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reactome-db-mcp

by tc2fh

reactome-db-mcp

An MCP server that gives coding agents direct SQL access to a locally hosted Reactome database — schema discovery, a guarded read-only query(), and ergonomic helpers over the full GKB relational schema, all from the chat.

Python 3.12+ MCP License: MIT

Built with the official Python MCP SDK (FastMCP) over stdio. It talks straight to MySQL with pure-Python PyMySQL (run via asyncio.to_thread), so there is no build toolchain to install.

reactome-db-mcp vs reactome-mcp

They are complementary — register both:

reactome-mcp (REST)

reactome-db-mcp (this)

Backend

Reactome REST + Analysis web services

local reactome_local MySQL DB

Needs

internet; zero setup

the local DB up (MySQL + dump loaded)

Strength

curated, pre-joined objects; enrichment p-values/FDR; always current

fast, arbitrary joins + reverse navigation over the raw 242-table schema

Use it for

"what does Reactome say about X", enrichment

bespoke relational queries the REST API never exposed

Tool names are deliberately distinct (get_object vs get_entry, search_by_name vs search, …) so both can be registered without ambiguity.


Prerequisites — the local database

This server needs a running MySQL with the Reactome gk_current dump loaded as reactome_local, reachable by a read-only user. On this machine that is already set up:

  • MySQL 9.6 (Homebrew), database reactome_local (~990 MB, 242 MyISAM tables, Reactome release 96).

  • Read-only user ro_user@localhost, empty password, SELECT-only.

If mysqld isn't running (it is not registered with brew services, so it won't survive a reboot):

brew services start mysql      # reliable auto-start, or:  /opt/homebrew/opt/mysql/bin/mysqld_safe &

To rebuild the DB from scratch, see ../reactome_local_build (keeps gk_current.sql.gz).


Related MCP server: mcp-tools-sql

Quickstart

Requires uv (which manages Python ≥ 3.12 for you).

cd reactome-db-mcp
uv sync                     # install runtime deps (mcp, PyMySQL)
uv run reactome-db-mcp      # boots the server on stdio (Ctrl+C to exit)

Then register it with your agent (below) and ask something like:

"Using the reactome-db tools, look up R-HSA-69278, then list its child events in order."


Register with your agent

Standard stdio MCP server launched with uv run reactome-db-mcp. Run from inside the cloned directory.

Claude Code

claude mcp add reactome-db -- uv --directory "$PWD" run reactome-db-mcp

Codex

codex mcp add reactome-db -- uv --directory "$PWD" run reactome-db-mcp

Cursor / any other MCP client — point it at the same stdio command; a ready-to-edit example lives in .mcp.json:

{
  "mcpServers": {
    "reactome-db": {
      "type": "stdio",
      "command": "uv",
      "args": ["run", "--directory", "/absolute/path/to/reactome-db-mcp", "reactome-db-mcp"],
      "env": { "REACTOME_DB_NAME": "reactome_local" }
    }
  }
}

Tools

All tools are async and return JSON-shaped dicts, degrading to {"error": ...} rather than raising on bad input or a down database.

Schema discovery

Tool

Signature

Purpose

schema_overview

()

Primer on the class-table-inheritance model + key joins + data release. Read first. Also the schema://reactome resource.

list_tables

(filter=None, limit=500)

Tables with exact row counts + engine; filter is a name substring (e.g. _2_).

describe_table

(table)

Columns of a table: type, nullability, key, default.

Guarded raw SQL

Tool

Signature

Purpose

query

(sql, max_rows=200)

Run one read-only statement (SELECT/WITH/SHOW/DESCRIBE/EXPLAIN). Auto-LIMIT, per-query timeout, result/cell truncation.

Ergonomic helpers (sugar over the common joins)

Tool

Signature

Purpose

get_object

(id)

Assemble a full object (stable id or DB_ID) across its inheritance chain.

search_by_name

(query, classes=None, limit=25, anchored=False)

_displayName search; anchored=True is fast, wildcard is a ~1-2s scan.

get_pathway_events

(id)

Ordered child events of a pathway (via Pathway_2_hasEvent).

get_participants

(id)

Inputs / outputs / catalysts of a reaction-like event.

get_referrers

(id, attribute=None, limit=50)

Reverse lookup — which objects point at this one (curated/best-effort).

Design notes

  • Read-only by construction. The connection is a SELECT-only user (writes fail at the server), PyMySQL rejects stacked statements by default, and query() additionally checks that the statement is a single read. The string check is for clear errors, not as the security boundary — the grant is.

  • Stable ids vs DB_IDs. Helpers accept either R-HSA-69278 or the numeric DB_ID. The 'R-HSA-...' text lives in StableIdentifier, joined via DatabaseObject.stableIdentifier.

  • Size-guarded. Every result is row-capped (max_rows, hard ceiling 5000) and long text cells are truncated; truncated flags either.

  • Point-in-time data. This is a dump (release reported by schema_overview). For the always-current Reactome, use the sibling reactome-mcp.

Configuration (env vars)

Var

Default

Meaning

REACTOME_DB_HOST / REACTOME_DB_PORT

127.0.0.1 / 3306

MySQL endpoint

REACTOME_DB_USER / REACTOME_DB_PASSWORD

ro_user / `` (empty)

credentials

REACTOME_DB_NAME

reactome_local

database

REACTOME_DB_POOL_SIZE

4

max pooled connections

REACTOME_DB_MAX_ROWS

200

default row cap

REACTOME_DB_STMT_TIMEOUT_MS

15000

per-query timeout

REACTOME_DB_MAX_CELL_CHARS

2000

per-cell text cap


Example prompts

  1. Lookup + drill-down"Look up R-HSA-69278 with the reactome-db tools and list its child events in order."

  2. Raw SQL"Run SELECT _class, COUNT(*) FROM DatabaseObject GROUP BY _class ORDER BY 2 DESC LIMIT 10 and summarize."

  3. Reverse navigation"Which pathways and reactions reference the object named 'CYCB:CDK1'? Use get_referrers."

  4. Schema spelunking"Call schema_overview, then describe the Pathway and Pathway_2_hasEvent tables."


Development

uv sync --extra dev     # pytest, pytest-asyncio
uv run pytest           # safety-layer suite runs fully offline (no DB)

# opt-in live-DB integration tests (needs reactome_local up):
REACTOME_DB_MCP_INTEGRATION=1 uv run pytest

Smoke-test the live server:

uv run reactome-db-mcp                          # console script
uv run python -m reactome_db_mcp                # module entry point
uv run python server.py                         # source-checkout shim
uv run mcp dev src/reactome_db_mcp/server.py    # MCP Inspector dev UI
reactome-db-mcp/
├── src/reactome_db_mcp/
│   ├── server.py   # FastMCP app, lifespan pool, all tools + resource
│   ├── db.py       # PyMySQL pool + read-only safety layer (pure, tested)
│   └── schema.py   # curated schema primer + class-inheritance map
├── server.py       # source-checkout compatibility shim
├── tests/          # offline safety-layer suite + opt-in DB integration tests
├── pyproject.toml  # uv-managed project
├── .mcp.json       # example stdio MCP config
└── PLAN.md         # design & build record (verified 2026-06-22)

Acknowledgements

Powered by Reactome, a free, open-source, open-access, curated and peer-reviewed pathway database. Please cite Reactome when publishing work that uses this data — see https://reactome.org/cite.

This project is not affiliated with or endorsed by the Reactome team.

License

MIT © Tien Comlekoglu

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