django-mcp-sql
Provides read-only SQL querying of PostgreSQL database tables, with tools to list tables, describe table schemas, and execute SELECT queries with security constraints.
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Here is a step-by-step guide with screenshots.
django-mcp-sql
A tightly scoped, read-only PostgreSQL surface for an LLM agent (e.g.
Claude Code) over the Model Context Protocol.
Defense-in-depth at four layers: parser (sqlglot AST validators), executor
(PG NOLOGIN role + GUCs), DB-role (mcp_readonly_role SELECT grants), and
transport (DRF + django-oauth-toolkit OAuth 2.1 with PKCE + RFC 7591/8414/9728
discovery).
Status: pre-release alpha (
0.1.0a1). The package is used in production as part of a larger Django project; expect the public API and settings shape to move between alpha releases.
What you get
Three MCP tools mounted at /mcp/sql/:
Tool | Purpose |
| Returns the whitelisted db_tables for the surface (sorted). |
| Returns column types / null / pk for a whitelisted table. |
| Validates + executes a single SELECT. Returns |
Every call writes one append-only MCPQueryLog audit row. Every auth
rejection writes one MCPAuthRejectionLog row (six resolved-user gates;
anonymous / bad-token probing goes through Django-cache counters with a
silent per-IP block, not the audit table — use a shared cache backend
(Redis, Memcached) in production: with a per-process backend like LocMem
the counters, and therefore the block, are per-worker).
Observability — per-user query-volume tripwires (one ERROR per
(user, decision, window) crossing of VOLUME_ALERT_THRESHOLDS; alerts,
never blocks), an ERROR when a user is added to the MCP permission group,
and read-only Django admin browsers for both audit tables plus a per-user
usage-summary view (allowed / rejected / auth-rejection counts per rolling
window). The package emits logger.error only — wire a Sentry
LoggingIntegration(event_level=logging.ERROR) to receive these as events;
the package itself never imports sentry_sdk.
Related MCP server: PostgreSQL MCP Server
Postgres-only by design
The package depends on Postgres features that don't port: SET LOCAL ROLE
into a NOLOGIN role, statement_timeout / lock_timeout /
idle_in_transaction_session_timeout / default_transaction_read_only
GUCs, PG-only error codes (57014, 42501), CREATE OR REPLACE VIEW
semantics, sqlglot's dialect='postgres'. There is no design path to
MySQL / SQLite without a parallel implementation — hence django-mcp-sql
not django-mcp-mysql etc.
Installation
pip install django-mcp-sql
# Optional extras
pip install "django-mcp-sql[allauth]" # wire MFA gate to allauth.mfa.utils.is_mfa_enabledThen in your Django settings:
INSTALLED_APPS = [
# ... your apps ...
"rest_framework",
"oauth2_provider",
"mcp_sql",
]
DATABASES = {
"default": { ... },
# Required: dedicated read-only alias. The executor asserts
# connection.alias == MCP_SQL["DB_ALIAS"] before issuing any SELECT.
"mcp_readonly": {
# ... pointed at the same database as default but as a non-superuser ...
"OPTIONS": {"application_name": "mcp-readonly"},
"ATOMIC_REQUESTS": False,
"CONN_MAX_AGE": 0,
},
}
DATABASE_ROUTERS = ["mcp_sql.db_router.McpSqlRouter"]
MCP_SQL = {
"ALLOWED_MODELS": [
"auth.Permission", # your real whitelist goes here
],
"BAN_SELECT_STAR": True,
"LIMITS": {"DEFAULT_LIMIT": 10, "HARD_LIMIT": 100, "BYTES_LIMIT": 256 * 1024},
# Per-user volume tripwires: {decision: {window_seconds: threshold}}.
# Crossing emits one Sentry ERROR per (user, decision, window) bucket;
# it alerts, it never blocks.
"VOLUME_ALERT_THRESHOLDS": {
"allowed": {3600: 50, 86400: 150},
"rejected": {3600: 50, 86400: 150},
},
"BAD_TOKEN_IP_THRESHOLD": 100,
"BAD_TOKEN_IP_WINDOW_SECONDS": 21600,
# Optional overrides — see `mcp_sql/conf.py` DEFAULTS for the full list:
# "RESOURCE_NAME": "My App",
# "MFA_CHECKER": "allauth.mfa.utils.is_mfa_enabled",
# "SESSION_MODEL": "your_app.Session", # opt-in runtime session-existence gate;
# must be a session model with a `user` FK
# (stock `django.contrib.sessions.Session`
# does NOT qualify — its absence of a `user`
# column is why the default is `None`)
}
OAUTH2_PROVIDER = {
"OAUTH2_VALIDATOR_CLASS": "mcp_sql.oauth.MCPOAuth2Validator",
"SCOPES": {"mcp:sql": "Read-only SQL surface for MCP agents"},
"DEFAULT_SCOPES": ["mcp:sql"],
"ACCESS_TOKEN_EXPIRE_SECONDS": 6 * 3600,
"REFRESH_TOKEN_EXPIRE_SECONDS": 0,
"AUTHORIZATION_CODE_EXPIRE_SECONDS": 60,
"PKCE_REQUIRED": True,
"ALLOWED_REDIRECT_URI_SCHEMES": ["http"], # RFC 8252 loopback
}Wire the URLs in your project's urls.py:
urlpatterns = [
# ... your routes ...
path("", include("mcp_sql.urls")),
]Then run the DBA setup once per environment (creates the
mcp_readonly_role Postgres role + role-level guard GUCs):
psql -U <superuser> -d <database> \
-v app_role=<your_app_role> \
-f $(python -c "import mcp_sql, os; print(os.path.join(os.path.dirname(mcp_sql.__file__), 'sql/role_setup.sql'))")Then apply migrations and the SELECT grants:
python manage.py migrate
python manage.py mcp_sql_grants --applyDocumentation
The architecture / design doc and the full operational runbooks ship inside
the package (importable consumers find them under mcp_sql/docs/):
docs/architecture.md— design, file map, settings shape, OAuth surface, curated-view pattern, the complete "Watch out" list.docs/role-setup.md— DBA setup, grants reconciliation, sanity checks.docs/oauth.md— OAuth issuance gate, MCP client registration, incident response.
Compatibility
Python: 3.11+
Django: 5.2+ (LTS line; 6.0 untested).
Postgres: 14+ recommended (uses
pg_has_role,information_schema.role_table_grants,SET LOCAL ROLE,CREATE OR REPLACE VIEW— all of which work on earlier versions, but the test matrix runs on 14+).
The package has been exercised against a 2000+ test suite in a real
Django CRM. Its own standalone suite (make test, settings in
tests/settings.py) runs in CI across Python 3.11–3.13 against
PostgreSQL 14 (.github/workflows/ci.yml).
Postgres role setup
Once per environment, a DBA with PG superuser rights applies
sql/role_setup.sql to create the mcp_readonly_role role + the
role-level guard GUCs (statement_timeout, lock_timeout,
idle_in_transaction_session_timeout, default_transaction_read_only)
and grant the role membership to the consuming app's PG user. The script
is idempotent and is parameterised by a -v app_role=<role> psql
variable so a single SQL file works across deployments whose app role
differs.
psql -h <pg_host> -U <pg_superuser> -d <database> \
-v app_role=<app_pg_role> \
-f sql/role_setup.sql
# Verify:
psql -h <pg_host> -U <pg_superuser> -d <database> -c "\du mcp_readonly_role"
# Expected: row present, "Cannot login".After the role exists, apply the package's migrations and reconcile the table-level SELECT grants:
python manage.py migrate
python manage.py mcp_sql_grants --applySee docs/role-setup.md for the full DBA-facing runbook (drift
detection, CI gates, troubleshooting).
Local example
A standalone, stock-Django consumer of the package lives in the
example/
directory of the repository (not shipped in the wheel). It demonstrates the
package against a vanilla Django setup — auth.User, stock sessions, no
allauth — including a two-profile (multi-tier) configuration with a
row-and-column-limited curated view. Its own README carries the full
end-to-end runbook: bootstrap, OAuth dance, and registering the server with
claude mcp add.
Development
Run the package's own test suite (needs uv and a reachable PostgreSQL —
see tests/settings.py for the MCP_SQL_TEST_PG_* connection env vars.
Bootstrap mcp_readonly_role via sql/role_setup.sql first — several
tests enter it with SET LOCAL ROLE — and connect as a superuser so the
role-isolation tests run instead of skipping):
make testBuild the distribution and verify the wheel installs cleanly into a fresh venv (Django-independent imports + package-data presence):
make build # produces ./dist/django_mcp_sql-<version>-py3-none-any.whl + .tar.gz
make test-install # ephemeral build + venv install + import & package-data smokeAll targets require uv on PATH (install once: curl -LsSf https://astral.sh/uv/install.sh | sh).
Release/extraction mechanics live in RELEASING.md; contribution
expectations in CONTRIBUTING.md.
License
MIT.
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