{
 "schema_version": 1,
 "generated": "2026-10-20",
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk.",
 "category": {
  "slug": "money",
  "name": "Money",
  "n": 54
 },
 "count": 54,
 "items": [
  {
   "id": "ceyyy427-finathink--run-offline-research-sample-and-open-report",
   "repo": "ceyyy427/finathink",
   "title": "Run the offline research sample and open its workbench",
   "summary": "Start the local app on bundled fixtures and inspect the staged research workbench without any external services.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/ceyyy427-finathink/run-offline-research-sample-and-open-report/",
   "json": "https://dedupedai.com/use-cases/u/ceyyy427-finathink/run-offline-research-sample-and-open-report.json",
   "md": "https://dedupedai.com/use-cases/ceyyy427-finathink/run-offline-research-sample-and-open-report/index.md"
  },
  {
   "id": "cinderline-northcinder--compare-products-for-a-shopping-brief",
   "repo": "cinderline/northcinder",
   "title": "Compare products for a shopping brief",
   "summary": "Get ranked product choices with reasons, rejected offers, and sources from your AI app.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/cinderline-northcinder/compare-products-for-a-shopping-brief/",
   "json": "https://dedupedai.com/use-cases/u/cinderline-northcinder/compare-products-for-a-shopping-brief.json",
   "md": "https://dedupedai.com/use-cases/cinderline-northcinder/compare-products-for-a-shopping-brief/index.md"
  },
  {
   "id": "fidetolabs-qanat--screen-companies-as-of-past-date",
   "repo": "fidetolabs/qanat",
   "title": "Screen companies as they stood on a past date",
   "summary": "Run a metric threshold screen on SEC filings using only what was public on a chosen date.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/fidetolabs-qanat/screen-companies-as-of-past-date/",
   "json": "https://dedupedai.com/use-cases/u/fidetolabs-qanat/screen-companies-as-of-past-date.json",
   "md": "https://dedupedai.com/use-cases/fidetolabs-qanat/screen-companies-as-of-past-date/index.md"
  },
  {
   "id": "han-1413141-dsh-cost-meter--track-conversation-and-daily-spend",
   "repo": "Han-1413141/dsh-cost-meter",
   "title": "Track what each DSH conversation costs per day",
   "summary": "See live cost and token totals per conversation, plus daily and period statistics inside DSH.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/track-conversation-and-daily-spend/",
   "json": "https://dedupedai.com/use-cases/u/han-1413141-dsh-cost-meter/track-conversation-and-daily-spend.json",
   "md": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/track-conversation-and-daily-spend/index.md"
  },
  {
   "id": "hanzohanzhe-grandet--find-cheapest-model-api",
   "repo": "hanzohanzhe/Grandet",
   "title": "Find the cheapest listed API for a model",
   "summary": "Ask your agent for the lowest listed price for a model, with the site, group, unit and observation date.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/find-cheapest-model-api/",
   "json": "https://dedupedai.com/use-cases/u/hanzohanzhe-grandet/find-cheapest-model-api.json",
   "md": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/find-cheapest-model-api/index.md"
  },
  {
   "id": "karanb192-itr-wala--file-fy-2025-26-itr-without-a-ca",
   "repo": "karanb192/itr-wala",
   "title": "File your FY 2025-26 income tax return without a CA",
   "summary": "Turn Form 16 and AIS into a checked, regime-compared filing pack for the income tax portal.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/karanb192-itr-wala/file-fy-2025-26-itr-without-a-ca/",
   "json": "https://dedupedai.com/use-cases/u/karanb192-itr-wala/file-fy-2025-26-itr-without-a-ca.json",
   "md": "https://dedupedai.com/use-cases/karanb192-itr-wala/file-fy-2025-26-itr-without-a-ca/index.md"
  },
  {
   "id": "longsurf-ai-openchart--draw-chart-and-alert-on-levels",
   "repo": "longsurf-ai/openchart",
   "title": "Draw a price level and get alerted when it breaks",
   "summary": "Install the Desktop app, draw a line or zone on a chart, and set an alert for when price crosses it.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/longsurf-ai-openchart/draw-chart-and-alert-on-levels/",
   "json": "https://dedupedai.com/use-cases/u/longsurf-ai-openchart/draw-chart-and-alert-on-levels.json",
   "md": "https://dedupedai.com/use-cases/longsurf-ai-openchart/draw-chart-and-alert-on-levels/index.md"
  },
  {
   "id": "losalossantos-aurelio-finance--try-demo-household-data",
   "repo": "LosaLosSantos/aurelio-finance",
   "title": "Test the app on invented household data first",
   "summary": "Start the app with invented data to see every screen before entering real finances.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/try-demo-household-data/",
   "json": "https://dedupedai.com/use-cases/u/losalossantos-aurelio-finance/try-demo-household-data.json",
   "md": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/try-demo-household-data/index.md"
  },
  {
   "id": "mmdju-digikala-mcp--find-best-value-under-budget",
   "repo": "mmdju/digikala-mcp",
   "title": "Pick the best value product under a Toman budget",
   "summary": "Get ranked product picks under a price cap, with a seller grade on the top pick, from Digikala.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/find-best-value-under-budget/",
   "json": "https://dedupedai.com/use-cases/u/mmdju-digikala-mcp/find-best-value-under-budget.json",
   "md": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/find-best-value-under-budget/index.md"
  },
  {
   "id": "mogons-noraz-agent--receive-screened-robinhood-chain-signal-cards",
   "repo": "mogons/noraz-agent",
   "title": "Get screened Robinhood Chain signal cards on chat",
   "summary": "Run five screening agents that post only 80%+ confidence call cards to Discord and Telegram.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/mogons-noraz-agent/receive-screened-robinhood-chain-signal-cards/",
   "json": "https://dedupedai.com/use-cases/u/mogons-noraz-agent/receive-screened-robinhood-chain-signal-cards.json",
   "md": "https://dedupedai.com/use-cases/mogons-noraz-agent/receive-screened-robinhood-chain-signal-cards/index.md"
  },
  {
   "id": "noskillish-bankmcp--ask-ai-about-my-bank-balances",
   "repo": "noskillish/bankmcp",
   "title": "Ask your AI assistant about your bank balances",
   "summary": "Run BankMCP on your own machine and ask Claude or Cursor about balances and transactions.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/noskillish-bankmcp/ask-ai-about-my-bank-balances/",
   "json": "https://dedupedai.com/use-cases/u/noskillish-bankmcp/ask-ai-about-my-bank-balances.json",
   "md": "https://dedupedai.com/use-cases/noskillish-bankmcp/ask-ai-about-my-bank-balances/index.md"
  },
  {
   "id": "roy-tong-agentmeasure--recount-ai-support-bill-against-vendor-rule",
   "repo": "roy-tong/AgentMeasure",
   "title": "Re-count an AI support bill against the vendor rule",
   "summary": "Run the free CLI on a billing export to see overcharge and undercharge findings, unsettled rows and dollar variance.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/recount-ai-support-bill-against-vendor-rule/",
   "json": "https://dedupedai.com/use-cases/u/roy-tong-agentmeasure/recount-ai-support-bill-against-vendor-rule.json",
   "md": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/recount-ai-support-bill-against-vendor-rule/index.md"
  },
  {
   "id": "sepehr071-awesome-iran-mcp--compare-toman-prices-across-iranian-shops",
   "repo": "sepehr071/awesome-iran-mcp",
   "title": "Compare a product's price in Toman across Iranian shops",
   "summary": "Ask an agent for the cheapest shop for a product, with prices in Toman, from Digikala and Torob.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": true,
   "score": 1.0,
   "url": "https://dedupedai.com/use-cases/sepehr071-awesome-iran-mcp/compare-toman-prices-across-iranian-shops/",
   "json": "https://dedupedai.com/use-cases/u/sepehr071-awesome-iran-mcp/compare-toman-prices-across-iranian-shops.json",
   "md": "https://dedupedai.com/use-cases/sepehr071-awesome-iran-mcp/compare-toman-prices-across-iranian-shops/index.md"
  },
  {
   "id": "ceyyy427-finathink--connect-own-data-api-with-point-in-time-checks",
   "repo": "ceyyy427/finathink",
   "title": "Normalize your own data API into point-in-time batches",
   "summary": "Save a data connection, map its fields, run a trial pull and check PIT status and fingerprints before research uses it.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/ceyyy427-finathink/connect-own-data-api-with-point-in-time-checks/",
   "json": "https://dedupedai.com/use-cases/u/ceyyy427-finathink/connect-own-data-api-with-point-in-time-checks.json",
   "md": "https://dedupedai.com/use-cases/ceyyy427-finathink/connect-own-data-api-with-point-in-time-checks/index.md"
  },
  {
   "id": "cinderline-northcinder--vet-a-seller-before-buying",
   "repo": "cinderline/northcinder",
   "title": "Vet a seller before buying",
   "summary": "Run NorthCinder's seller research guide to check identity, sources, and unknowns.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/cinderline-northcinder/vet-a-seller-before-buying/",
   "json": "https://dedupedai.com/use-cases/u/cinderline-northcinder/vet-a-seller-before-buying.json",
   "md": "https://dedupedai.com/use-cases/cinderline-northcinder/vet-a-seller-before-buying/index.md"
  },
  {
   "id": "fidetolabs-qanat--measure-returns-between-filing-dates",
   "repo": "fidetolabs/qanat",
   "title": "Measure what screened companies did between filings",
   "summary": "Run a screen over a date window and read each passing company's return between its own filing dates.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/fidetolabs-qanat/measure-returns-between-filing-dates/",
   "json": "https://dedupedai.com/use-cases/u/fidetolabs-qanat/measure-returns-between-filing-dates.json",
   "md": "https://dedupedai.com/use-cases/fidetolabs-qanat/measure-returns-between-filing-dates/index.md"
  },
  {
   "id": "han-1413141-dsh-cost-meter--watch-coding-plan-and-go-quota-limits",
   "repo": "Han-1413141/dsh-cost-meter",
   "title": "Watch coding plan and OpenCode Go quota before you hit a limit",
   "summary": "Show rolling usage percentages and reset times for supported coding plans and OpenCode Go in the sidebar and quota strip.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/watch-coding-plan-and-go-quota-limits/",
   "json": "https://dedupedai.com/use-cases/u/han-1413141-dsh-cost-meter/watch-coding-plan-and-go-quota-limits.json",
   "md": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/watch-coding-plan-and-go-quota-limits/index.md"
  },
  {
   "id": "hanzohanzhe-grandet--find-free-model-credit",
   "repo": "hanzohanzhe/Grandet",
   "title": "Find free credit for a model without a card",
   "summary": "Look up official free tiers and trial credit for a model, and see whether a card or ID check is needed.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/find-free-model-credit/",
   "json": "https://dedupedai.com/use-cases/u/hanzohanzhe-grandet/find-free-model-credit.json",
   "md": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/find-free-model-credit/index.md"
  },
  {
   "id": "karanb192-itr-wala--plan-fy-2026-27-advance-tax-payments",
   "repo": "karanb192/itr-wala",
   "title": "Plan FY 2026-27 advance tax payments and due dates",
   "summary": "Get the next advance-tax amount and its due date from your expected income and TDS.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/karanb192-itr-wala/plan-fy-2026-27-advance-tax-payments/",
   "json": "https://dedupedai.com/use-cases/u/karanb192-itr-wala/plan-fy-2026-27-advance-tax-payments.json",
   "md": "https://dedupedai.com/use-cases/karanb192-itr-wala/plan-fy-2026-27-advance-tax-payments/index.md"
  },
  {
   "id": "longsurf-ai-openchart--explain-a-price-move-with-sourced-notes",
   "repo": "longsurf-ai/openchart",
   "title": "Explain what moved a chart with sourced annotations",
   "summary": "Select a price range and have your agent research the move, with source-linked notes pinned to the bars.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/longsurf-ai-openchart/explain-a-price-move-with-sourced-notes/",
   "json": "https://dedupedai.com/use-cases/u/longsurf-ai-openchart/explain-a-price-move-with-sourced-notes.json",
   "md": "https://dedupedai.com/use-cases/longsurf-ai-openchart/explain-a-price-move-with-sourced-notes/index.md"
  },
  {
   "id": "losalossantos-aurelio-finance--track-net-worth-on-own-computer",
   "repo": "LosaLosSantos/aurelio-finance",
   "title": "Track net worth and holdings on your own computer",
   "summary": "Keep banks, brokers, cash, holdings and debts in one local app that stays on your machine.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/track-net-worth-on-own-computer/",
   "json": "https://dedupedai.com/use-cases/u/losalossantos-aurelio-finance/track-net-worth-on-own-computer.json",
   "md": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/track-net-worth-on-own-computer/index.md"
  },
  {
   "id": "mmdju-digikala-mcp--check-one-product-before-buying",
   "repo": "mmdju/digikala-mcp",
   "title": "Check whether one product is worth buying",
   "summary": "Pull details, buyer reviews, sellers and price history for a single Digikala product.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/check-one-product-before-buying/",
   "json": "https://dedupedai.com/use-cases/u/mmdju-digikala-mcp/check-one-product-before-buying.json",
   "md": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/check-one-product-before-buying/index.md"
  },
  {
   "id": "mogons-noraz-agent--audit-a-token-before-buying-it",
   "repo": "mogons/noraz-agent",
   "title": "Audit a Robinhood Chain token before buying",
   "summary": "Run a token audit from the terminal or Discord to check security before any trade decision.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/mogons-noraz-agent/audit-a-token-before-buying-it/",
   "json": "https://dedupedai.com/use-cases/u/mogons-noraz-agent/audit-a-token-before-buying-it.json",
   "md": "https://dedupedai.com/use-cases/mogons-noraz-agent/audit-a-token-before-buying-it/index.md"
  },
  {
   "id": "noskillish-bankmcp--get-alerts-when-balance-or-payment-changes",
   "repo": "noskillish/bankmcp",
   "title": "Get alerts when a balance or payment changes",
   "summary": "Create watches that notify a Slack channel or webhook when balances or payments cross a rule.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/noskillish-bankmcp/get-alerts-when-balance-or-payment-changes/",
   "json": "https://dedupedai.com/use-cases/u/noskillish-bankmcp/get-alerts-when-balance-or-payment-changes.json",
   "md": "https://dedupedai.com/use-cases/noskillish-bankmcp/get-alerts-when-balance-or-payment-changes/index.md"
  },
  {
   "id": "roy-tong-agentmeasure--check-local-codex-claude-sessions-for-anomalies",
   "repo": "roy-tong/AgentMeasure",
   "title": "Check local Codex or Claude sessions for duplicate retries",
   "summary": "Inspect your own Codex or Claude Code session logs for duplicate records, retry amplification and token anomalies.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/check-local-codex-claude-sessions-for-anomalies/",
   "json": "https://dedupedai.com/use-cases/u/roy-tong-agentmeasure/check-local-codex-claude-sessions-for-anomalies.json",
   "md": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/check-local-codex-claude-sessions-for-anomalies/index.md"
  },
  {
   "id": "sepehr071-awesome-iran-mcp--plan-trip-flights-stays-and-doctors",
   "repo": "sepehr071/awesome-iran-mcp",
   "title": "Plan a trip with flights, stays and a doctor visit",
   "summary": "Have an agent check flights, stays and a doctor's free slot in one request.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.9,
   "url": "https://dedupedai.com/use-cases/sepehr071-awesome-iran-mcp/plan-trip-flights-stays-and-doctors/",
   "json": "https://dedupedai.com/use-cases/u/sepehr071-awesome-iran-mcp/plan-trip-flights-stays-and-doctors.json",
   "md": "https://dedupedai.com/use-cases/sepehr071-awesome-iran-mcp/plan-trip-flights-stays-and-doctors/index.md"
  },
  {
   "id": "ceyyy427-finathink--audit-why-paper-decision-card-is-blocked",
   "repo": "ceyyy427/finathink",
   "title": "Trace why a paper decision card cannot be executed",
   "summary": "Follow the risk, portfolio and quant gates to see which stage kept a paper decision card in a non-executable state.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/ceyyy427-finathink/audit-why-paper-decision-card-is-blocked/",
   "json": "https://dedupedai.com/use-cases/u/ceyyy427-finathink/audit-why-paper-decision-card-is-blocked.json",
   "md": "https://dedupedai.com/use-cases/ceyyy427-finathink/audit-why-paper-decision-card-is-blocked/index.md"
  },
  {
   "id": "cinderline-northcinder--approve-one-exact-purchase",
   "repo": "cinderline/northcinder",
   "title": "Approve one exact purchase at a set cap",
   "summary": "Buy a single chosen offer through a one-time signed approval or finish in your browser.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/cinderline-northcinder/approve-one-exact-purchase/",
   "json": "https://dedupedai.com/use-cases/u/cinderline-northcinder/approve-one-exact-purchase.json",
   "md": "https://dedupedai.com/use-cases/cinderline-northcinder/approve-one-exact-purchase/index.md"
  },
  {
   "id": "fidetolabs-qanat--ask-agent-questions-over-dated-filings",
   "repo": "fidetolabs/qanat",
   "title": "Ask an AI agent questions over dated filings",
   "summary": "Connect an MCP client to Qanat's read-only research scope and query SEC filings and screens in plain language.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/fidetolabs-qanat/ask-agent-questions-over-dated-filings/",
   "json": "https://dedupedai.com/use-cases/u/fidetolabs-qanat/ask-agent-questions-over-dated-filings.json",
   "md": "https://dedupedai.com/use-cases/fidetolabs-qanat/ask-agent-questions-over-dated-filings/index.md"
  },
  {
   "id": "han-1413141-dsh-cost-meter--set-budget-and-get-overspend-warnings",
   "repo": "Han-1413141/dsh-cost-meter",
   "title": "Set a spending budget and get warned before you go over",
   "summary": "Track budget used percentage and today's share of budget, with warnings at 80 percent and over-budget at 100 percent.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/set-budget-and-get-overspend-warnings/",
   "json": "https://dedupedai.com/use-cases/u/han-1413141-dsh-cost-meter/set-budget-and-get-overspend-warnings.json",
   "md": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/set-budget-and-get-overspend-warnings/index.md"
  },
  {
   "id": "hanzohanzhe-grandet--connect-cheapest-api-to-agent",
   "repo": "hanzohanzhe/Grandet",
   "title": "Connect the cheapest API to your coding agent",
   "summary": "Store a key hidden in your terminal and let Grandet write a backed-up config change to your agent.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/connect-cheapest-api-to-agent/",
   "json": "https://dedupedai.com/use-cases/u/hanzohanzhe-grandet/connect-cheapest-api-to-agent.json",
   "md": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/connect-cheapest-api-to-agent/index.md"
  },
  {
   "id": "karanb192-itr-wala--recheck-fy-2025-26-tax-after-rebate-fix",
   "repo": "karanb192/itr-wala",
   "title": "Recheck an old FY 2025-26 tax result after the 1.3.0 fix",
   "summary": "Recompute your FY 2025-26 tax to see whether an earlier install understated new-regime tax.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/karanb192-itr-wala/recheck-fy-2025-26-tax-after-rebate-fix/",
   "json": "https://dedupedai.com/use-cases/u/karanb192-itr-wala/recheck-fy-2025-26-tax-after-rebate-fix.json",
   "md": "https://dedupedai.com/use-cases/karanb192-itr-wala/recheck-fy-2025-26-tax-after-rebate-fix/index.md"
  },
  {
   "id": "longsurf-ai-openchart--build-alert-monitor-from-plain-language",
   "repo": "longsurf-ai/openchart",
   "title": "Turn a plain-language watch rule into a Tea monitor",
   "summary": "Describe a market condition to your agent and get a Tea monitor that checks incoming data and investigates when it fires.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/longsurf-ai-openchart/build-alert-monitor-from-plain-language/",
   "json": "https://dedupedai.com/use-cases/u/longsurf-ai-openchart/build-alert-monitor-from-plain-language.json",
   "md": "https://dedupedai.com/use-cases/longsurf-ai-openchart/build-alert-monitor-from-plain-language/index.md"
  },
  {
   "id": "losalossantos-aurelio-finance--ask-ai-advisor-about-own-records",
   "repo": "LosaLosSantos/aurelio-finance",
   "title": "Get answers about your records from an AI advisor",
   "summary": "Chat with an AI advisor that answers from your own records, using your own OpenRouter key.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/ask-ai-advisor-about-own-records/",
   "json": "https://dedupedai.com/use-cases/u/losalossantos-aurelio-finance/ask-ai-advisor-about-own-records.json",
   "md": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/ask-ai-advisor-about-own-records/index.md"
  },
  {
   "id": "mmdju-digikala-mcp--compare-shortlisted-products-by-specs",
   "repo": "mmdju/digikala-mcp",
   "title": "Compare a shortlist of products by the specs that differ",
   "summary": "Line up up to 10 Digikala products and see only the specs that actually differ.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/compare-shortlisted-products-by-specs/",
   "json": "https://dedupedai.com/use-cases/u/mmdju-digikala-mcp/compare-shortlisted-products-by-specs.json",
   "md": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/compare-shortlisted-products-by-specs/index.md"
  },
  {
   "id": "mogons-noraz-agent--keep-the-agent-running-24-7-on-a-vps",
   "repo": "mogons/noraz-agent",
   "title": "Run the agent 24/7 on a VPS with health checks",
   "summary": "Deploy the PM2 daemon, check diagnostics, and update the agent on a Linux server.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/mogons-noraz-agent/keep-the-agent-running-24-7-on-a-vps/",
   "json": "https://dedupedai.com/use-cases/u/mogons-noraz-agent/keep-the-agent-running-24-7-on-a-vps.json",
   "md": "https://dedupedai.com/use-cases/mogons-noraz-agent/keep-the-agent-running-24-7-on-a-vps/index.md"
  },
  {
   "id": "noskillish-bankmcp--monthly-spending-review",
   "repo": "noskillish/bankmcp",
   "title": "Get a monthly spending summary and budget",
   "summary": "Use the built-in monthly-summary and build-budget prompts to review last month's spending.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/noskillish-bankmcp/monthly-spending-review/",
   "json": "https://dedupedai.com/use-cases/u/noskillish-bankmcp/monthly-spending-review.json",
   "md": "https://dedupedai.com/use-cases/noskillish-bankmcp/monthly-spending-review/index.md"
  },
  {
   "id": "roy-tong-agentmeasure--compare-claude-response-usage-across-session-files",
   "repo": "roy-tong/AgentMeasure",
   "title": "Compare Claude response usage across session files",
   "summary": "Group response IDs from two Claude session files to see repeated usage snapshots, conflicts and missing fields.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/compare-claude-response-usage-across-session-files/",
   "json": "https://dedupedai.com/use-cases/u/roy-tong-agentmeasure/compare-claude-response-usage-across-session-files.json",
   "md": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/compare-claude-response-usage-across-session-files/index.md"
  },
  {
   "id": "sepehr071-awesome-iran-mcp--check-fair-price-for-divar-ads",
   "repo": "sepehr071/awesome-iran-mcp",
   "title": "Check whether a Divar ad is fairly priced",
   "summary": "Have an agent compare a home, car or phone ad on Divar with the market and flag bad deals.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.8,
   "url": "https://dedupedai.com/use-cases/sepehr071-awesome-iran-mcp/check-fair-price-for-divar-ads/",
   "json": "https://dedupedai.com/use-cases/u/sepehr071-awesome-iran-mcp/check-fair-price-for-divar-ads.json",
   "md": "https://dedupedai.com/use-cases/sepehr071-awesome-iran-mcp/check-fair-price-for-divar-ads/index.md"
  },
  {
   "id": "han-1413141-dsh-cost-meter--compare-model-prices-before-choosing",
   "repo": "Han-1413141/dsh-cost-meter",
   "title": "Compare model token prices before picking a model",
   "summary": "Check per-token rates and update times for OpenRouter and multi-vendor models, and sync official prices.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/compare-model-prices-before-choosing/",
   "json": "https://dedupedai.com/use-cases/u/han-1413141-dsh-cost-meter/compare-model-prices-before-choosing.json",
   "md": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/compare-model-prices-before-choosing/index.md"
  },
  {
   "id": "hanzohanzhe-grandet--pull-price-board-into-analysis",
   "repo": "hanzohanzhe/Grandet",
   "title": "Pull the live price board into your own analysis",
   "summary": "Fetch the public price board over HTTP to compare model prices in a script or spreadsheet.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/pull-price-board-into-analysis/",
   "json": "https://dedupedai.com/use-cases/u/hanzohanzhe-grandet/pull-price-board-into-analysis.json",
   "md": "https://dedupedai.com/use-cases/hanzohanzhe-grandet/pull-price-board-into-analysis/index.md"
  },
  {
   "id": "karanb192-itr-wala--compare-old-and-new-tax-regimes",
   "repo": "karanb192/itr-wala",
   "title": "Compare old and new tax regimes with exact rupee savings",
   "summary": "See the tax under each regime side by side and which one saves more.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/karanb192-itr-wala/compare-old-and-new-tax-regimes/",
   "json": "https://dedupedai.com/use-cases/u/karanb192-itr-wala/compare-old-and-new-tax-regimes.json",
   "md": "https://dedupedai.com/use-cases/karanb192-itr-wala/compare-old-and-new-tax-regimes/index.md"
  },
  {
   "id": "longsurf-ai-openchart--write-custom-indicator-in-tea",
   "repo": "longsurf-ai/openchart",
   "title": "Write a custom indicator in Tea",
   "summary": "Code your own indicator or condition in Tea using functions, loops, state, and collections.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/longsurf-ai-openchart/write-custom-indicator-in-tea/",
   "json": "https://dedupedai.com/use-cases/u/longsurf-ai-openchart/write-custom-indicator-in-tea.json",
   "md": "https://dedupedai.com/use-cases/longsurf-ai-openchart/write-custom-indicator-in-tea/index.md"
  },
  {
   "id": "losalossantos-aurelio-finance--see-hidden-overlap-in-funds",
   "repo": "LosaLosSantos/aurelio-finance",
   "title": "See what your funds really hold with look-through",
   "summary": "Break down fund holdings by country, sector, company and currency to find overlap.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/see-hidden-overlap-in-funds/",
   "json": "https://dedupedai.com/use-cases/u/losalossantos-aurelio-finance/see-hidden-overlap-in-funds.json",
   "md": "https://dedupedai.com/use-cases/losalossantos-aurelio-finance/see-hidden-overlap-in-funds/index.md"
  },
  {
   "id": "mmdju-digikala-mcp--track-todays-deals-and-bestsellers",
   "repo": "mmdju/digikala-mcp",
   "title": "Track today's Digikala deals and bestsellers",
   "summary": "Get a daily list of current deals and site-wide bestsellers from Digikala.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/track-todays-deals-and-bestsellers/",
   "json": "https://dedupedai.com/use-cases/u/mmdju-digikala-mcp/track-todays-deals-and-bestsellers.json",
   "md": "https://dedupedai.com/use-cases/mmdju-digikala-mcp/track-todays-deals-and-bestsellers/index.md"
  },
  {
   "id": "mogons-noraz-agent--tune-screening-rules-with-a-plain-english-prompt",
   "repo": "mogons/noraz-agent",
   "title": "Write screening rules in plain English",
   "summary": "Describe the signals you want in one sentence and let the agent compile them into a strategy.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/mogons-noraz-agent/tune-screening-rules-with-a-plain-english-prompt/",
   "json": "https://dedupedai.com/use-cases/u/mogons-noraz-agent/tune-screening-rules-with-a-plain-english-prompt.json",
   "md": "https://dedupedai.com/use-cases/mogons-noraz-agent/tune-screening-rules-with-a-plain-english-prompt/index.md"
  },
  {
   "id": "noskillish-bankmcp--audit-subscriptions-and-recurring-costs",
   "repo": "noskillish/bankmcp",
   "title": "Find subscriptions and what they cost per year",
   "summary": "Run the subscription-audit prompt to list recurring payments and their yearly cost.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/noskillish-bankmcp/audit-subscriptions-and-recurring-costs/",
   "json": "https://dedupedai.com/use-cases/u/noskillish-bankmcp/audit-subscriptions-and-recurring-costs.json",
   "md": "https://dedupedai.com/use-cases/noskillish-bankmcp/audit-subscriptions-and-recurring-costs/index.md"
  },
  {
   "id": "roy-tong-agentmeasure--prepare-redacted-healthcheck-summary-for-review",
   "repo": "roy-tong/AgentMeasure",
   "title": "Prepare a redacted Healthcheck summary to review",
   "summary": "Create a local summary file from a check report, inspect it, and validate it before choosing to send it.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "python",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.7,
   "url": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/prepare-redacted-healthcheck-summary-for-review/",
   "json": "https://dedupedai.com/use-cases/u/roy-tong-agentmeasure/prepare-redacted-healthcheck-summary-for-review.json",
   "md": "https://dedupedai.com/use-cases/roy-tong-agentmeasure/prepare-redacted-healthcheck-summary-for-review/index.md"
  },
  {
   "id": "han-1413141-dsh-cost-meter--schedule-heavy-work-around-peak-hours",
   "repo": "Han-1413141/dsh-cost-meter",
   "title": "Plan heavy model work around peak and off-peak pricing hours",
   "summary": "See which hours are peak and get a popup or system alert before pricing switches.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.6,
   "url": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/schedule-heavy-work-around-peak-hours/",
   "json": "https://dedupedai.com/use-cases/u/han-1413141-dsh-cost-meter/schedule-heavy-work-around-peak-hours.json",
   "md": "https://dedupedai.com/use-cases/han-1413141-dsh-cost-meter/schedule-heavy-work-around-peak-hours/index.md"
  },
  {
   "id": "longsurf-ai-openchart--set-up-source-build-for-contributors",
   "repo": "longsurf-ai/openchart",
   "title": "Set up a source build to contribute to OpenChart",
   "summary": "Clone the repo, install the pinned toolchain, run the app from source, and run checks before a pull request.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "typescript",
   "date": "2026-10-20",
   "seen_in_the_wild": false,
   "best": false,
   "score": 0.6,
   "url": "https://dedupedai.com/use-cases/longsurf-ai-openchart/set-up-source-build-for-contributors/",
   "json": "https://dedupedai.com/use-cases/u/longsurf-ai-openchart/set-up-source-build-for-contributors.json",
   "md": "https://dedupedai.com/use-cases/longsurf-ai-openchart/set-up-source-build-for-contributors/index.md"
  },
  {
   "id": "losalossantos-aurelio-finance--run-tests-and-dev-servers",
   "repo": "LosaLosSantos/aurelio-finance",
   "title": "Run the test suites and dev servers after changes",
   "summary": "Check backend and frontend tests and start hot reload servers while editing the code.",
   "category": "Money",
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   "repo": "mmdju/digikala-mcp",
   "title": "Verify the live Digikala MCP server before relying on it",
   "summary": "Run the bundled check to confirm the endpoint, tool list and error paths still work.",
   "category": "Money",
   "tags": [
    "Money"
   ],
   "lang": "javascript",
   "date": "2026-10-20",
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   "summary": "Bridge a local Ollama model to BankMCP so no AI vendor sees your transactions.",
   "category": "Money",
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   ],
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   "repo": "roy-tong/AgentMeasure",
   "title": "Build a Dispute and Recovery Pack from a recount",
   "summary": "Turn recount findings into a Dispute and Recovery Pack, then record what the vendor actually conceded.",
   "category": "Money",
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   ],
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  }
 ]
}
