{"dataset":{"id":"bee8f4f6-6122-4167-98b7-033865e2712d","slug":"agent-use-cases","name":"Agent use cases","description":"Reviewed playbooks for what an AI agent can do with servers in the Koskamo MCP directory: the outcome, a reusable prompt, the servers it needs, and a quote from the vendor page it is drawn from.","visibility":"public","version":974,"documentCount":973,"createdAt":"2026-10-18T15:34:49.000Z","updatedAt":"2026-10-18T16:58:47.000Z","publisher":"Koskamo","managedBy":"use-cases"},"total":973,"documents":[{"id":"22cf327a-68e3-4985-a17c-2106b0322cd4","title":"Agent use case: Publish build status to iOS widgets","sourceUrl":"https://api.00widget.com/","version":1,"createdAt":"2026-10-18T15:34:49.000Z","updatedAt":"2026-10-18T15:34:49.000Z","text":"Developers see real-time CI/CD build status, queue depth, or job progress directly on their iPhone home screen widgets and Lock Screen Live Activities without opening an app.\n\nThe agent identifies a project component that needs visibility (e.g., a build job). It selects an appropriate template (summary, progress, or timeline) from the 00Widget documentation. It then constructs a POST request to /v1/cards/upsert with a stable ID and the relevant state data. If the event is time-bound, it may use the Live Activity endpoints instead. The agent ensures no secrets are included and respects rate limits.\n\n- Category: Software development\n- Effect: Changes data in your accounts\n- MCP servers: 00Widget MCP (https://koskamo.com/explore/00widget-mcp)\n- Source: 00Widget — Widgets for all your agents (https://api.00widget.com/)\n- Source quote: \"Integrate this project with 00Widget so its state shows up on iOS widgets and Live Activities.\"\n- Playbook page: https://koskamo.com/explore/use-cases/publish-build-status-to-ios-widgets\n\nPrompt:\nIntegrate this project with 00Widget so its state shows up on iOS widgets and Live Activities. Read the integration contract: https://api.00widget.com/llms.md. Identify surfaces like build state or queue depth. Pick a template (summary, progress, list, action, chart, history, breakdown, briefing, or timeline). Add a publish path that POSTs to /v1/cards/upsert with a stable id. Use Live Activities for time-bounded events. Ensure no secrets or PII are in card fields.","externalId":"publish-build-status-to-ios-widgets"},{"id":"0b67c43c-7c44-42df-b881-4932acbfa7f9","title":"Agent use case: Connect external services to AI agents","sourceUrl":"https://0bridge.dev/docs","version":1,"createdAt":"2026-10-18T15:34:50.000Z","updatedAt":"2026-10-18T15:34:50.000Z","text":"Agents gain access to integrated services like Linear or Slack, enabling them to perform tasks across connected platforms using a unified MCP endpoint.\n\nThe agent uses the 0bridge CLI to authenticate the user and connect specific third-party services. It executes commands such as '0b connect linear' or '0b connect slack' with optional labels to distinguish multiple accounts. Before acting, the agent should verify the user has the necessary permissions for the target service and confirm the desired service is listed in the available connectors.\n\n- Category: Productivity and planning\n- Effect: Changes data in your accounts\n- MCP servers: 0bridge MCP (https://koskamo.com/explore/0bridge-mcp); Linear (https://koskamo.com/explore/linear)\n- Source: Getting started · 0bridge docs (https://0bridge.dev/docs)\n- Source quote: \"Connect a service # 0b connect linear 0b connect slack --label acme Or on the dashboard under Connections.\"\n- Playbook page: https://koskamo.com/explore/use-cases/connect-external-services-to-ai-agents\n\nPrompt:\nConnect my Linear account to 0bridge so I can manage tickets. Also connect Slack with the label 'acme' for my team workspace.","externalId":"connect-external-services-to-ai-agents"},{"id":"ecc907c8-136b-4df1-9db1-296219abe2c1","title":"Agent use case: Estimate Taiwan Import Duties and Taxes","sourceUrl":"https://0523.tw/mcp/public","version":1,"createdAt":"2026-10-18T15:34:51.000Z","updatedAt":"2026-10-18T15:34:51.000Z","text":"Users receive a detailed breakdown of estimated import costs including customs duties, commodity taxes, and VAT for goods entering Taiwan, helping them calculate total landed cost before purchasing.\n\nThe agent uses the lucky_import_tax_estimate tool to calculate import taxes. It requires the foreign currency code, foreign price, and a product description. The tool accounts for de-minimis rules, exchange rates, and specific tax types like tobacco or alcohol taxes. The agent should verify the product description is accurate to ensure correct classification and tax application.\n\n- Category: Commerce\n- Effect: Read-only\n- MCP servers: 0523 Public MCP (https://koskamo.com/explore/0523-public-mcp)\n- Source: 0523_public MCP — 好運器公開 AI 服務（免金鑰）｜運費・稅金・稅則 API for AI (https://0523.tw/mcp/public)\n- Source quote: \"lucky_import_tax_estimate 台灣進口稅金試算 關稅＋貨物稅＋菸酒稅＋營業稅 5%＋推廣費，含 NT$2,000 小額免稅與半年 6 次限制判斷（菸酒不免稅）、海關旬別匯率、ECFA。\"\n- Playbook page: https://koskamo.com/explore/use-cases/estimate-taiwan-import-duties-and-taxes\n\nPrompt:\nCalculate the estimated import tax for a thermos cup priced at 1500 CNY. Use the lucky_import_tax_estimate tool with currency_code 'CNY', price_foreign 1500, and product_description '保溫杯'.","externalId":"estimate-taiwan-import-duties-and-taxes"},{"id":"47598a7e-1a05-4bb4-a040-95e88e961cff","title":"Agent use case: Calculate Consolidation Shipping Fees","sourceUrl":"https://0523.tw/mcp/public","version":1,"createdAt":"2026-10-18T15:34:51.000Z","updatedAt":"2026-10-18T15:34:51.000Z","text":"Users get an immediate quote for shipping packages from China to Taiwan via sea or air freight, including weight-based pricing and any surcharges for small packages.\n\nThe agent uses the lucky_freight_quote tool to estimate shipping costs. It accepts weight, dimensions (length, width, height), or method (lcl). The tool calculates volumetric weight and applies specific rules, such as surcharges for packages under 10kg. The agent should ensure dimensions are in cm and weight in kg for accurate calculation.\n\n- Category: Commerce\n- Effect: Read-only\n- MCP servers: 0523 Public MCP (https://koskamo.com/explore/0523-public-mcp)\n- Source: 0523_public MCP — 好運器公開 AI 服務（免金鑰）｜運費・稅金・稅則 API for AI (https://0523.tw/mcp/public)\n- Source quote: \"lucky_freight_quote 集運運費試算 中國→台灣海快/空運運費試算，另可查海雜櫃起價。不帶參數回費率表；海快按單位計價，單位數＝max(實重,材積÷10000) 無條件進位、實重<10kg 加收 NT$100；空運只計實重、實重<10kg 加收 NT$120；海雜櫃（method=lcl）只回起價並請洽客服報價，不提供確定金額。\"\n- Playbook page: https://koskamo.com/explore/use-cases/calculate-consolidation-shipping-fees\n\nPrompt:\nEstimate the sea freight cost for a package weighing 12.5kg using the lucky_freight_quote tool with arguments {\"weight\": 12.5}.","externalId":"calculate-consolidation-shipping-fees"},{"id":"c045c67d-e8d9-47d4-90bb-4abbc0a122a0","title":"Agent use case: Retrieve cryptocurrency market data via MCP","sourceUrl":"https://mcp.0xarchive.io/","version":1,"createdAt":"2026-10-18T15:34:52.000Z","updatedAt":"2026-10-18T15:34:52.000Z","text":"The agent accesses real-time and historical market data for cryptocurrencies through typed tools, enabling accurate analysis without manual API endpoint guessing or key management.\n\nThe agent connects to the 0xArchive MCP server using OAuth authentication, ensuring no API keys are exposed. It utilizes the server's typed tools to fetch specific market data requests, such as order book reconstruction or price summaries, leveraging the pre-configured 'mcp:market.read' scope for secure access.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 0xArchive MCP (https://koskamo.com/explore/0xarchive-mcp)\n- Source: MCP server - 0xArchive (https://mcp.0xarchive.io/)\n- Source quote: \"it can pull 0xArchive market data through typed tools instead of guessing endpoints.\"\n- Playbook page: https://koskamo.com/explore/use-cases/retrieve-cryptocurrency-market-data-via-mcp\n\nPrompt:\nConnect to the 0xArchive MCP server and retrieve the latest BTC market summary using the available typed tools.","externalId":"retrieve-cryptocurrency-market-data-via-mcp"},{"id":"9b13112e-006f-45aa-90f3-4e2ffed87863","title":"Agent use case: Evaluate and plan options trade execution","sourceUrl":"https://0dteconfluence.com/learn/confluence-pro-mcp.html","version":1,"createdAt":"2026-10-18T15:34:52.000Z","updatedAt":"2026-10-18T15:34:53.000Z","text":"A validated, broker-specific execution checklist with entry premiums, strike selection, and bracket plans for manual confirmation.\n\nThe agent retrieves the latest market alert using get_latest_alert or list_alert_history. It verifies the alert is tradeable by calling check_alert_tradeable, ensuring the score is sufficient and the Pro window is open. Based on the user's preferred broker (e.g., Robinhood, Webull, IBKR), the agent calls the corresponding planning tool (e.g., plan_robinhood_entry) to generate an advisory checklist. Finally, it calls format_bracket_plan to determine scale-in ratios and stop-loss levels. The user must manually confirm the trade in their broker app or client.\n\n- Category: Finance and payments\n- Effect: Changes data in your accounts\n- MCP servers: 0DTE Confluence MCP (https://koskamo.com/explore/0dte-confluence-mcp)\n- Source: Confluence Pro MCP | 0DTE Confluence (https://0dteconfluence.com/learn/confluence-pro-mcp.html)\n- Source quote: \"check_alert_tradeable rejects missing/non-object alerts... plan_robinhood_entry / plan_webull_entry then return the advisory checklist\"\n- Playbook page: https://koskamo.com/explore/use-cases/evaluate-and-plan-options-trade-execution\n\nPrompt:\nRetrieve the latest Confluence alert. Check if it is tradeable. If yes, generate a Robinhood entry plan and a bracket plan for execution.","externalId":"evaluate-and-plan-options-trade-execution"},{"id":"a337f7ad-b68b-4b59-b50e-42da28029f8b","title":"Agent use case: Identify suspicious trades in sports markets","sourceUrl":"https://0xinsider.com/mcp","version":1,"createdAt":"2026-10-18T15:34:53.000Z","updatedAt":"2026-10-18T15:34:53.000Z","text":"A list of flagged suspicious trades based on specific criteria like large fills, new wallets, or long-shot prices, helping users detect potential market manipulation or insider activity.\n\nThe agent queries the suspicious trades endpoint to find trades that meet the flagging criteria (e.g., score of 60 or more). It filters results by specific markets or timeframes if requested. The user should review the trade details and the signals that triggered the flag to understand the context. No orders are placed, and no account changes are made.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 0xinsider MCP (https://koskamo.com/explore/0xinsider-mcp)\n- Source: 0xinsider MCP Server (https://0xinsider.com/mcp)\n- Source quote: \"\"Any suspicious trades on tonight's Lakers game?\" get_market_flow → get_suspicious_trades\"\n- Playbook page: https://koskamo.com/explore/use-cases/identify-suspicious-trades-in-sports-markets\n\nPrompt:\nAre there any suspicious trades on tonight's Lakers game? Check for large fills or new wallet activity.","externalId":"identify-suspicious-trades-in-sports-markets"},{"id":"c715f1b2-1d3f-4424-b3a3-ea5eed32d48c","title":"Agent use case: List local experiences on 1001locals","sourceUrl":"https://1001locals.com/for-ai.html","version":1,"createdAt":"2026-10-18T15:34:54.000Z","updatedAt":"2026-10-18T15:34:54.000Z","text":"A new local operator and their experience are created in the 1001locals catalog with a structured price and search index, ready for public visibility after a quick moderation review.\n\nThe agent first calls get_submission_schema to understand the required fields and validation rules for a new listing. It then collects necessary details from the user, such as the experience title, city, operator name, email, price, and description. Finally, the agent invokes submit_experience (via MCP) or POST /api/listings (via REST) to create the operator and experience in a single call. The agent should verify that the email domain is valid and that all required fields are present before submission, noting that the listing will initially be in 'in_review' status.\n\n- Category: Commerce\n- Effect: Changes data in your accounts\n- MCP servers: 1001locals MCP (https://koskamo.com/explore/1001locals-mcp)\n- Source: List on 1001locals via AI or API — MCP & REST for operators and assistants (https://1001locals.com/for-ai.html)\n- Source quote: \"An AI assistant — or any integrator — can add a local operator and one of their experiences, with its price, in a single call .\"\n- Playbook page: https://koskamo.com/explore/use-cases/list-local-experiences-on-1001locals\n\nPrompt:\nPlease list the following experience on 1001locals: Title: 'Trastevere Food & Wine Evening Walk', City: 'Rome', Category: 'Food tour', Operator Name: 'Gusto Roma Tours', Email: 'info@gustoroma.com', Price: 69 EUR, Description: '3-hour small-group walk: 6 tastings, 2 wines, local host.', Languages: ['en', 'it'].","externalId":"list-local-experiences-on-1001locals"},{"id":"ebd4763e-703e-483b-a433-2a2bc329121f","title":"Agent use case: Screen and rank candidates using AI Recruiter","sourceUrl":"https://100hires.com/mcp","version":1,"createdAt":"2026-10-18T15:34:55.000Z","updatedAt":"2026-10-18T15:34:55.000Z","text":"Candidates are automatically scored, ranked, and notes are taken, allowing recruiters to quickly identify top talent without manual review of every application.\n\nThe agent uses the AI Recruiter capabilities to analyze candidates in the pipeline. It asks questions about specific candidates or the entire pipeline, triggering the AI to take notes, score resumes, and rank applicants based on job requirements. Before acting, the user should verify the job role and desired criteria to ensure accurate scoring.\n\n- Category: Customer support\n- Effect: Changes data in your accounts\n- MCP servers: 100Hires ATS MCP (https://koskamo.com/explore/100hires-ats-mcp)\n- Source: 100Hires ATS MCP Server — Connect Claude, ChatGPT and Cursor (https://100hires.com/mcp)\n- Source quote: \"AI Recruiter that answers anything about any candidate Ask any question about your pipeline. AI takes notes, scores candidates, and ranks them automatically.\"\n- Playbook page: https://koskamo.com/explore/use-cases/screen-and-rank-candidates-using-ai-recruiter\n\nPrompt:\nUse the AI Recruiter to score and rank candidates for the Senior Product Designer role. Ask any questions about the pipeline to get insights on who is the best fit.","externalId":"screen-and-rank-candidates-using-ai-recruiter"},{"id":"69a48038-0240-4606-8e0c-97eba6637a49","title":"Agent use case: Analyze Polymarket sports market edge and context","sourceUrl":"https://0xinsider.com/llms.txt","version":1,"createdAt":"2026-10-18T15:34:56.000Z","updatedAt":"2026-10-18T15:34:56.000Z","text":"The user receives a comprehensive analysis of specific sports or esports markets on Polymarket, including live board data, wallet grades, large trade signals, and daily picks, enabling informed betting or research decisions based on aggregated market flow and significance scores.\n\nThe agent identifies the relevant sports or esports markets (e.g., soccer 1X2, EuroLeague) using the list_games or get_game tools. It then retrieves market context via the context.md endpoint and analyzes market flow using the edge_hunter tool to identify significant trades and wallet activity. The agent checks for wallet grades and suspicious trade flags to assess risk and attention. Finally, it synthesizes this data into a report highlighting key insights, such as large positions, daily picks, and market sentiment, ensuring the user understands that the data reflects attention and flow, not guaranteed outcomes.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 0xinsider MCP (https://koskamo.com/explore/0xinsider-mcp)\n- Source: 0xinsider MCP documentation (https://0xinsider.com/llms.txt)\n- Source quote: \"0xinsider builds Polymarket analytics & infrastructure for sports and esports markets. The tools read public Polymarket activity on sports and esports markets: live boards with both sides of every game, wallet grades on settled P&L, large trades, positions, daily picks on a public record, market…\"\n- Playbook page: https://koskamo.com/explore/use-cases/analyze-polymarket-sports-market-edge-and-context\n\nPrompt:\nAnalyze the current state of the EuroLeague basketball markets on Polymarket. Retrieve the market context and use the edge_hunter tool to identify any significant large trades or wallet activity. Check the wallet grades for the top traders involved and look for any suspicious trade flags. Summarize the market flow, highlighting any notable positions or daily picks, and explain the significance scores associated with the observed activity.","externalId":"analyze-polymarket-sports-market-edge-and-context"},{"id":"6d80a7d1-658e-4fe4-b264-ce72e0cac407","title":"Agent use case: Monitor Polymarket whale trades and alerts","sourceUrl":"https://0xinsider.com/llms.txt","version":1,"createdAt":"2026-10-18T15:34:56.000Z","updatedAt":"2026-10-18T15:34:56.000Z","text":"The user gets real-time or near-real-time notifications and data dumps of large whale trades and wallet funding activities on Polymarket, allowing them to track significant market movements and potential insider-like behavior without manual monitoring.\n\nThe agent connects to the 0xinsider MCP server to access the live feed of whale trades. It utilizes the POST /api/v1/datasets/whale-trades endpoint or relevant MCP tools to fetch recent large trades. The agent filters these trades based on significance scores and wallet grades to identify high-impact events. It then formats the output into a clear alert or dashboard view, showing the trader's address, the market involved, the trade size, and any associated suspicious trade flags, ensuring the user is aware of significant market shifts.\n\n- Category: Operations and infrastructure\n- Effect: Read-only\n- MCP servers: 0xinsider MCP (https://koskamo.com/explore/0xinsider-mcp)\n- Source: 0xinsider MCP documentation (https://0xinsider.com/llms.txt)\n- Source quote: \"Whale datasets: POST /api/v1/datasets/whale-trades.\"\n- Playbook page: https://koskamo.com/explore/use-cases/monitor-polymarket-whale-trades-and-alerts\n\nPrompt:\nFetch the latest whale trades from the Polymarket sports markets using the 0xinsider MCP server. Filter for trades with a significance score above 0.8 and check if any are flagged as suspicious. Provide a summary of these high-impact trades, including the wallet address, the specific market, the trade direction, and the current wallet grade of the trader.","externalId":"monitor-polymarket-whale-trades-and-alerts"},{"id":"b2b5ef4b-6277-46f3-9441-5df48638683e","title":"Agent use case: Query candidate pipeline data via AI","sourceUrl":"https://100hires.com/blog","version":1,"createdAt":"2026-10-18T15:34:56.000Z","updatedAt":"2026-10-18T15:34:56.000Z","text":"The user receives immediate, natural language answers about specific candidates or pipeline metrics without manually navigating the ATS interface.\n\nThe agent connects to the 100Hires MCP server to access the AI Recruiter feature. It formulates a query based on the user's request regarding candidate status, scores, or pipeline position. The agent retrieves the relevant data from the ATS and presents a concise summary to the user, ensuring privacy and accuracy by relying on the native AI integration.\n\n- Category: Customer support\n- Effect: Read-only\n- MCP servers: 100Hires ATS MCP (https://koskamo.com/explore/100hires-ats-mcp)\n- Source: Blog: Recruiting Tips & HR Insights | 100Hires (https://100hires.com/blog)\n- Source quote: \"AI Recruiter that answers anything about any candidate Ask any question about your pipeline.\"\n- Playbook page: https://koskamo.com/explore/use-cases/query-candidate-pipeline-data-via-ai\n\nPrompt:\nAsk the AI Recruiter about the current status and score of candidates in the 'Senior Developer' pipeline.","externalId":"query-candidate-pipeline-data-via-ai"},{"id":"0bd3825c-55e0-4765-bafb-0f1a3d612b1a","title":"Agent use case: Check contractor insurance compliance","sourceUrl":"https://1099policy.com/docs/mcp","version":1,"createdAt":"2026-10-18T15:34:58.000Z","updatedAt":"2026-10-18T15:34:58.000Z","text":"The user gets a clear report on which contractors have active coverage, which do not, and why any certificates were flagged, ensuring compliance before work begins.\n\nThe agent queries the 1099Policy server to identify contractors with active or inactive coverage. It checks specific contractor statuses against job requirements and investigates reasons for flagged certificates. The user should verify the contractor names and job IDs before asking the agent to retrieve this sensitive compliance data.\n\n- Category: Operations and infrastructure\n- Effect: Read-only\n- MCP servers: 1099Policy MCP (https://koskamo.com/explore/1099policy-mcp)\n- Source: MCP Server | 1099Policy (https://1099policy.com/docs/mcp)\n- Source quote: \"Ask it who has active coverage and who does not, whether a contractor meets a client's insurance requirements, why an uploaded certificate was flagged\"\n- Playbook page: https://koskamo.com/explore/use-cases/check-contractor-insurance-compliance\n\nPrompt:\nWho has active coverage and who does not? Also, why was certificate cert_123 flagged?","externalId":"check-contractor-insurance-compliance"},{"id":"3d715f06-072b-4d76-bcff-ee05f7d5c580","title":"Agent use case: Bind insurance coverage for a contractor","sourceUrl":"https://1099policy.com/docs/mcp","version":1,"createdAt":"2026-10-18T15:34:58.000Z","updatedAt":"2026-10-18T15:34:58.000Z","text":"The agent binds insurance coverage for a specific contractor on a job, updating the policy status in the 1099Policy system.\n\nWith write permissions granted, the agent uses the server to bind coverage for a contractor. This may involve creating jobs or sending application links if needed. The user must confirm the contractor's identity and the specific job details to ensure the correct policy is bound, as this action modifies account data.\n\n- Category: Operations and infrastructure\n- Effect: Changes data in your accounts\n- MCP servers: 1099Policy MCP (https://koskamo.com/explore/1099policy-mcp)\n- Source: MCP Server | 1099Policy (https://1099policy.com/docs/mcp)\n- Source quote: \"If you allow it, it can also create jobs, send application links, bind and cancel coverage, and manage who is on your team.\"\n- Playbook page: https://koskamo.com/explore/use-cases/bind-insurance-coverage-for-a-contractor\n\nPrompt:\nBind coverage for contractor Jane Doe on job #456.","externalId":"bind-insurance-coverage-for-a-contractor"},{"id":"c07532be-067e-4ff0-b140-2f8664595754","title":"Agent use case: Create custom apparel design link","sourceUrl":"https://1211holding.com/for-ai","version":1,"createdAt":"2026-10-18T15:34:58.000Z","updatedAt":"2026-10-18T15:34:58.000Z","text":"Generates a shareable URL where users can view their custom design on apparel, select sizes, and complete the purchase directly.\n\nThe agent uses the 1211 Holding MCP server to create a custom design. It first validates the requested item and color using list_items if necessary, then uploads or references the user's image via check_art or create_design. The agent constructs the design payload with the image URL, item type, color, and placement (front/back). Upon successful creation, it extracts the resulting URL from the API response and presents it to the user, explaining that the user will handle sizing and payment on the hosted page.\n\n- Category: Commerce\n- Effect: Moves money or places orders\n- MCP servers: 1211 Holding MCP (https://koskamo.com/explore/1211-holding-mcp)\n- Source: For AI assistants: turn a person’s picture into a link to buy it on a shirt · 1211 (https://1211holding.com/for-ai)\n- Source quote: \"create_design takes the link's words (item, image_url, color, side, front, size) and returns the page to give the person.\"\n- Playbook page: https://koskamo.com/explore/use-cases/create-custom-apparel-design-link\n\nPrompt:\nCreate a design for a black hoodie with the image at https://example.com/photo.png on the back. Give me the link to share.","externalId":"create-custom-apparel-design-link"},{"id":"ea9d2511-d7e0-4703-87a9-1e384d42444e","title":"Agent use case: Retrieve apparel catalog and pricing","sourceUrl":"https://1211holding.com/for-ai","version":1,"createdAt":"2026-10-18T15:34:59.000Z","updatedAt":"2026-10-18T15:34:59.000Z","text":"Provides a list of available apparel items, their colors, sizes, and prices including US shipping.\n\nThe agent queries the 1211 Holding MCP server to retrieve the current product catalog. It uses the list_items tool or the underlying API endpoint to fetch details such as item types (e.g., tee, hoodie), available colors, print dimensions, and pricing. This information is used to advise users on what products are available and their costs before creating a design.\n\n- Category: Commerce\n- Effect: Read-only\n- MCP servers: 1211 Holding MCP (https://koskamo.com/explore/1211-holding-mcp)\n- Source: For AI assistants: turn a person’s picture into a link to buy it on a shirt · 1211 (https://1211holding.com/for-ai)\n- Source quote: \"GET https://1211holding.com/v1/catalog returns every item with its colours, sizes, print sizes in inches, the pixels a picture needs (150 per inch prints well, 300 is sharp), our prices, and what craft producers charge for the same item.\"\n- Playbook page: https://koskamo.com/explore/use-cases/retrieve-apparel-catalog-and-pricing\n\nPrompt:\nWhat items are available and how much does a hoodie cost?","externalId":"retrieve-apparel-catalog-and-pricing"},{"id":"3246b93c-d080-4a66-9269-bb7cc14afc39","title":"Agent use case: Analyze keyword backlink requirements","sourceUrl":"https://12backlinks.com/developers","version":1,"createdAt":"2026-10-18T15:34:59.000Z","updatedAt":"2026-10-18T15:34:59.000Z","text":"A report showing the median and range of referring domains for top-ranking pages, helping determine SEO difficulty for specific keywords.\n\nFirst, check the user's account balance using get_account to ensure sufficient credits. Then, use analyze_keywords to measure the referring domains of pages ranking on Google page 1 for a specific keyword and market. Finally, retrieve the results using get_batch to present the median, quartiles, and significance tests to the user.\n\n- Category: Research and knowledge\n- Effect: Read-only\n- MCP servers: 12Backlinks MCP (https://koskamo.com/explore/12backlinks-mcp)\n- Source: API et MCP · 12backlinks (https://12backlinks.com/developers)\n- Source quote: \"Measure how many referring domains the pages ranking on Google page 1 have, for each keyword in a market: median and q25 to q75 range of the top 10, compared with positions 11 to 30, with a significance test.\"\n- Playbook page: https://koskamo.com/explore/use-cases/analyze-keyword-backlink-requirements\n\nPrompt:\nCheck my 12backlinks balance. Then, analyze the backlink requirements for the keyword 'chaussures running' on google.fr. Tell me the median number of referring domains for the top 10 results compared to positions 11-30.","externalId":"analyze-keyword-backlink-requirements"},{"id":"3fa15407-44f2-4d35-9855-522849c60d9d","title":"Agent use case: Identify competitor link gaps","sourceUrl":"https://12backlinks.com/developers","version":1,"createdAt":"2026-10-18T15:34:59.000Z","updatedAt":"2026-10-18T15:34:59.000Z","text":"A list of referring domains that competitors have but the user's site lacks, prioritized by strength.\n\nStart by quoting the link gap using quote_link_gap to determine the cost and get user approval. Once approved, launch the export using launch_link_gap. Finally, retrieve the results to show which referring domains competitors have that the user's site does not.\n\n- Category: Research and knowledge\n- Effect: Read-only\n- MCP servers: 12Backlinks MCP (https://koskamo.com/explore/12backlinks-mcp)\n- Source: API et MCP · 12backlinks (https://12backlinks.com/developers)\n- Source quote: \"Quote a competitor link export: which referring domains (sites linking) your competitors have and your site does not.\"\n- Playbook page: https://koskamo.com/explore/use-cases/identify-competitor-link-gaps\n\nPrompt:\nQuote a link gap analysis for my site example.com against competitors found in my previous batch analysis. Show me the max credits required. If I approve, launch the export and tell me which strong referring domains my competitors have that I don't.","externalId":"identify-competitor-link-gaps"},{"id":"03bb5ec8-f789-40df-a0ad-7e6bd94b9a4e","title":"Agent use case: Search for local businesses or services","sourceUrl":"https://1820.ch/ch/de/ki-assistenten","version":1,"createdAt":"2026-10-18T15:35:00.000Z","updatedAt":"2026-10-18T15:35:00.000Z","text":"The user receives a list of relevant businesses or services with contact details, addresses, and opening hours, along with direct links to the 1820.ch directory entries for further verification.\n\nThe agent uses the 1820.ch MCP server to perform a full-text search for a specific business type or service in a given location. It retrieves details such as phone numbers, addresses, and opening hours. The agent should verify that the search results are relevant to the user's intent and present the information clearly, noting that the server is read-only and respects privacy settings like blocked entries.\n\n- Category: Customer support\n- Effect: Read-only\n- MCP servers: 1820.ch MCP (https://koskamo.com/explore/1820-ch-mcp)\n- Source: 1820 für KI-Assistenten — Telefonbuch Schweiz per MCP (https://1820.ch/ch/de/ki-assistenten)\n- Source quote: \"Suchen Volltextsuche über Personen- und Firmeneinträge, wie im Suchfeld auf 1820.ch — zum Beispiel «Such mir eine Bäckerei in Baden».\"\n- Playbook page: https://koskamo.com/explore/use-cases/search-for-local-businesses-or-services\n\nPrompt:\nFind me a bakery in Baden, Switzerland. Please provide the name, address, phone number, and opening hours for the top result.","externalId":"search-for-local-businesses-or-services"},{"id":"988704d5-6bd3-4851-b7b2-a9e32cd91081","title":"Agent use case: Look up business details by phone number","sourceUrl":"https://1820.ch/ch/de/ki-assistenten","version":1,"createdAt":"2026-10-18T15:35:01.000Z","updatedAt":"2026-10-18T15:35:01.000Z","text":"The user identifies the owner or business associated with a specific phone number, receiving the corresponding directory entry details if the entry is not blocked.\n\nThe agent performs a reverse lookup using the 1820.ch MCP server to find the directory entry for a given phone number. It checks if the entry is available and not blocked. The agent retrieves and presents the associated name, address, and other available details, ensuring the user understands that some entries may be restricted for privacy reasons.\n\n- Category: Customer support\n- Effect: Read-only\n- MCP servers: 1820.ch MCP (https://koskamo.com/explore/1820-ch-mcp)\n- Source: 1820 für KI-Assistenten — Telefonbuch Schweiz per MCP (https://1820.ch/ch/de/ki-assistenten)\n- Source quote: \"Zu einer Telefonnummer den Eintrag finden, sofern er nicht gesperrt ist — zum Beispiel «Wem gehört die Nummer 056 544 44 44?»\"\n- Playbook page: https://koskamo.com/explore/use-cases/look-up-business-details-by-phone-number\n\nPrompt:\nWho owns the phone number 056 544 44 44? Please provide the business name and address if available.","externalId":"look-up-business-details-by-phone-number"},{"id":"680d3afc-c586-4cd6-9aeb-739178dd4e87","title":"Agent use case: Generate land intelligence report for a survey number","sourceUrl":"https://1acre.in/docs/mcp","version":1,"createdAt":"2026-10-18T15:35:04.000Z","updatedAt":"2026-10-18T15:35:04.000Z","text":"A comprehensive land-intelligence report for a specific survey number, including zoning, permissible height, and corridor distances, enabling informed land acquisition or valuation decisions.\n\nFirst, call get_token_balance to check available tokens and confirm the cost with the user, as paid tools are non-refundable. Use search_locations to find the canonical LGD codes for the village/district if only a name is provided. Then, call create_survey_number_report with the specific survey number. Finally, use get_survey_number_report to retrieve the full details of the generated report.\n\n- Category: Data and analysis\n- Effect: Changes data in your accounts\n- MCP servers: 1acre Land Intelligence MCP (https://koskamo.com/explore/1acre-land-intelligence-mcp)\n- Source: 1acre MCP — Connect Claude, Cursor, and any MCP client to 1acre (https://1acre.in/docs/mcp)\n- Source quote: \"Generate a full land-intelligence report for a specific survey number. The debit is permanent and cannot be refunded.\"\n- Playbook page: https://koskamo.com/explore/use-cases/generate-land-intelligence-report-for-a-survey-number\n\nPrompt:\nFind the canonical location codes for 'Edulnagulapally' village. Then, generate a full land-intelligence report for survey number 123 in that village. Before generating, check my token balance and confirm the cost. Once generated, retrieve the full report details.","externalId":"generate-land-intelligence-report-for-a-survey-number"},{"id":"7b3a5923-3813-466c-8e14-0b34529a1fc1","title":"Agent use case: List verified land parcels near a location","sourceUrl":"https://1acre.in/docs/mcp","version":1,"createdAt":"2026-10-18T15:35:04.000Z","updatedAt":"2026-10-18T15:35:05.000Z","text":"A list of up to 10 verified land listings within a specified radius, including price, extent, and listing URLs, facilitating property search without exposing raw contact numbers.\n\nUse search_locations to resolve the user's desired area into canonical coordinates or codes. Then, call list_lands_in_region with the latitude/longitude and radius. Check get_token_balance first to ensure sufficient tokens, as each non-empty page costs 1 token. Review the returned listings for price and extent details.\n\n- Category: Commerce\n- Effect: Read-only\n- MCP servers: 1acre Land Intelligence MCP (https://koskamo.com/explore/1acre-land-intelligence-mcp)\n- Source: 1acre MCP — Connect Claude, Cursor, and any MCP client to 1acre (https://1acre.in/docs/mcp)\n- Source quote: \"Up to 10 verified 1acre land listings within a radius of a lat/lng — with price, extent, and the listing URL (never a raw phone number).\"\n- Playbook page: https://koskamo.com/explore/use-cases/list-verified-land-parcels-near-a-location\n\nPrompt:\nSearch for 'Bangalore' to get coordinates. Then list up to 10 verified land listings within a 5km radius. Check my token balance first to ensure I have enough tokens for the request.","externalId":"list-verified-land-parcels-near-a-location"},{"id":"c3279fbd-d483-42c3-96e6-cdd05259aef7","title":"Agent use case: Audit website security and health status","sourceUrl":"https://1cent.maxzoa.ru/","version":1,"createdAt":"2026-10-18T15:35:05.000Z","updatedAt":"2026-10-18T15:35:06.000Z","text":"Receive a structured report on a website's reachability, security posture, metadata, and change signals without executing JavaScript, enabling quick health audits.\n\nThe agent takes a target public URL and queries the 1cent Web Intelligence MCP server. It verifies the server's response to check reachability and HTTP status. It then extracts metadata, content snippets, and redirect chains. Finally, it assesses security indicators and change signals. The agent should verify that the URL is a valid public HTTP(S) address before initiating the paid check, as the service does not support JavaScript rendering or private/internal URLs.\n\n- Category: Operations and infrastructure\n- Effect: Read-only\n- MCP servers: 1cent Web Intelligence MCP (https://koskamo.com/explore/1cent-web-intelligence-mcp)\n- Source: 1cent Web Intelligence for AI Agents · 1cent (https://1cent.maxzoa.ru/)\n- Source quote: \"Check reachability, metadata, content, redirects, security and change signals without running page JavaScript.\"\n- Playbook page: https://koskamo.com/explore/use-cases/audit-website-security-and-health-status\n\nPrompt:\nPerform a health audit on the following URL: https://example.com. Check its reachability, extract metadata, identify any redirects, and assess security signals. Provide a structured summary of the findings.","externalId":"audit-website-security-and-health-status"},{"id":"5d575e23-2ae2-4597-97e4-5c260d57836b","title":"Agent use case: Audit Google Ads Campaigns for Optimization","sourceUrl":"https://www.1clickreport.com/docs","version":1,"createdAt":"2026-10-18T15:35:06.000Z","updatedAt":"2026-10-18T15:35:06.000Z","text":"Receive a comprehensive audit of Google Ads campaigns with actionable recommendations to improve performance, including potential application of Google's optimization suggestions.\n\nThe agent first lists the user's Google Ads accounts and campaigns to identify targets. It then runs a full campaign audit to gather performance metrics and identify issues. Finally, it can apply specific Google recommendations to optimize the account, ensuring user confirmation before making any changes.\n\n- Category: Sales and marketing\n- Effect: Changes data in your accounts\n- MCP servers: 1ClickReport MCP (https://koskamo.com/explore/1clickreport-mcp)\n- Source: Documentation — 1ClickReport for Claude (https://www.1clickreport.com/docs)\n- Source quote: \"audit_google_campaign Full campaign audit with actionable recommendations to improve performance.\"\n- Playbook page: https://koskamo.com/explore/use-cases/audit-google-ads-campaigns-for-optimization\n\nPrompt:\nAudit my Google Ads account for performance issues and apply any relevant optimization recommendations.","externalId":"audit-google-ads-campaigns-for-optimization"},{"id":"68f99484-b7c5-4896-8e2d-405681b27045","title":"Agent use case: Analyze GA4 Conversion Funnels and Traffic","sourceUrl":"https://www.1clickreport.com/docs","version":1,"createdAt":"2026-10-18T15:35:07.000Z","updatedAt":"2026-10-18T15:35:07.000Z","text":"Get a step-by-step breakdown of conversion funnel drop-off rates and measure traffic referred from AI assistants to understand user behavior.\n\nThe agent lists GA4 properties to identify the correct data source. It then builds a conversion funnel to analyze step-by-step drop-off rates. Additionally, it measures traffic referred from AI assistants like ChatGPT and Claude to provide insights on emerging traffic sources.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 1ClickReport MCP (https://koskamo.com/explore/1clickreport-mcp)\n- Source: Documentation — 1ClickReport for Claude (https://www.1clickreport.com/docs)\n- Source quote: \"analyze_ga4_funnel Build a conversion funnel and get step-by-step drop-off rates.\"\n- Playbook page: https://koskamo.com/explore/use-cases/analyze-ga4-conversion-funnels-and-traffic\n\nPrompt:\nAnalyze the conversion funnel for my main GA4 property and measure traffic from AI assistants.","externalId":"analyze-ga4-conversion-funnels-and-traffic"},{"id":"576cd625-cf71-43c5-86ee-46477e1c301c","title":"Agent use case: Create a new website for a business","sourceUrl":"https://www.1clickwebsite.ai/docs/mcp","version":1,"createdAt":"2026-10-18T15:35:07.000Z","updatedAt":"2026-10-18T15:35:07.000Z","text":"A fully built, live website for a specific business, generated automatically using business details and a chosen template, ready for client delivery.\n\nThe agent first calls check_credits to ensure sufficient site credits are available. It then uses find_business to locate the target business on Google, confirming the correct match with the user. Next, it calls list_templates to select a design. Finally, it invokes create_site with the business details (name, address, phone, etc.) and the chosen template. The agent monitors progress via site_status until the site is live.\n\n- Category: Commerce\n- Effect: Changes data in your accounts\n- MCP servers: 1ClickWebsite MCP (https://koskamo.com/explore/1clickwebsite-mcp)\n- Source: MCP Server | 1ClickWebsite.ai (https://www.1clickwebsite.ai/docs/mcp)\n- Source quote: \"create_site Builds a new website. Uses one site credit. Give it a business from find_business and the name, address, phone, hours, website and services are filled in for you.\"\n- Playbook page: https://koskamo.com/explore/use-cases/create-a-new-website-for-a-business\n\nPrompt:\nCreate a website for 'Joe's Pizza' in New York. First, check my site credits. Then find the business on Google, confirm the match, list available templates, and create the site using the best matching template. Fill in the business details automatically.","externalId":"create-a-new-website-for-a-business"},{"id":"a77f1dca-1fbf-490f-b6cd-47c45d498560","title":"Agent use case: Generate a batch of lead generation demo sites","sourceUrl":"https://www.1clickwebsite.ai/docs/mcp","version":1,"createdAt":"2026-10-18T15:35:08.000Z","updatedAt":"2026-10-18T15:35:08.000Z","text":"A collection of one-page demo sites for multiple businesses, created efficiently for lead generation purposes, with the ability to export results as CSV.\n\nThe agent checks Lead Gen credits using check_credits. It selects a template via list_lead_gen_templates. It then calls create_lead_gen_batch with a list of businesses, ensuring the minimum of 5 businesses is met. The agent can monitor the batch status with list_lead_gen_batches and get individual links via get_lead_gen_batch. Finally, it can export the batch data as CSV using export_lead_gen_batch.\n\n- Category: Sales and marketing\n- Effect: Changes data in your accounts\n- MCP servers: 1ClickWebsite MCP (https://koskamo.com/explore/1clickwebsite-mcp)\n- Source: MCP Server | 1ClickWebsite.ai (https://www.1clickwebsite.ai/docs/mcp)\n- Source quote: \"create_lead_gen_batch Builds a one-page demo site for each business in a list. Uses one Lead Gen credit per business, with a minimum of 5.\"\n- Playbook page: https://koskamo.com/explore/use-cases/generate-a-batch-of-lead-generation-demo-sites\n\nPrompt:\nCreate a lead generation batch for 10 businesses in Chicago. Check my Lead Gen credits first. Use the 'Modern' template. Once the batch is created, get the links for each business and export the batch details to CSV.","externalId":"generate-a-batch-of-lead-generation-demo-sites"},{"id":"a9e7f56e-e8ad-469a-823c-715a7a25b69f","title":"Agent use case: Perform full marketing account health audit","sourceUrl":"https://www.1clickreport.com/prompt-library","version":1,"createdAt":"2026-10-18T15:35:08.000Z","updatedAt":"2026-10-18T15:35:08.000Z","text":"A comprehensive report of top campaigns, spend, conversions, CPA, ROAS, and impression share across Google Ads, Meta Ads, GA4, and Search Console for a specific client.\n\nThe agent identifies all connected marketing accounts for the specified client. It then retrieves performance metrics for the top 5 campaigns in Google Ads and Meta Ads, including spend, conversions, CPA, ROAS, and impression share. It also gathers data from GA4 and Search Console. The agent compiles these metrics into a structured health audit report, highlighting key performance indicators and potential areas for optimization based on the provided benchmarks.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 1ClickReport MCP (https://koskamo.com/explore/1clickreport-mcp)\n- Source: Prompt Library: 100+ Marketing Analytics Prompts for Claude and ChatGPT | 1ClickReport (https://www.1clickreport.com/prompt-library)\n- Source quote: \"First MCP Server for Marketing Analytics Pro Prompts Playbook 14 battle-tested prompts to turn your AI into an always-on marketing analyst.\"\n- Playbook page: https://koskamo.com/explore/use-cases/perform-full-marketing-account-health-audit\n\nPrompt:\nI need a full health audit for my client [CLIENT NAME]. Start by identifying all connected Google Ads accounts, Meta Ads accounts, GA4 properties, and Search Console sites available to me. 1. GOOGLE ADS: Top 5 campaigns by spend. For each: spend, conversions, CPA, ROAS, impression share. 2. META ADS: Same breakdown — top campaigns by spend, conversions, CPA, ROAS...","externalId":"perform-full-marketing-account-health-audit"},{"id":"f7509ef3-9af0-448d-b825-10db960163b7","title":"Agent use case: Analyze underperforming campaigns with search term intelligence","sourceUrl":"https://www.1clickreport.com/prompt-library","version":1,"createdAt":"2026-10-18T15:35:09.000Z","updatedAt":"2026-10-18T15:35:09.000Z","text":"Specific keyword recommendations to pause or optimize based on deep analysis of underperforming campaigns.\n\nAfter running a weekly review or health audit, the agent identifies campaigns that are underperforming against set goals (e.g., target CPA or ROAS). It then performs a Search Term Intelligence analysis on these specific campaigns. The agent extracts exact search terms that are driving poor performance and provides actionable recommendations, such as which keywords to pause or adjust bids for, ensuring the advice is specific rather than a vague summary.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 1ClickReport MCP (https://koskamo.com/explore/1clickreport-mcp)\n- Source: Prompt Library: 100+ Marketing Analytics Prompts for Claude and ChatGPT | 1ClickReport (https://www.1clickreport.com/prompt-library)\n- Source quote: \"Ask for specifics, not summaries \"Tell me the exact keyword to pause\" beats \"suggest some optimizations.\"\"\n- Playbook page: https://koskamo.com/explore/use-cases/analyze-underperforming-campaigns-with-search-term-intelligence\n\nPrompt:\nBased on what you just found, run the Search Term Intelligence analysis on the campaigns that are underperforming. Tell me the exact keyword to pause.","externalId":"analyze-underperforming-campaigns-with-search-term-intelligence"},{"id":"a67e51cf-1281-4882-b98e-928c1ca41ec8","title":"Agent use case: Audit AI Marketing Campaign Performance","sourceUrl":"https://www.1clickreport.com/blog","version":1,"createdAt":"2026-10-18T15:35:09.000Z","updatedAt":"2026-10-18T15:35:09.000Z","text":"A detailed postmortem or anomaly alert analysis that reconstructs campaign changes, checks for conversion lag, and identifies root causes for performance shifts without blaming ads prematurely.\n\nThe agent retrieves campaign data and recent changes using the 1ClickReport MCP. It checks for data freshness and conversion lag to ensure metrics are accurate. It then reconstructs the timeline of changes (bids, creatives, budgets) and correlates them with performance results to provide a factual explanation for any anomalies or declines.\n\n- Category: Sales and marketing\n- Effect: Read-only\n- MCP servers: 1ClickReport MCP (https://koskamo.com/explore/1clickreport-mcp)\n- Source: Marketing Insights — Google Ads, Meta Ads & AI | 1ClickReport (https://www.1clickreport.com/blog)\n- Source quote: \"An AI campaign postmortem should reconstruct what changed, when it changed and which evidence connects it to the result.\"\n- Playbook page: https://koskamo.com/explore/use-cases/audit-ai-marketing-campaign-performance\n\nPrompt:\nAnalyze the recent performance of my Google Ads campaigns. Check for conversion lag and data freshness issues. Reconstruct the timeline of any recent changes to bids, creatives, or budgets. Identify if any specific change correlates with the recent CPA increase.","externalId":"audit-ai-marketing-campaign-performance"},{"id":"2607a57d-06a5-4aa2-b77b-8ff8c034e51b","title":"Agent use case: Reconcile Discrepant AI Marketing Reports","sourceUrl":"https://www.1clickreport.com/blog","version":1,"createdAt":"2026-10-18T15:35:10.000Z","updatedAt":"2026-10-18T15:35:10.000Z","text":"A reconciliation ledger that explains why AI marketing reports disagree with source platforms like Google Ads, Meta, or GA4, ensuring data consistency.\n\nThe agent compares data points from the 1ClickReport MCP against source platforms. It identifies discrepancies and builds a reconciliation ledger to determine if systems are measuring the same thing differently. This helps users trust the data by understanding the measurement differences.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 1ClickReport MCP (https://koskamo.com/explore/1clickreport-mcp)\n- Source: Marketing Insights — Google Ads, Meta Ads & AI | 1ClickReport (https://www.1clickreport.com/blog)\n- Source quote: \"When an AI marketing report disagrees with Google Ads, Meta, GA4 or a store dashboard, first check whether the systems are measuring the same thing.\"\n- Playbook page: https://koskamo.com/explore/use-cases/reconcile-discrepant-ai-marketing-reports\n\nPrompt:\nCompare the current campaign metrics in 1ClickReport with the raw data from Google Ads and Meta. Build a reconciliation ledger to explain any discrepancies. Check if the systems are measuring the same events differently.","externalId":"reconcile-discrepant-ai-marketing-reports"},{"id":"a6b4f1ef-450c-4998-a0fb-a0a8a4655b4a","title":"Agent use case: Fund a resident's fee credit","sourceUrl":"https://1f3d9.com/","version":1,"createdAt":"2026-10-18T15:35:10.000Z","updatedAt":"2026-10-18T15:35:10.000Z","text":"A city resident receives prepaid fee credits to pay for actions like place renaming or retiring, enabling them to manage their virtual property.\n\nThe agent identifies a resident who needs fee credits for city actions. It then initiates a purchase via the hosted purchase door or API endpoint to fund the resident's account. The agent must verify the amount (between $1 and $10,000) and ensure the payment is processed correctly. Before acting, the agent should confirm the resident's identity and the specific need for credits, as funding grants no city rights other than fee payment.\n\n- Category: Finance and payments\n- Effect: Moves money or places orders\n- MCP servers: 1F3D9 City Life MCP (https://koskamo.com/explore/1f3d9-city-life-mcp)\n- Source: 1F3D9 City Life MCP documentation (https://1f3d9.com/)\n- Source quote: \"Humans have exactly two narrow city-boundary acts: report illegal public content with POST /api/flag and fund a resident's fee credit at /buy.\"\n- Playbook page: https://koskamo.com/explore/use-cases/fund-a-resident-s-fee-credit\n\nPrompt:\nPlease fund the fee credit for resident [Resident Name] with the amount of [Amount] USD.","externalId":"fund-a-resident-s-fee-credit"},{"id":"25bb5852-81ce-46af-bc90-0ccda75dd900","title":"Agent use case: Search for available work requests","sourceUrl":"https://1f4bc.ai/docs","version":1,"createdAt":"2026-10-18T15:35:11.000Z","updatedAt":"2026-10-18T15:35:11.000Z","text":"The agent retrieves a list of active job postings or imported listings from the marketplace, allowing it to identify potential tasks to bid on based on tags or search queries.\n\nThe agent connects to the 1F4BC MCP server and issues a GET request to the /search endpoint. It specifies the type as 'jobs' or 'listings' and optionally filters by tags or a query string. The agent parses the returned JSON to find relevant work requests. No authentication or payment is required for this read-only operation, making it safe to execute without human oversight.\n\n- Category: Research and knowledge\n- Effect: Read-only\n- MCP servers: 1F4BC MCP (https://koskamo.com/explore/1f4bc-mcp)\n- Source: 1F4BC — API Reference (https://1f4bc.ai/docs)\n- Source quote: \"GET /search?type=profiles|jobs|listings&tag=&q= Find profiles, live jobs, or labeled unverified imported listings.\"\n- Playbook page: https://koskamo.com/explore/use-cases/search-for-available-work-requests\n\nPrompt:\nSearch for available work requests tagged with 'data-analysis' on the 1F4BC marketplace.","externalId":"search-for-available-work-requests"},{"id":"4b0d937d-c4f9-4bc5-82b6-5ca94deb37dc","title":"Agent use case: Register a new agent identity","sourceUrl":"https://1f4bc.ai/docs","version":1,"createdAt":"2026-10-18T15:35:11.000Z","updatedAt":"2026-10-18T15:35:11.000Z","text":"The agent creates a new protocol identity on the 1F4BC network, enabling it to publish capabilities, bid on jobs, and receive payments in the future.\n\nThe agent generates a local Ed25519 key pair and an EIP-191 wallet signature. It then sends a POST request to the /register endpoint with the handle, public key, wallet address, and signatures. This action changes the state of the registry by adding a new agent. The agent must ensure the human operator has accepted the current terms version before attempting registration, as the API may reject unverified identities.\n\n- Category: Operations and infrastructure\n- Effect: Changes data in your accounts\n- MCP servers: 1F4BC MCP (https://koskamo.com/explore/1f4bc-mcp)\n- Source: 1F4BC — API Reference (https://1f4bc.ai/docs)\n- Source quote: \"POST /register Register a protocol identity. The request contains public keys and signatures, not a private key.\"\n- Playbook page: https://koskamo.com/explore/use-cases/register-a-new-agent-identity\n\nPrompt:\nRegister a new agent identity on 1F4BC with the handle 'test-agent' using the provided keys and wallet signature.","externalId":"register-a-new-agent-identity"},{"id":"8bdea59d-5850-42e7-a3a5-103fb50c1667","title":"Agent use case: Publish and schedule social media posts across networks","sourceUrl":"https://1social.dev/mcp","version":1,"createdAt":"2026-10-18T15:35:12.000Z","updatedAt":"2026-10-18T15:35:12.000Z","text":"A single message is published or scheduled across selected social networks with per-network validation and media attachment support.\n\nThe agent uses the 1Social MCP server to compose a post, attach media if required by specific platforms (like Instagram or TikTok), and check per-network constraints such as character counts and image requirements. It then publishes the post immediately or schedules it up to 30 days in advance. The agent verifies the action by reading the receipt to confirm which networks succeeded and which failed.\n\n- Category: Sales and marketing\n- Effect: Changes data in your accounts\n- MCP servers: 1Social MCP (https://koskamo.com/explore/1social-mcp)\n- Source: MCP server — publish to social from any AI agent · 1Social (https://1social.dev/mcp)\n- Source quote: \"One message goes to every network you pick, now or up to 30 days ahead.\"\n- Playbook page: https://koskamo.com/explore/use-cases/publish-and-schedule-social-media-posts-across-networks\n\nPrompt:\nPublish this message to LinkedIn, X, and Instagram: 'New blog post available.' Attach the image from /path/to/image.jpg. Schedule it for tomorrow at 9 AM.","externalId":"publish-and-schedule-social-media-posts-across-networks"},{"id":"38cfef0c-db8b-4505-b62b-6f4ecc089305","title":"Agent use case: Retry failed social media posts on specific networks","sourceUrl":"https://1social.dev/mcp","version":1,"createdAt":"2026-10-18T15:35:12.000Z","updatedAt":"2026-10-18T15:35:12.000Z","text":"Failed posts are retried on individual networks without affecting posts that already succeeded on other networks.\n\nAfter publishing, the agent reads the receipt to identify which networks failed and why. It then uses the retry functionality to attempt posting only to the failed networks, ensuring that successful posts remain untouched. This allows for targeted correction of distribution errors.\n\n- Category: Operations and infrastructure\n- Effect: Changes data in your accounts\n- MCP servers: 1Social MCP (https://koskamo.com/explore/1social-mcp)\n- Source: MCP server — publish to social from any AI agent · 1Social (https://1social.dev/mcp)\n- Source quote: \"A failed network can be retried on its own, without touching the ones that went out.\"\n- Playbook page: https://koskamo.com/explore/use-cases/retry-failed-social-media-posts-on-specific-networks\n\nPrompt:\nCheck the status of the post scheduled for today. If any networks failed, retry only those specific networks.","externalId":"retry-failed-social-media-posts-on-specific-networks"},{"id":"91978e23-5065-4603-9a90-751acfcdcb12","title":"Agent use case: Search marketing activity templates by industry","sourceUrl":"https://mcp.24haowan.com/","version":1,"createdAt":"2026-10-18T15:35:13.000Z","updatedAt":"2026-10-18T15:35:13.000Z","text":"The agent retrieves a curated list of H5 interactive marketing activity templates from the 24haowan library, filtered by specific keywords, gameplay types, or industry sectors, enabling quick inspiration for campaign planning.\n\nThe agent uses the 'search_templates' tool to query the 24haowan template library. It accepts parameters for keywords, gameplay styles, or industry verticals. The agent parses the returned JSON to identify relevant templates, extracting titles and brief descriptions. Before presenting results, the agent should verify that the search terms match the user's campaign goals and note that this is read-only access to public data.\n\n- Category: Sales and marketing\n- Effect: Read-only\n- MCP servers: 24好玩 MCP (https://koskamo.com/explore/24-mcp)\n- Source: 24好玩 MCP 服务 · mcp.24haowan.com (https://mcp.24haowan.com/)\n- Source quote: \"search_templates 按关键词/玩法/行业搜索活动模板\"\n- Playbook page: https://koskamo.com/explore/use-cases/search-marketing-activity-templates-by-industry\n\nPrompt:\nFind H5 marketing activity templates suitable for the retail industry that involve lottery gameplay. Please list the top 5 results with their titles and a brief description of the gameplay.","externalId":"search-marketing-activity-templates-by-industry"},{"id":"fc462532-0d3d-4bfd-9cb4-1ab0d9c968ba","title":"Agent use case: Retrieve customer case study details","sourceUrl":"https://mcp.24haowan.com/","version":1,"createdAt":"2026-10-18T15:35:13.000Z","updatedAt":"2026-10-18T15:35:13.000Z","text":"The agent fetches detailed information about specific customer cases, including full text and industry classifications, allowing users to analyze successful marketing strategies and benchmark against industry peers.\n\nThe agent first uses 'list_cases' to browse available cases filtered by industry or type, then uses 'get_case' to retrieve the full text of a specific case study. The agent should check the case ID from the list before fetching details. This process helps users understand real-world applications of marketing templates and strategies.\n\n- Category: Research and knowledge\n- Effect: Read-only\n- MCP servers: 24好玩 MCP (https://koskamo.com/explore/24-mcp)\n- Source: 24好玩 MCP 服务 · mcp.24haowan.com (https://mcp.24haowan.com/)\n- Source quote: \"get_case 取单个案例全文\"\n- Playbook page: https://koskamo.com/explore/use-cases/retrieve-customer-case-study-details\n\nPrompt:\nList customer cases in the technology industry, then retrieve the full details of the first case found.","externalId":"retrieve-customer-case-study-details"},{"id":"4ff1e1a8-696e-4142-b9fc-15a255128e5a","title":"Agent use case: Analyze website AI readiness","sourceUrl":"https://www.2ds.dev/conector","version":1,"createdAt":"2026-10-18T15:35:14.000Z","updatedAt":"2026-10-18T15:35:14.000Z","text":"A score and list of improvements for a website's visibility to AI assistants, including checks on robots.txt, structured data, and llms.txt.\n\nThe agent uses the comprobar_visibilidad_ia tool to analyze the public homepage of a specified website. It checks if AI crawlers are allowed, if content is visible without JavaScript, and verifies the presence of structured data, sitemaps, and llms.txt. The agent should verify the URL is public and understand that the tool only caches data for 10 minutes.\n\n- Category: Research and knowledge\n- Effect: Read-only\n- MCP servers: 2ds MCP (https://koskamo.com/explore/2ds-mcp)\n- Source: Conector MCP de 2ds | 2ds.dev (https://www.2ds.dev/conector)\n- Source quote: \"Analiza la portada de cualquier web pública: si robots.txt deja pasar a los rastreadores de IA, si el contenido se ve sin JavaScript, datos estructurados, sitemap y llms.txt.\"\n- Playbook page: https://koskamo.com/explore/use-cases/analyze-website-ai-readiness\n\nPrompt:\nCheck if miclinica.es is ready for ChatGPT and tell me what to fix.","externalId":"analyze-website-ai-readiness"},{"id":"b076d98d-af34-4a27-946a-530af514f488","title":"Agent use case: Retrieve project status and next steps via MCP","sourceUrl":"https://2ools.app/connect-ai","version":1,"createdAt":"2026-10-18T15:35:14.000Z","updatedAt":"2026-10-18T15:35:14.000Z","text":"The AI agent displays the current Living Plan, readiness status, and the next recommended move for the user's project, enabling seamless continuation of work across different AI clients without losing context.\n\nThe agent connects to the 2ools MCP server to access the user's workspace. It retrieves the 'Living Plan', which includes the project's current state, readiness metrics, and the specific 'next move' required. The agent presents this information to the user, allowing them to understand where they stand and what action to take next, ensuring continuity across tools like Claude or ChatGPT.\n\n- Category: Productivity and planning\n- Effect: Read-only\n- MCP servers: 2ools MCP (https://koskamo.com/explore/2ools-mcp)\n- Source: Connect your AI · 2ools (https://2ools.app/connect-ai)\n- Source quote: \"2ools returns the Living Plan, next move, readiness, versions, and previews where you are.\"\n- Playbook page: https://koskamo.com/explore/use-cases/retrieve-project-status-and-next-steps-via-mcp\n\nPrompt:\nConnect to 2ools and retrieve the current Living Plan, readiness status, and the next move for my project.","externalId":"retrieve-project-status-and-next-steps-via-mcp"},{"id":"57258612-c06f-41c8-9ee6-67f99ccfad78","title":"Agent use case: Schedule LinkedIn post with carousel","sourceUrl":"https://2pr.io/docs/mcp","version":1,"createdAt":"2026-10-18T15:35:15.000Z","updatedAt":"2026-10-18T15:35:15.000Z","text":"A LinkedIn post containing a carousel is scheduled for a specific future time, leveraging 2pr.io's official API integration.\n\nThe agent first uses media tools to upload or prepare the carousel assets. It then drafts the post content, potentially refining it to match the account owner's voice. Finally, it calls the post_schedule tool with the media attachment and desired timestamp. The agent should verify that the media upload was successful and that the scheduled time is valid before execution.\n\n- Category: Sales and marketing\n- Effect: Changes data in your accounts\n- MCP servers: 2pr.io MCP (https://koskamo.com/explore/2pr-io-mcp)\n- Source: 2pr.io MCP server for AI agents (https://2pr.io/docs/mcp)\n- Source quote: \"Schedule or publish posts, with images, carousels or video attached\"\n- Playbook page: https://koskamo.com/explore/use-cases/schedule-linkedin-post-with-carousel\n\nPrompt:\nI need to schedule a LinkedIn post for next Tuesday at 9 AM. The post should discuss 'The Future of AI in Marketing'. Please attach the carousel located at /path/to/carousel.pdf. Draft the post in a professional yet engaging tone.","externalId":"schedule-linkedin-post-with-carousel"},{"id":"56eee8d8-a24b-4dad-a3f2-87f7711c645a","title":"Agent use case: Analyze viral post benchmarks","sourceUrl":"https://2pr.io/docs/mcp","version":1,"createdAt":"2026-10-18T15:35:15.000Z","updatedAt":"2026-10-18T15:35:15.000Z","text":"The user receives a list of high-performing LinkedIn posts related to a specific topic, providing hooks and benchmarks for content creation.\n\nThe agent uses the viral_search tool to find posts by topic or creator. It filters for posts with high engagement metrics to identify trends. The agent then summarizes the key hooks and structures of these viral posts to help the user understand what resonates with the audience. No data is changed, only retrieved and analyzed.\n\n- Category: Research and knowledge\n- Effect: Read-only\n- MCP servers: 2pr.io MCP (https://koskamo.com/explore/2pr-io-mcp)\n- Source: 2pr.io MCP server for AI agents (https://2pr.io/docs/mcp)\n- Source quote: \"Search 2M+ viral LinkedIn posts by topic or creator for benchmarks and hooks\"\n- Playbook page: https://koskamo.com/explore/use-cases/analyze-viral-post-benchmarks\n\nPrompt:\nFind the top 5 viral LinkedIn posts from the last month about 'Remote Work Culture'. I need to know what hooks they used and their average engagement rates.","externalId":"analyze-viral-post-benchmarks"},{"id":"7eb9d3ef-f66a-45f8-abad-448402b85cef","title":"Agent use case: Retrieve verified financial rates and tax info","sourceUrl":"https://304notfound.com/","version":1,"createdAt":"2026-10-18T15:35:16.000Z","updatedAt":"2026-10-18T15:35:16.000Z","text":"The agent provides a factual, sourced, and dated answer regarding financial rates, tax regulations, or banking information, ensuring accuracy through official sources and cache.\n\nThe agent identifies a user's query related to finance, such as interest rates or tax deadlines. It uses the 'ask' tool to query the 304NotModified server, specifying the 'finances' or 'impots' domain. The agent checks the response for the 'status', 'answer', and 'sources'. It verifies the 'confidence' score and 'fetched_at' date to ensure the information is current. If the answer is cached, it notes the source; if fetched, it confirms the official source URL. The agent presents the verified answer to the user, citing the sources.\n\n- Category: Finance and payments\n- Effect: Read-only\n- MCP servers: 304NotModified MCP (https://koskamo.com/explore/304notmodified-mcp)\n- Source: 304NotModified : réponses vérifiées pour agents IA (https://304notfound.com/)\n- Source quote: \"Des réponses factuelles vérifiées, sourcées et datées , partagées entre agents IA.\"\n- Playbook page: https://koskamo.com/explore/use-cases/retrieve-verified-financial-rates-and-tax-info\n\nPrompt:\nFind the current regulated rate for Livret A savings accounts in France and provide the official source link.","externalId":"retrieve-verified-financial-rates-and-tax-info"},{"id":"b28bf087-589b-442e-b847-edaaa10a9e84","title":"Agent use case: Execute static website creation service","sourceUrl":"https://304notfound.com/","version":1,"createdAt":"2026-10-18T15:35:16.000Z","updatedAt":"2026-10-18T15:35:16.000Z","text":"A static website with 1-6 pages is queued for creation by the AUTARK agent workshop, with delivery status and files provided upon completion.\n\nThe agent determines the user needs a simple static website. It uses the 'run_service' tool with the service ID 'autark-static-site'. It submits the request via POST /v1/services/autark-static-site/run. The agent monitors the 'run_id' status using GET /v1/runs/run_… until the status is 'delivered'. Upon delivery, it retrieves the result and file links, providing them to the user. The agent notes that this is an asynchronous service with human validation and billing upon delivery.\n\n- Category: Software development\n- Effect: Changes data in your accounts\n- MCP servers: 304NotModified MCP (https://koskamo.com/explore/304notmodified-mcp)\n- Source: 304NotModified : réponses vérifiées pour agents IA (https://304notfound.com/)\n- Source quote: \"Création de site web autark-static-site · asynchrone, plusieurs heures Un petit site statique (1 à 6 pages) pour une activité, réalisé par AUTARK , l'atelier d'agents du propriétaire, avec validation humaine.\"\n- Playbook page: https://koskamo.com/explore/use-cases/execute-static-website-creation-service\n\nPrompt:\nCreate a static website for my small business with 3 pages: Home, About, and Contact.","externalId":"execute-static-website-creation-service"},{"id":"ccbb7ae8-88ec-4ea8-a5d9-9eea32b06e46","title":"Agent use case: Calculate trading metrics on market data","sourceUrl":"https://304notfound.com/llms.txt","version":1,"createdAt":"2026-10-18T15:35:16.000Z","updatedAt":"2026-10-18T15:35:16.000Z","text":"The agent receives deterministic technical analysis results, such as Ichimoku cloud signals or position sizing, based on user-provided candlestick data.\n\nThe agent prepares candlestick data (open, high, low, close, volume) and sends it to the 'calculate' tool with specific parameters (e.g., ichimoku-rvol, regime, or position-size). It ensures the data is sorted chronologically and within the 2-5000 candle limit. The agent interprets the returned metrics, such as trend direction or risk percentages, noting that these are not investment advice.\n\n- Category: Data and analysis\n- Effect: Read-only\n- MCP servers: 304NotModified MCP (https://koskamo.com/explore/304notmodified-mcp)\n- Source: 304NotModified MCP documentation (https://304notfound.com/llms.txt)\n- Source quote: \"Calculs déterministes, sans regard vers le futur (la valeur à une bougie ne dépend que des bougies précédentes), avec la méthode et ses paramètres.\"\n- Playbook page: https://koskamo.com/explore/use-cases/calculate-trading-metrics-on-market-data\n\nPrompt:\nAnalyze this market data for trend direction using the regime indicator: [data]","externalId":"calculate-trading-metrics-on-market-data"},{"id":"7bd6522d-12f4-4241-8931-2be3abcc10a1","title":"Agent use case: Order 3D printing services via AI","sourceUrl":"https://3dprinteverything.org/ai-ordering","version":1,"createdAt":"2026-10-18T15:35:17.000Z","updatedAt":"2026-10-18T15:35:17.000Z","text":"The agent submits a 3D printing job request to the vendor, either by directly calling the API with files or by generating a pre-filled order form link for the user to finalize with payment and file uploads.\n\nThe agent reads the vendor's AI instructions from the /llms.txt endpoint to understand the required format. It collects necessary details from the user, including the item description, quantity, material preferences, delivery location, and contact information. If the agent has API access, it sends the job details and files directly to the vendor's board. If not, it constructs a pre-filled order form URL. The agent then provides this link to the user, who reviews the quote, approves the job, and completes the payment independently, as the agent does not handle money.\n\n- Category: Commerce\n- Effect: Changes data in your accounts\n- MCP servers: 3D Print Everything MCP (https://koskamo.com/explore/3d-print-everything-mcp)\n- Source: Order 3D Printing Through Your AI Assistant | 3DPE (https://3dprinteverything.org/ai-ordering)\n- Source quote: \"Have your AI assistant order the parts Tell ChatGPT, Claude, Gemini or your company's own agent what you need. Depending on what it can do, it places the order itself or hands you one link that opens our order form already filled in.\"\n- Playbook page: https://koskamo.com/explore/use-cases/order-3d-printing-services-via-ai\n\nPrompt:\nI want to order 3D printing services from 3D Print Everything. Please read their instructions for AI assistants at https://3dprinteverything.org/llms.txt. I need to order 5 units of a custom bracket made from PLA, to be shipped to 123 Main St, Austin, TX. My name is John Doe, email john@example.com, phone 555-0199. Please place the order for me or provide the pre-filled order link.","externalId":"order-3d-printing-services-via-ai"},{"id":"b2502a5f-36f2-41ce-9445-ea948d337757","title":"Agent use case: Compare container mix utilization","sourceUrl":"https://3dpack.ing/","version":1,"createdAt":"2026-10-18T15:35:18.000Z","updatedAt":"2026-10-18T15:35:18.000Z","text":"A comparison of different container combinations (e.g., 2x20ft vs 3x20ft) to identify the most space-efficient option for a given shipment.\n\nThe agent analyzes a shipment's cargo list and tests multiple container configurations using the 3DPACK.ING MCP server. It compares the space utilization and piece counts for each mix. The agent presents the optimal mix that holds the load most efficiently, helping the user avoid guessing at container needs.\n\n- Category: Operations and infrastructure\n- Effect: Read-only\n- MCP servers: 3DPACK.ING MCP (https://koskamo.com/explore/3dpack-ing-mcp)\n- Source: 3D Container Loading Calculator — Free Preview | 3DPACK.ING (https://3dpack.ing/)\n- Source quote: \"Compare container mixes on utilisation and count, and see which combination actually holds the load rather than guessing at it.\"\n- Playbook page: https://koskamo.com/explore/use-cases/compare-container-mix-utilization\n\nPrompt:\nCompare 2x 20ft + 1x 40ft versus 3x 20ft for this load: 50 boxes of electronics, 20 machinery parts.","externalId":"compare-container-mix-utilization"},{"id":"66eac673-79ee-4da5-892e-16874232d617","title":"Agent use case: Search and download free CC0 3D assets","sourceUrl":"https://3dtexel.com/developers/","version":1,"createdAt":"2026-10-18T15:35:19.000Z","updatedAt":"2026-10-18T15:35:19.000Z","text":"The agent locates specific free CC0 3D assets like PBR materials or HDRIs and provides direct download links, allowing users to integrate high-quality textures into their projects without cost or licensing restrictions.\n\nThe agent uses the search_assets tool to find assets matching specific keywords, types, or sources. It verifies the license is CC0 and checks if the user already owns the asset. Once the correct asset is identified, it uses download_asset to generate a signed, temporary download link for the user.\n\n- Category: Design and content\n- Effect: Read-only\n- MCP servers: 3DTexel MCP (https://koskamo.com/explore/3dtexel-mcp)\n- Source: 3D Asset API & MCP Server for AI Agents | 3DTexel (https://3dtexel.com/developers/)\n- Source quote: \"Discover search_assets Free CC0 and community assets by keyword, type and source.\"\n- Playbook page: https://koskamo.com/explore/use-cases/search-and-download-free-cc0-3d-assets\n\nPrompt:\nFind a free mossy stone PBR material and provide the download link.","externalId":"search-and-download-free-cc0-3d-assets"},{"id":"824c9f6e-8e33-4504-af30-8bb46006a129","title":"Agent use case: Generate custom PBR materials with price quotes","sourceUrl":"https://3dtexel.com/developers/","version":1,"createdAt":"2026-10-18T15:35:20.000Z","updatedAt":"2026-10-18T15:35:20.000Z","text":"The agent generates custom AI-created PBR materials based on user prompts, ensuring cost control by quoting the exact credit price before execution and handling the generation job and result retrieval.\n\nThe agent first uses quote_generation to determine the exact credit cost for a specific generator and parameters. It presents this price to the user for approval. Upon confirmation, it calls generate_pbr_material with the accepted max_credits and an idempotency key. Finally, it polls get_generation to retrieve the status and final file links.\n\n- Category: Design and content\n- Effect: Changes data in your accounts\n- MCP servers: 3DTexel MCP (https://koskamo.com/explore/3dtexel-mcp)\n- Source: 3D Asset API & MCP Server for AI Agents | 3DTexel (https://3dtexel.com/developers/)\n- Source quote: \"Quote, then generate Ask for the exact price, then start the job with the price you accept ( max_credits ) and an Idempotency-Key : a retry never charges twice.\"\n- Playbook page: https://koskamo.com/explore/use-cases/generate-custom-pbr-materials-with-price-quotes\n\nPrompt:\nGenerate an oak herringbone parquet PBR material in 2K resolution. Show me the price first.","externalId":"generate-custom-pbr-materials-with-price-quotes"},{"id":"2efd23aa-a5d3-4ab6-a9a6-d0c4bf766bb9","title":"Agent use case: Generate 3D Container Loading Plans from Natural Language","sourceUrl":"https://3dpack.ing/blog","version":1,"createdAt":"2026-10-18T15:35:20.000Z","updatedAt":"2026-10-18T15:35:20.000Z","text":"Receive an optimized 3D packing plan with visualization for a container or truck, improving space utilization and ensuring safe, efficient cargo placement based on natural language shipping requests.\n\nThe agent takes a natural language description of cargo items, dimensions, weights, and container type. It sends this request to the 3DPACK.ING API. The agent then parses the response to extract the 3D loading plan, item positions, and any stability warnings. Before finalizing, the agent should verify that the calculated load factor and center of gravity meet safety and efficiency standards.\n\n- Category: Operations and infrastructure\n- Effect: Read-only\n- MCP servers: 3DPACK.ING MCP (https://koskamo.com/explore/3dpack-ing-mcp)\n- Source: Container Loading Guides — Pallets, Trucks and Stacking | 3DPACK.ING (https://3dpack.ing/blog)\n- Source quote: \"Revolutionary AI API endpoint that transforms plain English shipping requests into optimized container loading plans with 3D visualizations.\"\n- Playbook page: https://koskamo.com/explore/use-cases/generate-3d-container-loading-plans-from-natural-language\n\nPrompt:\nCreate a 3D packing plan for the following shipment: 50 boxes of electronics (40x30x20cm, 10kg each) and 20 crates of glassware (60x40x40cm, 25kg each). Use a standard 40ft container. Ensure fragile items are loaded last and heavy items first. Provide the loading sequence and 3D visualization data.","externalId":"generate-3d-container-loading-plans-from-natural-language"}]}