How to Use the Ensembl MCP in Cursor
Generate code using real Ensembl genomic data directly in Cursor during your active coding sessions.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Ensembl MCP to Cursor
Create your Vinkius account to connect Ensembl to Cursor and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Generate bioinformatic scripts in Cursor with real data
The `get_sequence_id` tool fetches raw DNA or protein sequences directly into your Cursor editor. When writing python scripts to analyze genes, Cursor uses this tool to pull actual sequences instead of generating fake placeholder text. This means your test suites run against real Ensembl data from the start. Your Cursor agent writes the parsing logic, executes the tool to grab the sequence, and verifies that your code handles the actual genomic string format correctly.
Resolve gene identifiers while writing code
The `get_lookup_id` and `get_xrefs_symbol` tools map external gene symbols to stable Ensembl identifiers inside your Cursor editor. As you write database migration scripts or data pipelines, the editor queries the Ensembl MCP Server to verify that your target IDs exist. Your Cursor agent can also invoke `get_xrefs_id` to fetch linked external references for any given gene. This prevents database foreign key failures by verifying biological identifiers before you run your pipeline code.
Annotate variant files directly in your Cursor terminal
The `get_vep_bulk` tool calculates variant consequences for large coordinate batches within the Cursor agent workspace. When debugging a pipeline that processes VCF files, Cursor calls this endpoint to predict variant effects on the fly. You can inspect predicted consequences for multiple regions without leaving your active Cursor codebase. The Cursor agent uses the returned JSON payload to write and test your custom variant filtering algorithms on actual Ensembl genomic data.
Set up Ensembl MCP in Cursor
Prerequisites
- Cursor installed (macOS, Windows, or Linux)
- Active Vinkius subscription with a valid endpoint token
- 1
Open MCP Settings
Go to Cursor Settings → MCP or open the Command Palette (
Cmd+Shift+P/Ctrl+Shift+P) and search for "MCP: Add Server". - 2
Add the Ensembl MCP
Cursor will create or open
.cursor/mcp.jsonin your project root. Paste the JSON snippet on the right. Replace[YOUR_TOKEN_HERE]with your endpoint token from cloud.vinkius.com. - 3
Enable Agent mode
Open Composer (
Cmd+I/Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode. - 4
Verify the connection
Ask Cursor something like "List my recent Ensembl transactions." If the MCP tools are loaded correctly, Cursor will call the Ensembl tools automatically. You can also check Settings → MCP for a green status indicator.
{
"mcpServers": {
"ensembl-mcp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
} Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Ensembl. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Common questions about Ensembl MCP in Cursor
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