 bioRxiv | Research & strategy | – | – | 88 tools: 100% read, 0% write, 0% delete (estimated) |
 ChEMBL | Research & strategy | – | – | 66 tools: 100% read, 0% write, 0% delete (estimated) |
 BioRender | Design & creative | – | 66 tools: 67% read, 33% write, 0% delete (estimated)UI |
 AdisInsight | Research & strategy | – | – | 77 tools: 86% read, 14% write, 0% delete (estimated)UI |
 Open Targets | Research & strategy | – | – | 44 tools: 100% read, 0% write, 0% delete (estimated) |
 Cortellis Regulatory Intelligence | Legal, risk & compliance | – | – | 11 tools: 0% read, 100% write, 0% delete (estimated) |
 Synapse.org | Research & strategy | – | – | 55 tools: 100% read, 0% write, 0% delete (estimated) |
 Medidata | Research & strategy | – | – | 33 tools: 100% read, 0% write, 0% delete (estimated) |
 Boltz API | Science & engineering | – | – | 1010 tools: 70% read, 30% write, 0% delete (estimated) |
 Owkin | Science & engineering | – | – | 99 tools: 56% read, 44% write, 0% delete (estimated) |
 Synthesize Bio | Science & engineering | – | – | 66 tools: 83% read, 17% write, 0% delete (estimated) |
 LatchBio | Science & engineering | – | – | 99 tools: 89% read, 11% write, 0% delete (estimated) |
 Helix GenoSphere | Research & strategy | – | – | 55 tools: 100% read, 0% write, 0% delete (estimated) |
 Inductive Bio | Science & engineering | – | – | 22 tools: 50% read, 50% write, 0% delete (estimated) |
 EDEN by Basecamp Research | Science & engineering | – | – | 66 tools: 33% read, 50% write, 17% delete (estimated) |
 Amass Connector | Research & strategy | – | 1414 tools: 93% read, 7% write, 0% delete (estimated) |
 Cortellis CMC Intelligence | Legal, risk & compliance | – | – | 11 tools: 0% read, 100% write, 0% delete (estimated) |
 Maven Bio | Finance & accounting | – | 1616 tools: 69% read, 31% write, 0% delete (estimated) |
 NGS Analysis Workbench | Science & engineering | – | – | – |
 Benchling | Science & engineering | – | – | 33 tools: 33% read, 67% write, 0% delete (estimated) |
 Tamarind Bio | Science & engineering | – | – | 4747 tools: 66% read, 15% write, 19% delete |
 Proto | Science & engineering | – | – | 1111 tools: 64% read, 27% write, 9% deleteUI |
 Inductive | Science & engineering | – | – | 22 tools: 100% read, 0% write, 0% delete |
 smarts.bio: AI for biology | Science & engineering | – | – | 1919 tools: 68% read, 26% write, 5% deleteUI |
 Ketryx | Legal, risk & compliance | – | – | 99 tools: 100% read, 0% write, 0% delete (estimated) |
 PubCrawl | Research & strategy | – | – | 1212 tools: 83% read, 17% write, 0% delete (estimated) |
 SciLeads | Sales & CRM | – | – | 1414 tools: 100% read, 0% write, 0% delete |
 Rowan | Science & engineering | – | – | 2121 tools: 62% read, 24% write, 14% delete |
 Genomic Intelligence | Science & engineering | – | – | 1515 tools: 53% read, 47% write, 0% delete |
 NyquistAI | Research & strategy | – | – | 1010 tools: 100% read, 0% write, 0% delete |
 ClinicalTrials.gov Explorer (by BLEN) | Research & strategy | – | – | 33 tools: 67% read, 33% write, 0% delete (estimated) |
 BioSkepsis | Research & strategy | – | – | 66 tools: 67% read, 33% write, 0% delete (estimated) |
 mcp.gosset.ai | Research & strategy | – | 1919 tools: 89% read, 11% write, 0% deleteUI |
 smarts.bio | Science & engineering | – | – | 1313 tools: 69% read, 31% write, 0% delete (estimated) |
 Molecular Structure Viewer | Science & engineering | – | – | – |
 Addgene | Science & engineering | – | – | 55 tools: 100% read, 0% write, 0% delete (estimated) |
 NyquistAI MedTech | Legal, risk & compliance | – | – | 1010 tools: 100% read, 0% write, 0% delete (estimated) |
 Revvity Signals AI | Science & engineering | – | – | 11 tools: 0% read, 100% write, 0% delete (estimated) |
 Life Analytics IAS | Science & engineering | – | – | 44 tools: 100% read, 0% write, 0% delete |
 Convoke | Research & strategy | – | 22 tools: 100% read, 0% write, 0% delete (estimated) |
 Rhizome AI | Legal, risk & compliance | – | 77 tools: 71% read, 14% write, 14% deleteUI |
 DocNexus Advanced Search MCP | Sales & CRM | – | – | 1111 tools: 45% read, 55% write, 0% delete (estimated) |
| Virtual Fly Brain | Research & strategy | – | – | 33 tools: 100% read, 0% write, 0% delete (estimated) |
 Biological Sequence & Alignment Viewer | Science & engineering | – | – | – |
 Jenner Analytics | Data & analytics | – | – | 44 tools: 50% read, 50% write, 0% delete (estimated) |
 Protplex | Science & engineering | – | – | 33 tools: 100% read, 0% write, 0% delete |
 DrugBank | Research & strategy | – | – | 33 tools: 100% read, 0% write, 0% delete |
 Enrichr MCP Server | Science & engineering | – | – | 22 tools: 50% read, 50% write, 0% delete (estimated) |
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