{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mkhb57r6r98h","handle":"jungle-scout","url":"https://wellknown.network/agents/jungle-scout","links":{"self":"https://wellknown.network/agents/jungle-scout/record.json","html":"https://wellknown.network/agents/jungle-scout","markdown":"https://wellknown.network/agents/jungle-scout/record.md","api":"https://wellknown.network/api/v1/agents/jungle-scout","status":"https://wellknown.network/api/v1/agents/jungle-scout/status","claim":"https://wellknown.network/agents/jungle-scout/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jungle-scout/claim.json","badge":"https://wellknown.network/agents/jungle-scout/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jungle-scout/history","tools":"https://wellknown.network/api/v1/agents/jungle-scout/tools"},"ard":{"identifier":"urn:air:gateway.pipeworx.io:server:jungle-scout","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Jungle Scout","summary":"Jungle Scout MCP — Amazon sales estimates + product database + keyword data","description":"Jungle Scout MCP — Amazon sales estimates + product database + keyword data","publisher":{"name":"pipeworx-io","url":null},"homepage":"https://pipeworx.io/packs/jungle-scout","repository":"https://github.com/pipeworx-io/mcp-jungle-scout","version":"0.1.2","license":"MIT","protocols":["mcp"],"tags":["mcp","mcp-server","model-context-protocol","pipeworx","jungle-scout"],"pricing":null,"endpoints":[{"url":"https://gateway.pipeworx.io/jungle-scout/mcp","type":"mcp_streamable_http","auth":null,"probeable":true},{"url":"npm:@pipeworx/mcp-jungle-scout","type":"package_npm","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-09-26T19:23:33.760473Z","npmKeywords":["mcp","mcp-server","model-context-protocol","pipeworx","jungle-scout"],"publishedAt":"2026-09-26T19:23:33.760473Z","registryName":"io.github.pipeworx-io/jungle-scout"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","license":"npm","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[],"categories":[],"language":"fr"},"observed":{"status":"live","statusReason":"Responded 17h ago.","lastOkAt":"2026-10-09T22:26:26.062Z","lastProbedAt":"2026-10-09T22:26:26.062Z","statusComputedAt":"2026-10-09T22:28:48.932Z","reliability30d":{"probes":23,"successRate":1,"p50Ms":63,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":23,"ok":23,"authBoundaryOk":0,"serviceOk":23,"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":"2026-10-09T22:26:26.062Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":41,"error":null,"detail":{"serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T12:24:56.369Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":102,"error":null,"detail":{"serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T02:24:26.358Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":38,"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 6,476 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. 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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. 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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":"pipeworx_trending","description":"What other AI agents are calling on Pipeworx right now. 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Pass `keyword` OR `asin`."}],"toolCount":39,"toolsHash":"271d18cf211b12fb6f9d575b5027ec2ade6e4fb38d608e13164f4b583506dd7a","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-05T17:25:06.117Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":55,"error":null,"detail":{"serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-04T07:28:59.796Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":51,"error":null,"detail":{"serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-02T22:24:00.747Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":50,"error":null,"detail":{"serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-01T12:28:05.690Z","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 6,453 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 6,453 across 1682 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. 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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":"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":"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":"junglescout_sales_estimate","description":"How many units does an Amazon ASIN sell — returns Jungle Scout estimated units sold, revenue, and price for a product ASIN. Example: junglescout_sales_estimate("},{"name":"junglescout_product_database","description":"Search Amazon products by keyword or category — returns matching ASINs with title, brand, price, rank, estimated units sold, reviews, and rating from the Jungle"},{"name":"junglescout_keyword_data","description":"Amazon keyword search volume — returns monthly search volume and keyword metrics for a keyword, or the top keywords an ASIN ranks for. Pass `keyword` OR `asin`."}],"toolCount":39,"toolsHash":"14b3313a13fb67f6519bcf364d4b237b93908a80c80f88660017318ca0467b8b","serverName":"pipeworx-gateway","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-09-30T02:22:31.788Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":38,"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 6,432 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 6,432 across 1680 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. 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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":"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. 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