Panda Federation Tools
Official public data and research tools for your AI agent
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36 research and public-data tools built on official sources: check references for fabricated or retracted papers, search OpenAlex and PubMed, find grants, federal contracts and EU tenders, pull new business registrations and building permits, check domains and broken links. Use them in the browser on Apify or inside Claude, Cursor and Cline through open-source MCP servers. Pay per result.
PH · launched Nov 10, 2026 · 1 upvote (top 65%) · 0 views
Niche: mcp server developer tools · 108 launches, 12 in the last 7 days ▲ +50% · Explore this niche →
Category and tags
- Government
- Data infrastructure
- Developer
- AI feature
- Commercial product
- Productivity
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 108 launches in mcp server developer tools →
Could you build this?
Partial Many tools wrap well-documented APIs like OpenAlex, PubMed, and EU TED, but building permits, business registrations, and grants data are fragmented across thousands of jurisdictions and need per-source scrapers or data pipelines.
What it would actually take: The API-based tools can be vibe-coded quickly. Full coverage needs per-country and per-municipality ingestion, normalization, and refresh pipelines, along with retraction-data sources such as Retraction Watch that may need licensing. This is data engineering work that takes sustained effort rather than just prompting.
Competitors
Other products that read as similar to this one : 226 launches clear the similarity bar, closest 8 shown.
Attention rank: #88 of 227 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 305 days after the earliest competitor.
- ScholarMuse · ph · 2026-10-17 · 1 upvotes · similarity 0.50
- Open Economics · ph · 2026-09-15 · 1 upvotes · similarity 0.45
- Awesome AI Agent Stack · ph · 2026-10-15 · 1 upvotes · similarity 0.44
- Research Toolkit · ph · 2026-10-11 · 1 upvotes · similarity 0.43
- SecAIQ Watch · ph · 2026-09-21 · 68 upvotes · similarity 0.42
- AI Tools Police · ph · 2026-09-15 · 1 upvotes · similarity 0.42
- AI Testing Tools · ph · 2026-10-20 · 1 upvotes · similarity 0.41
- PandaProbe · ph · 2026-05-03 · 341 upvotes · similarity 0.41
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.