paddleocr
Reads text from scanned pages, photos and PDFs and returns it as structured Markdown or JSON, so you can pull tables, formulas and headers out of a document without retyping them. Covers many languages and works as input for AI tools.
Searches the ENCODE genomics database, builds chromatin accessibility maps, runs batch analyses across many experiments, and helps with bioinformatics tool installation and ENCODE citations, all from natural language in Claude Code.
Claude Code
> /plugin marketplace add ammawla/encode-toolkit> /plugin install encode-toolkit@ammawla
Codex
$ npx skills add ammawla/encode-toolkit -a codex
Cursor
$ npx skills add ammawla/encode-toolkit -a cursor
Gemini CLI
$ npx skills add ammawla/encode-toolkit -a gemini-cli
GitHub Copilot
$ copilot plugin marketplace add ammawla/encode-toolkit$ copilot plugin install encode-toolkit@ammawla
OpenCode
$ npx skills add ammawla/encode-toolkit -a opencode
Windsurf
$ npx skills add ammawla/encode-toolkit -a windsurf
Search ENCODE, cross-reference 14 databases, run 7 analysis pipelines, and generate publication-ready methods — all from natural language in Claude Code.
Start from ENCODE but go everywhere: discover histone peaks, cross-reference with GWAS variants, check ClinVar pathogenicity, pull GTEx expression, analyze TF binding motifs from JASPAR, run pipelines, and generate publication-ready methods with full provenance — in one conversation.
If you use ENCODE-Toolkit, please cite:
Alex M. Mawla. (2026). ENCODE-Toolkit: an MCP server, Claude plugin, and skills suite for ENCODE genomic data access and analysis. Zenodo. https://doi.org/10.5281/zenodo.18917511
@software{mawla_2026_encode_toolkit,
author = {Mawla, Alex M.},
title = {ENCODE-Toolkit: an MCP server, Claude plugin, and skills suite for ENCODE genomic data access and analysis},
year = {2026},
publisher = {Zenodo},
doi = {10.5281/zenodo.18917511},
url = {https://doi.org/10.5281/zenodo.18917511}
}
Start a new Claude Code session and enter:
/plugin marketplace add ammawla/encode-toolkit
/plugin install encode-toolkit
That's it. All 20 tools, 47 skills, and the MCP connector are now available.
MCP-only install (tools only, no skills)
If you only need the 20 MCP tools without the 47 workflow skills:
claude mcp add encode -- uvx encode-toolkit
Other editors and platforms
npx encode-toolkit
Or in MCP client config: { "command": "npx", "args": ["encode-toolkit"] }
pip install encode-toolkit
Then use encode-toolkit as the command in any MCP client configuration:
{
"mcpServers": {
"encode": {
"command": "encode-toolkit"
}
}
}
Claude Desktop (MCP only)
Add to your claude_desktop_config.json:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"encode": {
"command": "uvx",
"args": ["encode-toolkit"]
}
}
}
No installation needed when using
uvx. Just add the config and restart Claude.
VS Code / Copilot
Add to .vscode/mcp.json in your workspace:
{
"mcp": {
"servers": {
"encode": {
"command": "uvx",
"args": ["encode-toolkit"]
}
}
}
}
Cursor
Add to .cursor/mcp.json:
{
"mcpServers": {
"encode": {
"command": "uvx",
"args": ["encode-toolkit"]
}
}
}
Windsurf
Add to .windsurf/mcp.json:
{
"mcpServers": {
"encode": {
"command": "uvx",
"args": ["encode-toolkit"]
}
}
}
ENCODE Toolkit integrates 14 databases through live API tools and guided skills.
| Database | Access Method | Use Case |
|---|---|---|
| ENCODE | 20 MCP tools (live API) | ChIP-seq, ATAC-seq, RNA-seq, Hi-C, WGBS, CUT&RUN data |
| GTEx | REST API (skill) | Tissue-specific gene expression across 54 tissues |
| ClinVar | E-utilities (skill) | Variant clinical significance and pathogenicity |
| GWAS Catalog | REST API (skill) | Trait-variant associations from genome-wide studies |
| JASPAR | REST API (skill) | Transcription factor binding motif profiles |
| CellxGene | Census API (skill) | Single-cell expression atlas across tissues |
| gnomAD | GraphQL (skill) | Population allele frequencies and gene constraint |
| Ensembl | REST API (skill) | VEP annotation, Regulatory Build, coordinate liftover |
| UCSC Genome Browser | REST API (skill) | cCRE tracks, TF clusters, sequence retrieval |
| GEO | E-utilities (skill) | Complementary expression/epigenomic datasets |
| PubMed | MCP server | Literature search and citation |
| bioRxiv | MCP server | Preprint discovery |
| ClinicalTrials.gov | MCP server | Clinical trial cross-reference |
| Open Targets | MCP server | Drug target identification |
More example prompts
Using genomics databases today means:
With ENCODE Toolkit, just tell Claude what you need:
"Find all histone ChIP-seq data for human pancreas tissue"
Claude searches ENCODE, returns a structured table of 66 experiments with targets, replicates, and file counts. Downloads are organized by experiment with MD5 verification and full provenance tracking.
Five core tools are shown below. The remaining 15 are collapsed for readability.
encode_search_experimentsSearch ENCODE experiments with 20+ filters.
| Parameter | Type | Description |
|---|---|---|
assay_title | string | Assay type: "Histone ChIP-seq", "ATAC-seq", "total RNA-seq", "Hi-C", etc. |
organism | string | Species (default: "Homo sapiens") |
organ | string | Organ: "pancreas", "brain", "liver", "heart", "kidney", etc. |
biosample_type | string | "tissue", "cell line", "primary cell", "organoid" |
target | string | ChIP target: "H3K27me3", "H3K4me3", "CTCF", etc. |
biosample_term_name | string | Specific biosample: "GM12878", "HepG2", etc. |
limit | int | Max results (default: 25) |
encode_get_experimentGet full details for a single experiment including all files, quality metrics, and audit info.
| Parameter | Type | Description |
|---|---|---|
accession | string | Experiment ID (e.g., "ENCSR133RZO") |
encode_download_filesDownload specific files by accession to a local directory.
| Parameter | Type | Description |
|---|---|---|
file_accessions | list[str] | File IDs to download (e.g., ["ENCFF635JIA"]) |
download_dir | string | Local path to save files |
organize_by | string | "flat", "experiment", "format", "experiment_format" |
verify_md5 | bool | Verify file integrity (default: true) |
encode_batch_downloadSearch + download in one step. Runs in preview mode by default.
| Parameter | Type | Description |
|---|---|---|
download_dir | string | Local path to save files |
file_format | string | File format to download |
assay_title | string | Assay type filter |
organ | string | Organ filter |
dry_run | bool | Preview only (default: true). Set false to download. |
encode_track_experimentTrack an experiment locally with its publications, methods, and pipeline info.
| Parameter | Type | Description |
|---|---|---|
accession | string | Experiment ID to track |
fetch_publications | bool | Fetch associated publications (default: true) |
fetch_pipelines | bool | Fetch pipeline/analysis info (default: true) |
notes | string | Optional notes to attach |
Search and discovery tools (4)
encode_list_filesList files for a specific experiment with format/type filters.
| Parameter | Type | Description |
|---|---|---|
experiment_accession | string | Experiment ID |
file_format | string | "fastq", "bam", "bed", "bigWig", "bigBed", etc. |
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Searches the ENCODE genomics database, builds chromatin accessibility maps, runs batch analyses across many experiments, and helps with bioinformatics tool installation and ENCODE citations, all from natural language in Claude Code. Install it with the command on its page. It includes accessibility-aggregation, batch-analysis, bioinformatics-installer. Its skills do not fire on their own yet. Free and open source.
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