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Protein structure and design
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Query ClinicalTrials.gov API v2 for trial data. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 374 | 1 repo | ~4.6k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 98 | Parse local DrugBank XML for drug info, interactions, targets, and properties. | jaechang-hits/ | 374 | 1 repo | ~5.8k | Automated safety check: Pass | Unknown | 12 days ago |
| 99 | Look up EMDB cryo-EM density maps and fitted atomic models via the entry REST API + EBI Search WS. | jaechang-hits/ | 374 | 1 repo | ~4.9k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 100 | Protein language models (ESM3, ESM C) for sequence generation, structure prediction, inverse folding, and embeddings. | jaechang-hits/ | 374 | 1 repo | ~4k | Automated safety check: Pass | MIT | 12 days ago |
| 101 | 101.Fda Database Query openFDA REST API for adverse events (FAERS), labeling, product info, recalls, enforcement. | jaechang-hits/ | 374 | 1 repo | ~4.5k | Automated safety check: Pass | CC0-1.0 | 12 days ago |
| 102 | 102.Gtopdb Database Query IUPHAR/BPS Guide to Pharmacology (GtoPdb) for receptor-ligand interactions, target/ligand metadata, families, and approved drugs. | jaechang-hits/ | 374 | 1 repo | ~4.9k | Automated safety check: Pass | Unknown | 12 days ago |
| 103 | Query UniProt REST API: search by gene/protein name, fetch FASTA, map IDs (Ensembl, PDB, RefSeq), access Swiss-Prot annotations. | jaechang-hits/ | 374 | 1 repo | ~3.4k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 104 | 104.Esm ESM2 protein language model for embeddings and sequence scoring. | NeverSight/ | 217 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 105 | 105.Alphafold API Query AlphaFold protein structure predictions by UniProt accession | wentorai/ | 298 | 1 repo | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 106 | Search and retrieve 3D protein structures from the RCSB Protein Data Bank | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 107 | Compose auditable protein-design operations through the configured OpenAI4S protein-design MCP connector: target-conditioned RFdiffusion backbone generation, constrained ProteinMPNN sequence design… | PKU-YuanGroup/ | 622 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 108 | 108.Drugsda Esmfold Use ESMFold model to predict 3D structure of the input protein sequence. | InternScience/ | 170 | 1 repo | ~721 | Automated safety check: Pass | MIT | 4 mo ago |
| 109 | 109.Drugsda Prosst Given a protein sequence and its structure, employ ProSST model to predict mutation effects and obtain the top-k mutated sequences. | InternScience/ | 170 | 1 repo | ~949 | Automated safety check: Pass | MIT | 4 mo ago |
| 110 | Comprehensive drug screening pipeline from molecular filtering through QED/ADMET criteria to protein-ligand docking, identifying promising drug candidates. | InternScience/ | 170 | 1 repo | ~2k | Automated safety check: Pass | MIT | 4 mo ago |
| 111 | Search the protein information from the input gene name and downloads the optimal PDB or AlphaFold structures. | InternScience/ | 170 | 1 repo | ~789 | Automated safety check: Pass | MIT | 4 mo ago |
| 112 | Retrieve protein sequences and functional information from UniProt database by protein name, enabling protein analysis and bioinformatics workflows. | InternScience/ | 170 | 1 repo | ~2k | Automated safety check: Pass | MIT | 4 mo ago |
| 113 | Query ChEMBL (2M+ compounds, 19M+ bioactivity measurements, 13K+ targets) via the public REST/JSON API with plain requests — no SDK install required. | jaechang-hits/ | 374 | 1 repo | ~6.4k | Automated safety check: Pass | CC-BY-SA-4.0 | 12 days ago |
| 114 | Query FDA drug labels (DailyMed) via REST API. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 374 | 1 repo | ~6k | Automated safety check: Pass | CC0-1.0 | 12 days ago |
| 115 | 115.Ddinter Database Query DDInter drug-drug interactions via REST API (1.7M+ interactions, 2,400+ drugs). | jaechang-hits/ | 374 | 1 repo | ~7.3k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 116 | Query Open Targets GraphQL API for target-disease associations, evidence, drug links, safety. | jaechang-hits/ | 374 | 1 repo | ~5.1k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 117 | 117.Pdb Database Query RCSB PDB (200K+ structures) via the public REST + GraphQL APIs with plain requests (no SDK). | jaechang-hits/ | 374 | 1 repo | ~7.7k | Automated safety check: Pass | BSD-3-Clause | 12 days ago |
| 118 | 118.Unichem Database Cross-reference compound IDs across 20+ databases (ChEMBL, DrugBank, PubChem, ChEBI, PDB, SureChEMBL, HMDB, DrugCentral, BindingDB) via UniChem REST API. | jaechang-hits/ | 374 | 1 repo | ~8.8k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 119 | Build, validate, convert, and troubleshoot AlphaFold 3 input JSON files before prediction runs. | VectorSpaceLab/ | 331 | — | ~619 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 120 | 120.Diffdock Diffusion-based docking that predicts protein-ligand poses without a predefined site. | jaechang-hits/ | 374 | — | ~3.2k | Automated safety check: Pass | MIT | 12 days ago |
| 121 | End-to-end protein design pipeline guide across preparation, generation, validation, and filtering. | BioTender-max/ | 200 | — | ~1.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 122 | Protein design quality control, filtering thresholds, and ranking guidance. | BioTender-max/ | 200 | — | ~2.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 123 | Proteina-Complexa flow-based protein backbone generation with fold-conditioned sampling guidance. | BioTender-max/ | 200 | — | ~1.4k | Automated safety check: Notes | MIT | 3 mo ago |
| 124 | Chai-1 structure prediction for protein complexes and design validation. | BioTender-max/ | 200 | — | ~1.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 125 | 125.Alphafold A skill your agent uses when running AlphaFold2 predictions on custom protein sequences, validating designed sequences via self-consistency, predicting binder-target complexes, or interpreting AF2… | lamm-mit/ | 246 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 126 | 126.Pdb 3D protein structure search via RCSB PDB. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~737 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 127 | ToolUniverse workflow — Protein Structure Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 128 | ToolUniverse workflow — Protein Therapeutic Design. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 129 | 129.Uniprot Protein sequence, function, and annotation lookup. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |