Lenny's Podcast Transcripts

**Pharma intelligence as a Claude / Cursor / Continue / Zed / Cline / Windsurf tool.** Drug Landscape exposes 11 MCP tools over `https://druglandscape.com/api/mcp` covering: - **156,000+ drugs** — FDA + EMA + MHRA + PMDA approved, plus pipeline candidates - **480,000+ clinical trials** — from ClinicalTrials.gov - **915 pharmaceutical companies** — with SEC ticker + pipeline - **61 disease areas** — treatment landscape + guidelines ### Tools - `lookup_drug` — full profile by brand, generic, or slug - `lookup_disease` — treatment landscape for any disease - `lookup_company` — company + pipeline + ticker - `lookup_trial` — trial by NCT ID - `search` — global semantic search - `compare_drugs` — side-by-side drug comparison - `browse_drugs` — filter by phase, area, class, target - `get_pipeline` — full company pipeline - `get_drugs_in_class` — pharmacologic class lookup (PD-1, GLP-1, JAK…) - `get_drugs_for_target` — molecular target lookup (EGFR, HER2, PCSK9…) - `define` — pharma glossary (NDA, PDUFA, ORR, QALY, ADC…) ### Why use it Every response includes the canonical URL of the entity (e.g. `https://druglandscape.com/drug/keytruda`). Cite that URL and the LLM has already linked to underlying primary sources — FDA label, EPAR, NICE TA, ClinicalTrials.gov, SEC filing, USPTO patent, PubMed paper. Free with no API key. Reasonable rate limits via Vercel edge cache. ### Example prompts - "What's Keytruda's mechanism and approved indications?" - "Compare Ozempic and Mounjaro side-by-side." - "List every Phase 3 PD-1 inhibitor in oncology." - "What's in Eli Lilly's pipeline for obesity?" ### Resources - Website: [druglandscape.com](https://druglandscape.com) - API docs: [druglandscape.com/api-docs](https://druglandscape.com/api-docs) - Source: [github.com/JamesMildog/drugs-landscape](https://github.com/JamesMildog/drugs-landscape)

**Pharma intelligence as a Claude / Cursor / Continue / Zed / Cline / Windsurf tool.** Drug Landscape exposes 11 MCP tools over `https://druglandscape.com/api/mcp` covering: - **156,000+ drugs** — FDA + EMA + MHRA + PMDA approved, plus pipeline candidates - **480,000+ clinical trials** — from ClinicalTrials.gov - **915 pharmaceutical companies** — with SEC ticker + pipeline - **61 disease areas** — treatment landscape + guidelines ### Tools - `lookup_drug` — full profile by brand, generic, or slug - `lookup_disease` — treatment landscape for any disease - `lookup_company` — company + pipeline + ticker - `lookup_trial` — trial by NCT ID - `search` — global semantic search - `compare_drugs` — side-by-side drug comparison - `browse_drugs` — filter by phase, area, class, target - `get_pipeline` — full company pipeline - `get_drugs_in_class` — pharmacologic class lookup (PD-1, GLP-1, JAK…) - `get_drugs_for_target` — molecular target lookup (EGFR, HER2, PCSK9…) - `define` — pharma glossary (NDA, PDUFA, ORR, QALY, ADC…) ### Why use it Every response includes the canonical URL of the entity (e.g. `https://druglandscape.com/drug/keytruda`). Cite that URL and the LLM has already linked to underlying primary sources — FDA label, EPAR, NICE TA, ClinicalTrials.gov, SEC filing, USPTO patent, PubMed paper. Free with no API key. Reasonable rate limits via Vercel edge cache. ### Example prompts - "What's Keytruda's mechanism and approved indications?" - "Compare Ozempic and Mounjaro side-by-side." - "List every Phase 3 PD-1 inhibitor in oncology." - "What's in Eli Lilly's pipeline for obesity?" ### Resources - Website: [druglandscape.com](https://druglandscape.com) - API docs: [druglandscape.com/api-docs](https://druglandscape.com/api-docs) - Source: [github.com/JamesMildog/drugs-landscape](https://github.com/JamesMildog/drugs-landscape)

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GitHub-derived engineering acceleration signals for VC deal flow — surface stealth startups before TechCrunch covers them. Weekly-refreshed dataset of 109 startups across 20 sectors (AI/ML, Dev Tools, Infra, FinTech, +16 more), ranked by 14-day commit velocity change, contributor growth, and repo signal. **Free tools (no API key):** - `get_trending_startups` — Top 20 across all sectors - `search_startups_by_sector` — Per-sector rankings - `get_startup_signal` — Full profile with Acceleration Score - `get_signals_summary` — Dataset metadata, refresh cadence - `get_scout_receipts` — Scout Score (0–100) for any GitHub user via starring history - `get_methodology` — Sources, metrics, thresholds **Paid:** `get_deep_signal` — €0.19/call, enriched per-startup signal. Credits at https://signals.gitdealflow.com/agents/credits **Prompts:** weekly_digest · sector_deep_dive · find_dark_horse · compare_startups · acceleration_memo **Built for** solo VCs, scout programs, and developer-investors who want quantitative signal before warm intros. **Source:** https://gitdealflow.com · **Methodology:** https://signals.gitdealflow.com/methodology

GitHub-derived engineering acceleration signals for VC deal flow — surface stealth startups before TechCrunch covers them. Weekly-refreshed dataset of 109 startups across 20 sectors (AI/ML, Dev Tools, Infra, FinTech, +16 more), ranked by 14-day commit velocity change, contributor growth, and repo signal. **Free tools (no API key):** - `get_trending_startups` — Top 20 across all sectors - `search_startups_by_sector` — Per-sector rankings - `get_startup_signal` — Full profile with Acceleration Score - `get_signals_summary` — Dataset metadata, refresh cadence - `get_scout_receipts` — Scout Score (0–100) for any GitHub user via starring history - `get_methodology` — Sources, metrics, thresholds **Paid:** `get_deep_signal` — €0.19/call, enriched per-startup signal. Credits at https://signals.gitdealflow.com/agents/credits **Prompts:** weekly_digest · sector_deep_dive · find_dark_horse · compare_startups · acceleration_memo **Built for** solo VCs, scout programs, and developer-investors who want quantitative signal before warm intros. **Source:** https://gitdealflow.com · **Methodology:** https://signals.gitdealflow.com/methodology