Skip to main content
Glama

microbe-mcp

Análisis de microbioma / amplicón (16S · ITS) aguas abajo con MCP. Envuelve scripts de R como vegan / DESeq2 / edgeR / igraph / Hmisc / randomForest / ggtree como herramientas, produciendo png + pdf mediante Rscript local.

Los gráficos se alinean con dos artículos públicos (para replicar el diseño, sin incluir sus datos originales):

  • Liu et al. 2023, Nature Microbiology — Microbiota foliar del añublo del arroz

  • Zhou et al. 2022, Nature Communications — Microbiota sintética trans-reino de la marchitez del tomate

Motor R

Prioridad: MICROBE_RSCRIPT → Rscript en PATH → C:\Program Files\R\... / registro.

$env:MICROBE_RSCRIPT = "C:\Program Files\R\R-4.5.1\bin\Rscript.exe"
uv run microbe-cli

Related MCP server: methods-mcp

Contrato de datos (3 CSV)

Archivo

Columnas requeridas

feature_table.csv

feature_id + recuentos por muestra

taxonomy.csv

feature_id + dominio, filo, clase, orden, familia, género, especie, o cadena separada por punto y coma de QIIME

metadata.csv

sample_name + group; columnas numéricas opcionales de entorno/metabolitos

Herramientas (9)

microbe_env microbe_alpha microbe_beta microbe_composition microbe_diff microbe_network microbe_rf microbe_corr microbe_tree

No incluye reads → ASV (DADA2/QIIME2). Basta con una tabla de características existente para conectar.

Pruebas

python tests/prep_test.py   # 合成扩增子表,无真实样本
python tests/smoke.py

Registro

{
  "mcpServers": {
    "microbe": {
      "command": "uv",
      "args": ["run", "--directory", "/absolute/path/to/microbe-mcp", "server.py"],
      "env": { "MICROBE_RSCRIPT": "/path/to/Rscript" }
    }
  }
}

Licencia

MIT.

Related MCP Connectors

Related MCP Servers

  • A
    license
    C
    quality
    C
    maintenance
    An MCP server that enables single-cell RNA sequencing analysis through natural language, supporting data processing, visualization, and analysis tasks without requiring coding knowledge.
    52
    12
    BSD 3-Clause
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server for searching and accessing RNA sequencing datasets from the European Nucleotide Archive (ENA), supporting bulk, single-cell, and spatial transcriptomics with advanced filtering and download capabilities.
    11
    3,713 PyPI
    1
    Apache 2.0