Skill collection
InternScience/scp agent skills
- skills
- 73
- GitHub stars
- 169
- Stars
- 169 (10 forks)
- Licence
- MIT
- Last push
- Jun 2026
- Created
- Jul 2025
Install all skills
npx skills add InternScience/scpAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in InternScience/scp, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Given an rsID, query multiple databases (dbSNP, FAVOR, GWAS Catalog, ClinVar, gnomAD, PharmGKB, ClinGen) for comprehensive annotation. | InternScience/ | 169 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 2 | Use ESMFold model to predict 3D structure of the input protein sequence. | InternScience/ | 169 | 2 repos | ~721 | Automated safety check: Pass | MIT | 4 mo ago |
| 3 | Given a protein sequence and its structure, employ ProSST model to predict mutation effects and obtain the top-k mutated sequences. | InternScience/ | 169 | 2 repos | ~949 | Automated safety check: Pass | MIT | 4 mo ago |
| 4 | Calculate atmospheric parameters including Coriolis parameter, geostrophic wind, heat index, potential temperature, and dewpoint for meteorology and climate science. | InternScience/ | 169 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 5 | Search biomedical literature and web content using Tavily search engine for research and clinical information. | InternScience/ | 169 | 1 repo | ~598 | Automated safety check: Pass | MIT | 4 mo ago |
| 6 | Calculate buoyancy forces and acceleration for fluid mechanics and hydrodynamics analysis. | InternScience/ | 169 | 1 repo | ~540 | Automated safety check: Pass | MIT | 4 mo ago |
| 7 | Calculate electrical capacitance from geometric parameters and dielectric properties for circuit design. | InternScience/ | 169 | 1 repo | ~537 | Automated safety check: Pass | MIT | 4 mo ago |
| 8 | Search ChEMBL database for molecule information by name to retrieve bioactivity data and chemical structures. | InternScience/ | 169 | 1 repo | ~757 | Automated safety check: Pass | MIT | 4 mo ago |
| 9 | Predict protein-ligand binding affinity using Boltz-2 model to assess molecular interactions and binding probability for drug discovery. | InternScience/ | 169 | 1 repo | ~1.4k | Automated safety check: Warn | MIT | 4 mo ago |
| 10 | Calculate mass percentages and stoichiometric ratios for chemical reactions and compound compositions. | InternScience/ | 169 | 1 repo | ~521 | Automated safety check: Pass | MIT | 4 mo ago |
| 11 | Analyze chemical structures from compound names to retrieve SMILES, molecular formulas, molecular weight, and LogP values. | InternScience/ | 169 | 1 repo | ~838 | Automated safety check: Pass | MIT | 4 mo ago |
| 12 | Retrieve SMILES strings from PubChem database using compound names to obtain molecular structures from common chemical names. | InternScience/ | 169 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 13 | Comprehensive protein analysis combining InterProScan domain identification with BLAST similarity search to provide complete functional and evolutionary annotation. | InternScience/ | 169 | 1 repo | ~2k | Automated safety check: Pass | MIT | 4 mo ago |
| 14 | Predict a molecule's ability to reverse disease states using DLEPS (Disease-Ligand Embedding Projection Score) for drug repositioning and discovery. | InternScience/ | 169 | 1 repo | ~931 | Automated safety check: Pass | MIT | 4 mo ago |
| 15 | Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties. | InternScience/ | 169 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 16 | Comprehensive drug screening pipeline from molecular filtering through QED/ADMET criteria to protein-ligand docking, identifying promising drug candidates. | InternScience/ | 169 | 1 repo | ~2k | Automated safety check: Pass | MIT | 4 mo ago |
| 17 | Predict the ADMET (absorption, distribution, metabolism, excretion, and toxicity) properties of the input molecules. | InternScience/ | 169 | 1 repo | ~873 | Automated safety check: Pass | MIT | 4 mo ago |
| 18 | Retrieve SMILES strings from PubChem using compound names. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~794 | Automated safety check: Pass | MIT | 4 mo ago |
| 19 | Check if the input protein sequence or molecule SMILES string is valid. | InternScience/ | 169 | 1 repo | ~1k | Automated safety check: Pass | MIT | 4 mo ago |
| 20 | Calculate disease reversal scores for the provided molecules relative to a specific disease. | InternScience/ | 169 | 1 repo | ~888 | Automated safety check: Pass | MIT | 4 mo ago |
| 21 | Compute the drug-likeness metrics (QED score and Number of violations of Lipinski's Rule of Five) of the input candidate molecules (SMILES format). | InternScience/ | 169 | 1 repo | ~832 | Automated safety check: Pass | MIT | 4 mo ago |
| 22 | Implement data transmission between the local computer and the MCP Server using Base64 encoding | InternScience/ | 169 | 1 repo | ~947 | Automated safety check: Pass | MIT | 4 mo ago |
| 23 | Generate new molecules sampling from the input two warhead fragments. | InternScience/ | 169 | 1 repo | ~914 | Automated safety check: Pass | MIT | 4 mo ago |
| 24 | Calculate different types of molecular properties based on SMILES strings, covering basic physicochemical properties, hydrophobicity, hydrogen bonding capability, molecular complexity, topological… | InternScience/ | 169 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 25 | Compute the Tanimoto similarities between a target molecule and a list of candidate molecules using Morgan fingerprints. | InternScience/ | 169 | 1 repo | ~849 | Automated safety check: Pass | MIT | 4 mo ago |
| 26 | Generate new molecules sampling from the input molecule. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~971 | Automated safety check: Pass | MIT | 4 mo ago |
| 27 | Generate new peptide molecules sampling from the input peptide sequence. | InternScience/ | 169 | 1 repo | ~890 | Automated safety check: Pass | MIT | 4 mo ago |
| 28 | Generate new molecules sampling from the input scaffold. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~857 | Automated safety check: Pass | MIT | 4 mo ago |
| 29 | Search the protein information from the input gene name and downloads the optimal PDB or AlphaFold structures. | InternScience/ | 169 | 1 repo | ~789 | Automated safety check: Pass | MIT | 4 mo ago |
| 30 | Retrieve genomic sequences from Ensembl database using transcript or gene IDs to obtain nucleotide and protein sequences. | InternScience/ | 169 | 1 repo | ~746 | Automated safety check: Pass | MIT | 4 mo ago |
| 31 | Assess drug risks and adverse effects using FDA drug database to retrieve safety information and risk profiles. | InternScience/ | 169 | 1 repo | ~753 | Automated safety check: Pass | MIT | 4 mo ago |
| 32 | Given a gene symbol (e.g. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~1.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 33 | Calculate volumes of geometric shapes for engineering design and mathematical analysis. | InternScience/ | 169 | 1 repo | ~527 | Automated safety check: Pass | MIT | 4 mo ago |
| 34 | Analyze protein sequences using InterProScan to identify functional domains, protein families, and Gene Ontology (GO) annotations. | InternScience/ | 169 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 4 mo ago |
| 35 | Search KEGG database for gene information to retrieve pathway associations, functional annotations, and disease links. | InternScience/ | 169 | 1 repo | ~771 | Automated safety check: Pass | MIT | 4 mo ago |
| 36 | Calculate material density and volume from mass and geometric dimensions for materials mechanics analysis. | InternScience/ | 169 | 1 repo | ~497 | Automated safety check: Pass | MIT | 4 mo ago |
| 37 | Analyze measurement errors, uncertainties, and statistical variations in experimental data for quality control. | InternScience/ | 169 | 1 repo | ~553 | Automated safety check: Pass | MIT | 4 mo ago |
| 38 | Perform meta-analysis on scientific studies to synthesize research findings and generate comprehensive reports with statistical summaries. | InternScience/ | 169 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 39 | Calculate advanced molecular descriptors including shape indices, connectivity indices, and structural features for QSAR and drug discovery. | InternScience/ | 169 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 4 mo ago |
| 40 | Convert between molecular formats including SMILES, InChI, InChIKey, and SELFIES for cheminformatics applications. | InternScience/ | 169 | 1 repo | ~1.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 41 | Calculate basic molecular properties from SMILES including molecular weight, formula, atom counts, and exact mass. | InternScience/ | 169 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 4 mo ago |
| 42 | Comprehensive molecular property analysis covering basic info, hydrophobicity, H-bonding, structural complexity, topology, drug-likeness, charge distribution, and complexity metrics. | InternScience/ | 169 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 4 mo ago |
| 43 | Search for similar molecules using Tanimoto similarity with Morgan fingerprints to identify structurally related compounds. | InternScience/ | 169 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 44 | Retrieve gene information from NCBI Gene database by gene IDs to obtain genomic details, function, and expression data. | InternScience/ | 169 | 1 repo | ~599 | Automated safety check: Pass | MIT | 4 mo ago |
| 45 | Calculate seawater thermodynamic properties using TEOS-10 standard including density, salinity, sound speed, and freezing temperature for oceanography. | InternScience/ | 169 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 46 | Retrieve disease-associated targets from Open Targets using disease EFO IDs to identify therapeutic targets. | InternScience/ | 169 | 1 repo | ~621 | Automated safety check: Pass | MIT | 4 mo ago |
| 47 | Calculate optical frequency and wavelength relationships for photonics and electromagnetic analysis. | InternScience/ | 169 | 1 repo | ~499 | Automated safety check: Pass | MIT | 4 mo ago |
| 48 | Calculate peptide sequence properties including molecular weight, isoelectric point, extinction coefficient, and chemical formula. | InternScience/ | 169 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 4 mo ago |
Questions, answered from the data.
What is the best skill in InternScience/scp?
Comprehensive Variant Annotation from InternScience/scp ranks first of the 73 skills in InternScience/scp listed here, with the highest score: its repository has 169 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 2.2k tokens and it passes the automated safety check with no findings. Next come Drugsda Esmfold and Drugsda Prosst.
Are the skills in InternScience/scp official?
None yet. All 73 skills in InternScience/scp listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from InternScience/scp?
Run npx skills add InternScience/scp in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.