Uniprot Link

Python 3.12+ CI Conformance License: MIT

An MCP server (Streamable HTTP) that grounds protein research in the UniProt SPARQL endpoint (https://sparql.uniprot.org/sparql) — a QLever-backed SPARQL 1.1 service over ~232 billion triples in 21 named graphs. It exposes intent-named, token-economical tools, a guarded raw-SPARQL escape hatch, and UniProt's curated example queries.

[!IMPORTANT] Research use only. Not clinical decision support. Do not use for diagnosis, treatment, triage, or patient management.

Why

UniProt's SPARQL endpoint can answer questions no REST route can — cross-graph joins over sequence features, variants, diseases, GO terms, taxonomy and cross-references — but it is a hostile surface to write against. QLever is very fast on bound joins and falls off a cliff on shapes that look harmless: property paths inside OPTIONAL, GROUP_CONCAT over large literals, ORDER BY before LIMIT. The failure mode is not an error, it is a 45-minute server timeout.

This server carries that discipline so the model does not have to. The typed tools compile to anchored, timeout-safe queries; search_sparql_query admits only bounded SELECT/ASK (CONSTRUCT/DESCRIBE and SERVICE federation are rejected, and a LIMIT is auto-injected into unbounded SELECTs); and UniProt's curated example queries are searchable and executable, so an agent learns the data model instead of guessing IRIs. Every response carries _meta.next_commands — ready-to-run {tool, arguments} steps — plus a structured error taxonomy.

Quick start

The GeneFoundry instance is hosted — no install required:

claude mcp add --transport http uniprot-link https://uniprot-link.genefoundry.org/mcp

To run your own (Python 3.12+, uv):

make install    # uv sync --group dev
make dev        # unified: REST on / and MCP on /mcp, port 8000
claude mcp add --transport http uniprot-link --scope user http://127.0.0.1:8000/mcp

There is no data build step — every call queries the live endpoint, which needs no authentication. Do set UNIPROT_LINK_SPARQL__CONTACT_EMAIL to a mailbox you read: UniProt asks programmatic clients to identify themselves in the User-Agent.

Tools

Leaf names are unprefixed per the GeneFoundry Tool-Naming Standard v1: serverInfo.name is uniprot-link and the canonical gateway namespace token is uniprot, so behind the genefoundry-router the tools surface as uniprot_<tool> (e.g. uniprot_find_proteins). Standalone MCP clients namespace them as mcp__uniprot-link__<tool>.

Data & provenance

All data comes live from the UniProt SPARQL endpoint — there is no local mirror and no snapshot, so freshness tracks UniProt's release cycle directly. The release the query builders and the named-graph inventory were validated against is pinned in uniprot_link/services/constants.py and reported by get_server_capabilities. The curated examples come from UniProt's upstream sparql-examples graph.

UniProt data is licensed CC BY 4.0. Cite it, verbatim (also served at uniprot://citation):

The UniProt Consortium. UniProt: the Universal Protein Knowledgebase in 2025. Nucleic Acids Res. 2025;53(D1):D609-D617. doi:10.1093/nar/gkae1010

Documentation

• Usage — the CLI, typical workflows, search_sparql_query rules, and the uniprot:// discovery resources.
• Configuration — every UNIPROT_LINK_* variable, the two transports, and the Host / Origin / CORS allowlists.
• Deployment — containers, the production overlays, the reverse-proxy boundary, and the build-provenance release gate.
• Architecture — the layer map, the response contract, and why QLever shapes the design.
• Development — setup, quality gates, and re-validating a query builder live.
• AGENTS.md — engineering conventions, including the SPARQL / QLever discipline.

Contributing

See AGENTS.md for conventions. make ci-local is the definition-of-done gate: format, lint, line budget, README standard, mypy, and tests. Changes to the query builders in uniprot_link/services/queries/ must be re-validated against the live endpoint with research/verify_queries.py.

License

Code: MIT © Bernt Popp. Data: UniProt is licensed CC BY 4.0 by the UniProt Consortium and requires the citation above.