bioportal-mcp

A Model Context Protocol (MCP) server for interacting with the BioPortal API to search and retrieve ontology terms.

Features

• Search ontology terms: Search across BioPortal's extensive collection of biomedical ontologies
• Flexible filtering: Filter by specific ontologies (e.g., NCIT, GO, HP, MONDO)
• Exact matching: Option to require exact matches or allow fuzzy matching
• Rich results: Returns term IDs, preferred labels, and ontology information

Installation

You can install the package from source:

pip install -e .

Or using uv:

uv pip install -e .

Setup

Before using this MCP server, you need to obtain a BioPortal API key:

1. Visit BioPortal
2. Create an account or sign in
3. Go to your account settings to get your API key
4. Set the API key as an environment variable:

export BIOPORTAL_API_KEY="your_api_key_here"

Usage

As an MCP Server

Run the MCP server:

bioportal-mcp

Available Tools

search_ontology_terms

Search for ontology terms in BioPortal.

Parameters:

• query (str): The search term (e.g., "melanoma", "breast cancer", "neuron")
• ontologies (str, optional): Comma-separated list of ontology acronyms (e.g., "NCIT,GO,HP")
• max_results (int, default=10): Maximum number of results to return
• require_exact_match (bool, default=False): Whether to require exact matches
• api_key (str, optional): BioPortal API key (uses environment variable if not provided)

Returns: List of tuples containing:

• Term ID (e.g., "http://purl.obolibrary.org/obo/NCIT_C4872")
• Preferred label (e.g., "Breast Cancer")
• Ontology acronym (e.g., "NCIT")

Integration with AI Assistants

This MCP server can be integrated with AI assistants like Claude Desktop. Add the following to your MCP configuration:

{
  "mcpServers": {
    "bioportal": {
      "command": "bioportal-mcp",
      "env": {
        "BIOPORTAL_API_KEY": "your_api_key_here"
      }
    }
  }
}

Examples

# Search for cancer terms
results = search_ontology_terms("cancer")

# Search for cell types in Cell Ontology  
results = search_ontology_terms("neuron", ontologies="CL")

# Search for exact matches only
results = search_ontology_terms("melanoma", require_exact_match=True)

# Limit results
results = search_ontology_terms("disease", max_results=5)

Supported Ontologies

BioPortal hosts hundreds of ontologies. Some popular ones include:

• NCIT: NCI Thesaurus - comprehensive cancer terminology
• GO: Gene Ontology - gene and protein functions
• HP: Human Phenotype Ontology - phenotypes and clinical features
• MONDO: Disease ontology
• CHEBI: Chemical entities
• UBERON: Anatomy ontology
• CL: Cell Ontology
• SO: Sequence Ontology

Development

Local Setup

# Clone the repository
git clone https://github.com/ncbo/bioportal-mcp.git
cd bioportal-mcp

# Install development dependencies
uv pip install -e ".[dev]"

License

BSD-3-Clause