INTELLIGENCE

Know what your agents buy.

Costs, changes and evidence for better service decisions.

Cost intelligence

Find the better way to pay.

Compare service prices and payment options against your workload.

Scoped audits · customer usage requiredRequest a cost audit
Change intelligence

Know when your dependencies change.

Track payment offers, service schemas and provider changes over time.

Custom watchlists and historyDiscuss monitoring
Outcome intelligence

Connect the purchase to the result.

Bring charges, retries and task evaluations into one private evidence record.

Integration pilot · your task criteriaConnect your workflow

THE EVIDENCE BASE

Collected. Dated. Traceable.

Use the API
14,635Source listings
33Source snapshots
27,889Recorded changes
1,221Endpoint observations

Latest snapshot: Sep 12, 2026, 05:41 UTC. Daily collection; gaps remain unknown.

548 observations · Differences between dated observations.

scout.hugen.tokyoSearch GitLab for public projects — enterprise open source and DevOps tools. AI agent API for competitive intelligence. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/gitlab
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Source and evidence
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scout.hugen.tokyoSearch Stack Overflow for developer Q&A, solutions, and best practices. AI agent API for technical knowledge retrieval. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/stackoverflow
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Source and evidence
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  "source_updated_at": "2026-09-09T10:25:01.268Z",
  "url": "https://scout.hugen.tokyo/scout/stackoverflow",
  "usage_rights": "not_reviewed"
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scout.hugen.tokyoSearch X (Twitter) for real-time posts, trends, and discussions via xAI Grok. AI agent API for social media intelligence and sentiment analysis. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/x
NetworkAdvertised amountBillingPayee
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Source and evidence
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  "domain": "scout.hugen.tokyo",
  "evidence_mode": "raw",
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  "source": "cdp-bazaar",
  "source_updated_at": "2026-09-03T23:02:33.328Z",
  "url": "https://scout.hugen.tokyo/scout/x",
  "usage_rights": "not_reviewed"
}
scout.hugen.tokyoSearch PyPI for Python packages — find libraries, frameworks, and developer tools. AI agent API for Python ecosystem research. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/pypi
NetworkAdvertised amountBillingPayee
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Source and evidence
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  "description": "Search PyPI for Python packages — find libraries, frameworks, and developer tools. AI agent API for Python ecosystem research. Accepts USDC payments on Base and Solana",
  "domain": "scout.hugen.tokyo",
  "evidence_mode": "raw",
  "extension_names": [
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  "url": "https://scout.hugen.tokyo/scout/pypi",
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scout.hugen.tokyoSearch Dev.to for developer articles, tutorials, and technical blog posts. AI agent API for developer content and trend research. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/devto
NetworkAdvertised amountBillingPayee
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Source and evidence
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scout.hugen.tokyoSearch Hacker News for tech news, startup funding, and developer discussions. AI agent API for market research and trend analysis. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/hn
NetworkAdvertised amountBillingPayee
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Source and evidence
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  "evidence_mode": "raw",
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scout.hugen.tokyoSearch Lobste.rs for curated tech news and developer discussions. AI agent API for trend monitoring and community sentiment. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/lobsters
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scout.hugen.tokyoCurated x402 ecosystem directory — 277 human-reviewed projects: SDKs, production APIs, facilitators, agent frameworks, tools. Spam-filtered alternative to Bazaar (13K entries, 85% spam). Search by keyword or browse by category. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/awesome
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scout.hugen.tokyoSearch GitHub repositories — discover open source projects, developer tools, and trending repos. AI agent API for competitive intelligence. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/github
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scout.hugen.tokyoComprehensive AI-synthesized report — searches all 18 sources (including X/Twitter) in parallel, then synthesizes with multi-source AI synthesis. Maximum coverage for thorough market and technical analysis. AI agent API for full-spectrum competitive intelligence, investment due diligence, and strategic planning. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/research/deep
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scout.hugen.tokyoSearch npm package registry — find JavaScript and TypeScript libraries, frameworks, and developer tools. AI agent API for dependency research. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/npm
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scout.hugen.tokyoSearch x402 Bazaar for AI agent APIs with micropayment access. Discover x402-enabled services and developer tools. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/x402
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scout.hugen.tokyoSearch Product Hunt for new products, SaaS launches, and developer tools. AI agent API for market research and competitive intelligence. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/ph
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Source and evidence
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scout.hugen.tokyo14-source parallel intelligence report in one call — HN, GitHub, npm, PyPI, Dev.to, Hashnode, Lobsters, StackExchange, ArXiv, Semantic Scholar, Lemmy, GitLab. Best ROI on Bazaar. AI agent API for market research. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/report
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scout.hugen.tokyoSearch GitLab for public projects — enterprise open source and DevOps tools. AI agent API for competitive intelligence. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/gitlab
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Source and evidence
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scout.hugen.tokyoSearch Stack Overflow for developer Q&A, solutions, and best practices. AI agent API for technical knowledge retrieval. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/stackoverflow
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Source and evidence
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scout.hugen.tokyoSearch X (Twitter) for real-time posts, trends, and discussions via xAI Grok. AI agent API for social media intelligence and sentiment analysis. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/x
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Source and evidence
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scout.hugen.tokyoSearch PyPI for Python packages — find libraries, frameworks, and developer tools. AI agent API for Python ecosystem research. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/pypi
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Source and evidence
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scout.hugen.tokyoSearch Dev.to for developer articles, tutorials, and technical blog posts. AI agent API for developer content and trend research. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/devto
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Source and evidence
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scout.hugen.tokyoSearch Hacker News for tech news, startup funding, and developer discussions. AI agent API for market research and trend analysis. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/hn
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Source and evidence
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scout.hugen.tokyoGet GitHub repository details — stars, forks, contributors, releases, and license info. AI agent API for open source intelligence. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/github/repo
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Source and evidence
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scout.hugen.tokyoSearch Lobste.rs for curated tech news and developer discussions. AI agent API for trend monitoring and community sentiment. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/lobsters
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Source and evidence
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scout.hugen.tokyoCurated x402 ecosystem directory — 277 human-reviewed projects: SDKs, production APIs, facilitators, agent frameworks, tools. Spam-filtered alternative to Bazaar (13K entries, 85% spam). Search by keyword or browse by category. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/awesome
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Source and evidence
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scout.hugen.tokyoSearch GitHub repositories — discover open source projects, developer tools, and trending repos. AI agent API for competitive intelligence. Accepts USDC payments on Base and Solana
https://scout.hugen.tokyo/scout/github
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Source and evidence
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Outcome evidence starts with your workflow.

Private intake is ready for task IDs, charges, retries, result fingerprints and your evaluation criteria. Public performance comparisons need measured results; we do not have that benchmark yet.

Discuss an outcome integration
Collection coverage

Discovery comes from configured registries. Endpoint checks record responses, not task success. Older snapshots retain less detail. Customer usage, commercial terms and task evaluations require additional evidence.

1,423 historical or current source records quarantined during normalization; they are excluded from public comparisons.

43 of 43 archive objects verified in Backblaze. Last verification: Sep 12, 2026, 05:56 UTC.

Collection status JSON