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ENCODE Toolkit

作者:ammawla版本 0.3.0-beta.5i★ –i在你的电脑上运行
注册名称io.github.ammawla/encode-toolkit

安装

概览

作者提供的说明(英文原文)

20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你需要

  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "encode-toolkit": {
      "command": "npx",
      "args": [
        "-y",
        "encode-toolkit"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add encode-toolkit -- npx -y encode-toolkit

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "encode-toolkit": {
      "command": "npx",
      "args": [
        "-y",
        "encode-toolkit"
      ]
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "encode-toolkit": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "encode-toolkit"
      ]
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 ammawla 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

  • 星标数多于此分类中其他 7235 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 7235 个服务器的 5% 更新
  • 基础检查结果等于或优于此分类中其他 7235 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

ENCODE Toolkit 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.3.0-beta.5)于8个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js, Python (uv)。

有什么可以替代它?

同一分类中有:Context7, Codebase Memory, Exa

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

作者:upstash

Up-to-date docs for AI agents

电脑或云端★ 64,224MIT3天前更新
安装

Codebase Memory

作者:DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

在你的电脑上运行★ 48,148MIT20天前更新
安装

Exa

作者:exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

在云端运行★ 5,213MIT44天前更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

ENCODE Toolkit — Genomics Research Infrastructure for Claude

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.


Citation Notes

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

BibTeX
@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} }


Quick Start

Claude Code Plugin (recommended)

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 (Node.js)
npx encode-toolkit

Or in MCP client config: { "command": "npx", "args": ["encode-toolkit"] }

pip install
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"] } } }


Connected Databases

ENCODE Toolkit integrates 14 databases through live API tools and guided skills.

DatabaseAccess MethodUse Case
ENCODE20 MCP tools (live API)ChIP-seq, ATAC-seq, RNA-seq, Hi-C, WGBS, CUT&RUN data
GTExREST API (skill)Tissue-specific gene expression across 54 tissues
ClinVarE-utilities (skill)Variant clinical significance and pathogenicity
GWAS CatalogREST API (skill)Trait-variant associations from genome-wide studies
JASPARREST API (skill)Transcription factor binding motif profiles
CellxGeneCensus API (skill)Single-cell expression atlas across tissues
gnomADGraphQL (skill)Population allele frequencies and gene constraint
EnsemblREST API (skill)VEP annotation, Regulatory Build, coordinate liftover
UCSC Genome BrowserREST API (skill)cCRE tracks, TF clusters, sequence retrieval
GEOE-utilities (skill)Complementary expression/epigenomic datasets
PubMedMCP serverLiterature search and citation
bioRxivMCP serverPreprint discovery
ClinicalTrials.govMCP serverClinical trial cross-reference
Open TargetsMCP serverDrug target identification

What You Can Ask Claude

Search and explore
  • *"Find all histone ChIP-seq experiments for human pancreas tissue"*
  • *"What ATAC-seq data is available for mouse brain?"*
  • *"Search for RNA-seq on GM12878 cell line"*
  • *"What histone marks have ChIP-seq data for pancreas?"*
Download and track
  • *"Download all BED files from ENCSR133RZO to ~/data/encode"*
  • *"Track experiment ENCSR133RZO with its publications"*
  • *"Export citations for my tracked experiments as BibTeX"*
Cross-reference databases
  • *"What GWAS variants overlap islet enhancers?"*
  • *"Check ClinVar pathogenicity for rs7903146"*
  • *"Pull GTEx expression for TCF7L2 across tissues"*
  • *"Find JASPAR motifs for HNF4A binding sites"*
Run pipelines
  • *"Set up a ChIP-seq pipeline for my H3K27ac experiments"*
  • *"Run ATAC-seq analysis with ENCODE-standard QC thresholds"*
Generate methods and provenance
  • *"Log that I created filtered_peaks.bed from ENCSR133RZO using bedtools"*
  • *"Generate a methods section for my analysis with citations"*

More example prompts

Experiment details
  • *"Show me the full details for experiment ENCSR133RZO"*
  • *"What files are available for ENCSR133RZO?"*
  • *"List only the BED files from ENCSR133RZO"*
Bulk downloads
  • *"Download all FASTQs from human pancreas ChIP-seq to /data/fastqs"*
  • *"Get the IDR thresholded peaks from these experiments"*
  • *"Download the bigWig signal tracks for H3K27me3 in GRCh38"*
Compatibility analysis
  • *"Are experiments ENCSR133RZO and ENCSR000AKS compatible for combined analysis?"*
  • *"Compare these two ChIP-seq experiments"*
Provenance chains
  • *"Show me the provenance chain for my derived files"*
  • *"What files have I derived from ENCSR133RZO?"*

The Problem

Using genomics databases today means:

  1. Navigate web portals, click through dozens of filters
  2. Manually find the right experiments and files across multiple databases
  3. Write custom scripts to batch download
  4. Lose track of which files came from where

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.


Available Tools (20)

Five core tools are shown below. The remaining 15 are collapsed for readability.

encode_search_experiments

Search ENCODE experiments with 20+ filters.

ParameterTypeDescription
assay_titlestringAssay type: "Histone ChIP-seq", "ATAC-seq", "total RNA-seq", "Hi-C", etc.
organismstringSpecies (default: "Homo sapiens")
organstringOrgan: "pancreas", "brain", "liver", "heart", "kidney", etc.
biosample_typestring"tissue", "cell line", "primary cell", "organoid"
targetstringChIP target: "H3K27me3", "H3K4me3", "CTCF", etc.
biosample_term_namestringSpecific biosample: "GM12878", "HepG2", etc.
limitintMax results (default: 25)
encode_get_experiment

Get full details for a single experiment including all files, quality metrics, and audit info.

ParameterTypeDescription
accessionstringExperiment ID (e.g., "ENCSR133RZO")
encode_download_files

Download specific files by accession to a local directory.

ParameterTypeDescription
file_accessionslist[str]File IDs to download (e.g., ["ENCFF635JIA"])
download_dirstringLocal path to save files
organize_bystring"flat", "experiment", "format", "experiment_format"
verify_md5boolVerify file integrity (default: true)
encode_batch_download

Search + download in one step. Runs in preview mode by default.

ParameterTypeDescription
download_dirstringLocal path to save files
file_formatstringFile format to download
assay_titlestringAssay type filter
organstringOrgan filter
dry_runboolPreview only (default: true). Set false to download.
encode_track_experiment

Track an experiment locally with its publications, methods, and pipeline info.

ParameterTypeDescription
accessionstringExperiment ID to track
fetch_publicationsboolFetch associated publications (default: true)
fetch_pipelinesboolFetch pipeline/analysis info (default: true)
notesstringOptional notes to attach

Search and discovery tools (4)

encode_list_files

List files for a specific experiment with format/type filters.

ParameterTypeDescription
experiment_accessionstringExperiment ID
file_formatstring"fastq", "bam", "bed", "bigWig", "bigBed", etc.

| `o

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