Public-data product catalog

AI Tool

Procurement Research MCP Tools

Cached MCP tool bundle for agent-safe tender search, manifest lookup, and dataset diff inspection.

Uploaded

Marketplace Availability

Application coverage and provider review state are shown separately from public product destinations.

Google Workspace MarketplaceAvailable through published app
ChatGPT AppsUploaded
Apify StorePartially published
GumroadPartially published
Cloudflare Edge CommerceNot Yet Published
GitHub MarketplaceAwaiting Marketplace Review

Who It Is For

  • Teams that need repeatable public-data monitoring without manual copy-paste workflows.
  • Builders packaging public signals into datasets, APIs, automation, or agent tools.
  • Operators who need a reliable way to inspect, compare, and use public-data products.

Problems Solved

  • Turns source-specific public information into a normalized product profile.
  • Helps teams compare product output before opening a marketplace destination.
  • Supports repeatable research, monitoring, alerting, and workflow delivery.

Marketplace Fit

Useful for teams that want packaged data, API, automation, or AI-tool delivery.

Agent Tool Result sample rows

Example fields available for buyer review.

Open JSON
FieldExample value
evidence["deterministic_fixture_evidence"]
toolNameDeterministic fixture Tool Name for Procurement Research MCP Tools
confidence0.91
nextActions["deterministic_fixture_next_actions"]
resultSummaryDeterministic fixture Result Summary for Procurement Research MCP Tools
requestSummaryDeterministic fixture Request Summary for Procurement Research MCP Tools

Schema Preview

toolNamestring - Agent tool or MCP function name.
requestSummarystring - Public-safe request summary.
resultSummarystring - Tool result summary.
evidencearray - Public-safe evidence snippets.
confidencenumber - Normalized agent confidence.
nextActionsarray - Recommended owner or buyer actions.

Pricing Events

Pricing is shown by the external marketplace when a public listing is available.

What You Can Review

  • Sample output is available.
  • Schema preview includes 6 fields.
  • No public marketplace destination is published yet.

Data Notes

  • Product details are based on the current public catalog.
  • Samples and schemas are shown when available for buyer review.