{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_c4jfkmd6avse","handle":"overture-places","url":"https://wellknown.network/agents/overture-places","links":{"self":"https://wellknown.network/agents/overture-places/record.json","html":"https://wellknown.network/agents/overture-places","markdown":"https://wellknown.network/agents/overture-places/record.md","api":"https://wellknown.network/api/v1/agents/overture-places","status":"https://wellknown.network/api/v1/agents/overture-places/status","claim":"https://wellknown.network/agents/overture-places/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/overture-places/claim.json","badge":"https://wellknown.network/agents/overture-places/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/overture-places/history","tools":"https://wellknown.network/api/v1/agents/overture-places/tools"},"ard":{"identifier":"urn:air:gateway.pipeworx.io:server:overture-places","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Overture Places","summary":"Overture Maps places — business and point-of-interest locations (name, category, confidence…","description":"Overture Maps places — business and point-of-interest locations (name, category, confidence…","publisher":{"name":"pipeworx-io","url":null},"homepage":"https://pipeworx.io/packs/overture-places","repository":"https://github.com/pipeworx-io/mcp-overture-places","version":"0.2.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://gateway.pipeworx.io/overture-places/mcp","type":"mcp_streamable_http","auth":null,"probeable":true},{"url":"npm:@pipeworx/mcp-overture-places","type":"package_npm","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-29T05:37:15.138391Z","publishedAt":"2026-10-29T05:37:15.138391Z","registryName":"io.github.pipeworx-io/overture-places"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"data.weather","name":"Weather","confidence":1,"provenance":"derived"},{"slug":"geo.maps","name":"Maps & Places","confidence":1,"provenance":"derived"},{"slug":"data.web-scraping","name":"Web Scraping","confidence":0.992,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":0.992,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.962,"provenance":"derived"},{"slug":"data.news","name":"News & Feeds","confidence":0.933,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.583,"provenance":"derived"},{"slug":"research.web","name":"Deep Web Research","confidence":0.583,"provenance":"derived"}],"categories":["data","dev","geo","knowledge","research"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 35h ago.","lastOkAt":"2026-11-01T07:27:47.322Z","lastProbedAt":"2026-11-01T07:27:47.322Z","statusComputedAt":"2026-11-01T07:31:12.070Z","reliability30d":{"probes":14,"successRate":1,"p50Ms":349,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":14,"ok":14,"authBoundaryOk":0,"serviceOk":14,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-11-01T07:27:47.322Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":67,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,163 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,163 across 1861 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left "},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is"},{"name":"resolution_diff","description":"Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution"},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"prediction_calibration","description":"REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, no"},{"name":"updown_venue_compare","description":"The same 15-minute crypto \"up or down\" window priced on polymarket.com, Polymarket US and Kalshi, side by side, with whether each pair is actually the same cont"},{"name":"updown_divergence_rate","description":"How often two venues settled the SAME 15-minute crypto window differently, over every settled window on record. Compares polymarket.com (Chainlink TWAP) with Ka"},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":47,"toolsHash":"f485330af2798147388efcfd5a5a9be713b6b368189b779a4bc99a88d052330a","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-30T18:27:03.677Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":82,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,157 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,157 across 1860 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left "},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is"},{"name":"resolution_diff","description":"Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution"},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"prediction_calibration","description":"REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, no"},{"name":"updown_venue_compare","description":"The same 15-minute crypto \"up or down\" window priced on polymarket.com, Polymarket US and Kalshi, side by side, with whether each pair is actually the same cont"},{"name":"updown_divergence_rate","description":"How often two venues settled the SAME 15-minute crypto window differently, over every settled window on record. Compares polymarket.com (Chainlink TWAP) with Ka"},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":47,"toolsHash":"d6267f10565ba076aed5f69b50478bcec0397aece0d6b4bc5f933b51e1af47b1","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-29T04:25:21.501Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":67,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,133 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,133 across 1853 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left "},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is"},{"name":"resolution_diff","description":"Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution"},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"prediction_calibration","description":"REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, no"},{"name":"updown_venue_compare","description":"The same 15-minute crypto \"up or down\" window priced on polymarket.com, Polymarket US and Kalshi, side by side, with whether each pair is actually the same cont"},{"name":"updown_divergence_rate","description":"How often two venues settled the SAME 15-minute crypto window differently, over every settled window on record. Compares polymarket.com (Chainlink TWAP) with Ka"},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":47,"toolsHash":"aace4fdbebadd1aa535d83a71c5f38186c9abec7899f1263f5fdb1a051c1c95d","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-27T15:22:18.260Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":87,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,146 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,146 across 1879 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left "},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is"},{"name":"resolution_diff","description":"Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution"},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"prediction_calibration","description":"REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, no"},{"name":"updown_venue_compare","description":"The same 15-minute crypto \"up or down\" window priced on polymarket.com, Polymarket US and Kalshi, side by side, with whether each pair is actually the same cont"},{"name":"updown_divergence_rate","description":"How often two venues settled the SAME 15-minute crypto window differently, over every settled window on record. Compares polymarket.com (Chainlink TWAP) with Ka"},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":47,"toolsHash":"b37b8c0ad286835c2c8114611dc9bfd0687d3ae63e5501e04354487c326f94b3","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-26T02:24:06.672Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":3014,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,130 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,130 across 1876 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left "},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is"},{"name":"resolution_diff","description":"Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution"},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"prediction_calibration","description":"REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, no"},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":45,"toolsHash":"05b89eb3184f2c7f646028c62a056ce3b7d3bc13af57fefb530974e210b6264a","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-24T13:28:20.260Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":76,"error":null,"detail":{"serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T01:28:42.008Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":35,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,096 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,096 across 1868 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left "},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is"},{"name":"resolution_diff","description":"Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution"},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"prediction_calibration","description":"REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, no"},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":45,"toolsHash":"879c51dc20c0b62cf2c4e50c15e57a632a4d88c480a765f30d1c9fc88da815d2","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T09:32:47.335Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1094,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,023 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,023 across 1850 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth. REQUIRES one of `market` (single-market mode) or `event` (basket/partition mode). SINGL"},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"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"},{"name":"resolution_diff","description":"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 "},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":44,"toolsHash":"ae9c10125a9d36af71c1c3e66c32abf85cd178ab759d04052f942a5268588443","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-19T18:31:16.786Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":65,"error":null,"detail":{"serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-18T05:25:41.452Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":40,"error":null,"detail":{"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 6,946 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 6,946 across 1829 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth. REQUIRES one of `market` (single-market mode) or `event` (basket/partition mode). SINGL"},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"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"},{"name":"resolution_diff","description":"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 "},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"toolCount":44,"toolsHash":"a1b5b05486f45f73764333b6d3e2e90e3d8f666eeaacd52c3c870ac77fa4e53f","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"ask_pipeworx","description":"PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO paten"},{"name":"ask_pipeworx_beta","description":"Beta version of ask_pipeworx: identical universal router (same 7,163 tools, same arguments, same response shape) with candidate routing improvements enabled liv"},{"name":"ask_pipeworx_grounded","description":"Hallucination-resistant answer mode for high-stakes reads. Same routing as ask_pipeworx — picks the right tool from 7,163 across 1861 sources, fills arguments, "},{"name":"search_within","description":"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; "},{"name":"deep_research","description":"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 inste"},{"name":"discover_tools","description":"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, pro"},{"name":"resolve_entity","description":"\"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\" / \""},{"name":"compare_entities","description":"\"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 com"},{"name":"subscribe","description":"Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cann"},{"name":"unsubscribe","description":"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 s"},{"name":"list_subscriptions","description":"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 befo"},{"name":"recent_alerts","description":"Pull fired events from your subscription feed. Returns the most recent alerts the evaluator has written to your persisted feed — each carries source, citation_u"},{"name":"entity_profile","description":"\"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"},{"name":"recent_changes","description":"\"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 A"},{"name":"validate_claim","description":"\"Is it true that…\" / \"fact check\" / \"verify the claim that…\" / \"did X really…\" / \"was Y actually…\" / \"confirm or refute\" / \"true or false\" — natural-language cl"},{"name":"company_facts","description":"TYPED, DETERMINISTIC financial facts for a US public company for an EXPLICITLY NAMED reporting period — \"Apple revenue for fiscal 2023\", \"Walmart net income FY2"},{"name":"company_register_search","description":"Search the NATIONAL BUSINESS REGISTERS by company name and get the register's own id back — a Companies House number, a Norwegian organisasjonsnummer, a Finnish"},{"name":"scan_dependency","description":"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 ("},{"name":"bet_research","description":"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-n"},{"name":"polymarket_arbitrage","description":"Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets b"},{"name":"polymarket_edges","description":"Scan top Polymarket markets and return opportunities where Pipeworx data disagrees with market price. Built for \"what should I bet on today\" — agents discover o"},{"name":"polymarket_kalshi_spread","description":"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 par"},{"name":"polymarket_fill_risk","description":"Realizable-vs-theoretical edge check against live CLOB order-book depth — AND Polymarket's own taker fee, which is never zero and is folded in rather than left "},{"name":"polymarket_edge_tracker","description":"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 e"},{"name":"kalshi_weather_edge","description":"Prices Kalshi daily high-temperature markets against the NWS forecast for the market's OWN settlement station, and measures whether that forecast actually beats"},{"name":"resolution_audit","description":"Extract the settlement clause of a single Polymarket (.com or .us) or Kalshi market: who publishes the settling number (source), the clock time + timezone it is"},{"name":"resolution_diff","description":"Field-by-field diff of TWO markets' settlement clauses (one from each of `a` and `b`; either can be Polymarket .com, Polymarket US, or Kalshi) — runs resolution"},{"name":"release_calendar_markets","description":"JOIN of the official release calendar (econ data, the FOMC, FDA decisions, SEC rules) against LIVE Polymarket/Kalshi markets — which scheduled releases land in "},{"name":"prediction_calibration","description":"REALIZED win rate by shown price and minutes elapsed for short-horizon crypto up/down markets, net of taker fee — read from our own settled-outcomes archive, no"},{"name":"updown_venue_compare","description":"The same 15-minute crypto \"up or down\" window priced on polymarket.com, Polymarket US and Kalshi, side by side, with whether each pair is actually the same cont"},{"name":"updown_divergence_rate","description":"How often two venues settled the SAME 15-minute crypto window differently, over every settled window on record. Compares polymarket.com (Chainlink TWAP) with Ka"},{"name":"archive_evidence","description":"What did a web page say on a given date? Finds the archived capture of a URL nearest that date across the Internet Archive Wayback Machine, Common Crawl and Arq"},{"name":"archive_compare","description":"What changed on a web page between two dates? Resolves the archived capture nearest each date (Internet Archive Wayback Machine, Common Crawl, Arquivo.pt), extr"},{"name":"research_row","description":"Claygent-style per-row research: answer ONE question about ONE company and return a JSON object matching your output_schema, with every field wrapped in its own"},{"name":"classify_row","description":"Cheap categorization: given a company and a list of candidate labels, decide which labels apply — the most common GTM/AI usage shape (tagging a list by industry"},{"name":"pipeworx_trending","description":"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 f"},{"name":"suggest_questions","description":"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 onb"},{"name":"generate_llms_txt","description":"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/"},{"name":"ai_visibility_check","description":"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"},{"name":"scan_competitor_ai_presence","description":"Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces "},{"name":"pipeworx_feedback","description":"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 th"},{"name":"remember","description":"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 t"},{"name":"recall","description":"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 tar"},{"name":"forget","description":"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 re"},{"name":"places_search","description":"Find businesses and points of interest by name and/or category near a point, inside a bbox, or within a city, in the United States and the United Kingdom (Overt"},{"name":"places_by_domain","description":"List every physical location whose website is on a company domain — the store / office / branch footprint of a business — in the United States and the United Ki"},{"name":"places_in_area","description":"Count and list the businesses and points of interest inside an area — a bbox, a radius around a point, or a whole city — in the United States and the United Kin"}],"package":null,"toolSurface":{"id":"ts_taz3362enwyz","endpointId":"ep_z7a5suen36pt","hash":"f485330af2798147388efcfd5a5a9be713b6b368189b779a4bc99a88d052330a","toolCount":47,"serverName":"pipeworx-gateway","serverVersion":"0.1.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-11-01T07:27:47.331Z","lastSeenAt":"2026-11-01T07:27:47.331Z","observations":1,"toolNames":["ask_pipeworx","ask_pipeworx_beta","ask_pipeworx_grounded","search_within","deep_research","discover_tools","resolve_entity","compare_entities","subscribe","unsubscribe","list_subscriptions","recent_alerts","entity_profile","recent_changes","validate_claim","company_facts","company_register_search","scan_dependency","bet_research","polymarket_arbitrage","polymarket_edges","polymarket_kalshi_spread","polymarket_fill_risk","polymarket_edge_tracker","kalshi_weather_edge","resolution_audit","resolution_diff","release_calendar_markets","prediction_calibration","updown_venue_compare","updown_divergence_rate","archive_evidence","archive_compare","research_row","classify_row","pipeworx_trending","suggest_questions","generate_llms_txt","ai_visibility_check","scan_competitor_ai_presence","pipeworx_feedback","remember","recall","forget","places_search","places_by_domain","places_in_area"],"distinctSurfaces":10},"endpointFacts":[{"id":"ep_z7a5suen36pt","url":"https://gateway.pipeworx.io/overture-places/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-11-01T07:27:47.362Z","auth":{"observedAt":"2026-11-01T07:27:47.384Z","authRequired":false,"scheme":null,"resourceMetadata":{"url":"https://gateway.pipeworx.io/.well-known/oauth-protected-resource/overture-places/mcp","resource":"https://gateway.pipeworx.io/overture-places/mcp","authorizationServers":["https://gateway.pipeworx.io"],"scopesSupported":["pipeworx:read"]},"authorizationServer":{"url":"https://gateway.pipeworx.io/.well-known/oauth-authorization-server","issuer":"https://gateway.pipeworx.io","grantTypesSupported":["authorization_code","refresh_token"],"codeChallengeMethodsSupported":["S256"],"tokenEndpointAuthMethodsSupported":["none","client_secret_post","client_secret_basic"],"dynamicClientRegistration":true,"dpopSigningAlgValuesSupported":[],"clientIdMetadataDocumentSupported":true},"conformance":{"dpop":false,"rfc8414":true,"rfc9728":true,"pkceS256":true,"clientIdMetadataDocument":true,"dynamicClientRegistration":true}},"tls":{"observedAt":"2026-11-01T07:27:47.401Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"pipeworx.io","issuer":{"commonName":"WE1","organization":"Google Trust Services"},"validFrom":"2026-09-19T01:57:25.000Z","validTo":"2026-12-18T02:57:05.000Z","daysToExpiry":45,"sanCount":3,"fingerprint256":"F8:33:DA:2D:BF:C0:5B:07:A6:43:56:70:94:C1:0B:D3:F3:B3:28:1A:2C:54:20:9B:B7:7E:5C:68:A5:FF:66:D4"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.pipeworx-io/overture-places","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.pipeworx-io%2Foverture-places","firstSeenAt":"2026-10-11T00:20:40.877Z","fetchedAt":"2026-10-30T16:20:38.633Z","normalizedAt":"2026-10-30T16:20:38.633Z"}]},"firstSeenAt":"2026-10-11T00:20:40.877Z","updatedAt":"2026-11-01T07:32:49.624Z"}