ensembl-mcp-server

Public Hosted Server: https://ensembl.caseyjhand.com/mcp

Overview

Gene, sequence, and variant data for vertebrates and other model organisms from the Ensembl REST API. Look up genes, fetch sequences, predict variant consequences, find orthologs, and cross-reference external databases from any MCP client. Runs as a stdio process, a local Streamable HTTP server, or the public hosted endpoint above.

Tools

Resources

All resource data is also reachable via the ensembl_list_species tool, which additionally filters by name.

Prompts

Related MCP server: Ensembl MCP Server

Capability reference

ensembl_list_species tool

• Optional division (EnsemblVertebrates, EnsemblPlants, EnsemblFungi, EnsemblMetazoa, EnsemblProtists; omitted, the endpoint default — vertebrates, ~356 species on GRCh38) and nameContains, a substring match against name, display name, and common name

• Returns the internal name every other tool expects (homo_sapiens), plus display name, common name, taxon ID, assembly, and division

ensembl_lookup_gene tool

• Exactly one of symbol (+ species, default homo_sapiens), id, ids, or symbols (batches up to 20); expand_transcripts (default false) adds the transcript list with biotype and canonical flag

• A single lookup returns gene; a batch returns a succeeded/failed split with per-item errors instead of failing the call. Errors: not_found, invalid_species, no_input, conflicting_input

ensembl_get_sequence tool

• A stable ID (ENSG…/ENST…/ENSP…) or a region (species:chr:start-end, or chr:start-end with species; at most 10,000,000 bases); type is genomic (default), cdna, cds, or protein, the last three from a transcript or protein ID only; expand_5prime/expand_3prime add flanking bases

• Returns a window set by offset (default 0) and max_length (default 10000, 0 uncapped); length is the full sequence length, and truncated/nextOffset say where to resume

• Errors: not_found, type_mismatch, missing_species, invalid_region

ensembl_query_region tool

• species and region (chr:start-end, at most 5,000,000 bases); feature defaults to ["gene"] and also accepts transcript, variation, regulatory, exon; optional biotype filter

• max_results caps the list (default 100, 0 uncapped) while totalCount reports the true count; assemblyName names the coordinates' assembly, and exon rows carry parentId and rank. Errors: invalid_region, invalid_species

ensembl_predict_variant tool

• variant as HGVS (transcript-relative or genomic), region+allele (chr:start:end:strand/allele), or a dbSNP rsID

• Returns the most severe consequence, per-transcript impact (HIGH/MODERATE/LOW/MODIFIER), and colocated known variants with clinical significance. Errors: invalid_notation, not_found

• max_transcript_consequences and max_pubmed_ids_per_variant (default 10 each, 0 uncapped; include_all_colocated_pubmed lifts the PubMed cap) bound the result, while transcriptConsequencesTotal and pubmedTotal report the full counts

ensembl_get_homology tool

• Exactly one of symbol (+ species, default homo_sapiens) or id; type is orthologues (default), paralogues, or all; optional target_species filter

• max_results caps the list (default 25, 0 uncapped) while totalCount reports the true count. Errors: not_found, no_input, conflicting_input

ensembl_get_xrefs tool

• id (ENSG…/ENST…) required; optional dbname filter (e.g. HGNC, Uniprot_gn, EntrezGene, MIM_GENE, RefSeq_mRNA, Reactome, GO)

• Returns the full cross-reference set (56+ entries for a well-annotated gene such as BRCA2). Errors: not_found

ensembl://gene/{id} resource

• id is a gene stable ID (ENSG…); version suffix optional

• Returns location, biotype, description, and transcript list. Errors: not_found

ensembl://transcript/{id} resource

• id is a transcript stable ID (ENST…); version suffix optional

• Returns parent gene, location, biotype, canonical flag, and length. Errors: not_found

ensembl://species resource

• No parameters — returns the endpoint default division (vertebrates, ~356 species on the default GRCh38 endpoint)

• For a named division, read ensembl://species/{division} instead

ensembl://species/{division} resource

• division required: EnsemblVertebrates, EnsemblPlants, EnsemblFungi, EnsemblMetazoa, or EnsemblProtists

• Returns that division's species — internal name, display name, assembly, taxon ID, and division

ensembl_gene_dossier prompt

• Arguments: gene_symbol required; species optional (default homo_sapiens)

• Sequences a 7-step workflow: resolve the gene → fetch the protein sequence → find variants in the locus → predict variant consequences → find cross-species orthologs → get external database IDs → synthesize the dossier

Features

Built on @cyanheads/mcp-ts-core: stdio and Streamable HTTP transports, pluggable auth (none / jwt / oauth), swappable storage (in-memory, filesystem, Supabase, Cloudflare KV/R2/D1), structured logging with optional OpenTelemetry tracing.

Ensembl-specific:

• Keyless REST API — no API key required; Ensembl REST is fully public at 55,000 req/hr

• Rate-limit-aware service layer: retries 429 honoring Retry-After, and retries transient 5xx and HTML error pages

• Batch POST endpoints used throughout — POST /lookup/id and POST /lookup/symbol/{species} (up to 1,000 items each upstream) reduce N+1 round trips in multi-gene workflows

• GRCh37 legacy support via ENSEMBL_BASE_URL — point the entire server at https://grch37.rest.ensembl.org for clinical workflows on the older assembly

• All coordinate-bearing responses echo the assembly name so agents never see a bare genomic position without assembly context

Agent-friendly output:

• ensembl_get_sequence returns sequences in bounded windows (10,000 characters by default) with the full length and a nextOffset to continue, so a long gene or locus never lands in one response unasked

• ensembl_list_species is explicitly the discovery step — tool descriptions call out the opaque internal-name format and direct agents to it before using species-dependent tools

• Cross-tool chaining made explicit: xref IDs from ensembl_get_xrefs are described as inputs for protein and literature servers; the ensembl_gene_dossier prompt sequences all 6 tools into one research workflow

Getting started

Public Hosted Instance

A public instance is available at https://ensembl.caseyjhand.com/mcp — no installation required. Point any MCP client at it via Streamable HTTP:

{
  "mcpServers": {
    "ensembl-mcp-server": {
      "type": "streamable-http",
      "url": "https://ensembl.caseyjhand.com/mcp"
    }
  }
}

Self-Hosted / Local

Add the following to your MCP client configuration file.

{
  "mcpServers": {
    "ensembl-mcp-server": {
      "type": "stdio",
      "command": "bunx",
      "args": ["@cyanheads/ensembl-mcp-server@latest"],
      "env": {
        "MCP_TRANSPORT_TYPE": "stdio",
        "MCP_LOG_LEVEL": "info"
      }
    }
  }
}

Or with npx (no Bun required):

{
  "mcpServers": {
    "ensembl-mcp-server": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@cyanheads/ensembl-mcp-server@latest"],
      "env": {
        "MCP_TRANSPORT_TYPE": "stdio",
        "MCP_LOG_LEVEL": "info"
      }
    }
  }
}

Or with Docker:

{
  "mcpServers": {
    "ensembl-mcp-server": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "MCP_TRANSPORT_TYPE=stdio",
        "ghcr.io/cyanheads/ensembl-mcp-server:latest"
      ]
    }
  }
}

For Streamable HTTP, set the transport and start the server:

MCP_TRANSPORT_TYPE=http MCP_HTTP_PORT=3010 bun run start:http
# Server listens at http://localhost:3010/mcp

Prerequisites

• Bun v1.4.0 or higher (or Node.js v24+).

• No API key required — Ensembl REST is fully public.

Installation

1. Clone the repository:

git clone https://github.com/cyanheads/ensembl-mcp-server.git

2. Navigate into the directory:

cd ensembl-mcp-server

3. Install dependencies:

bun install

4. Configure environment:

cp .env.example .env
# edit .env if you need to override ENSEMBL_BASE_URL (e.g. for GRCh37)

Configuration

All configuration is validated at startup via Zod schemas in src/config/server-config.ts.

See .env.example for the full list of optional overrides.

Running the server

Local development

• Build and run:

  # One-time build
  bun run rebuild
  
  # Run the built server
  bun run start:stdio
  # or
  bun run start:http

• Run checks and tests:

  bun run devcheck   # Lint, format, typecheck, security
  bun run test       # Vitest test suite
  bun run lint:mcp   # Validate MCP definitions against spec

Docker

docker build -t ensembl-mcp-server .
docker run --rm -p 3010:3010 ensembl-mcp-server

The Dockerfile defaults to HTTP transport, stateless session mode, and logs to /var/log/ensembl-mcp-server. OpenTelemetry peer dependencies are installed by default — build with --build-arg OTEL_ENABLED=false to omit them.

Project structure

Development guide

See CLAUDE.md for development guidelines and architectural rules. The short version:

• Handlers throw, framework catches — no try/catch in tool logic

• Use ctx.log for request-scoped logging, ctx.state for tenant-scoped storage

• Register new tools and resources in the createApp() arrays in src/index.ts

• Wrap external API calls: validate raw → normalize to domain type → return output schema; never fabricate missing fields

Contributing

Issues are welcome. Run checks and tests before submitting:

bun run devcheck
bun run test

License

Apache-2.0 — see LICENSE for details.