year, optionally filtered by category (e.g., "Chemistry", "Peace"). Returns laureate names, categories, and citations.