We added some helper commands to the Makefile to facilitate the development of the docs-mcp. These commands allow developers to easily connect to the docs-mcp server with your favorite LLM. You can start the MCP Inspector with `make mcp-inspector` to connect to the docs-mcp server and inspect the different endpoints and their responses.
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docs-mcp: MCP server for Docs
docs-mcp is a remote MCP server that exposes three
tools — search_documents, read_document, create_document — backed by the Docs API.
It is an OAuth-protected resource server: it authenticates the caller via Keycloak and forwards
the caller's own token to Django, which stays the sole authority on document permissions.
Architecture
MCP client (MCP Inspector, Claude Code, ...)
|
| 1. Authorization Code + PKCE, requesting scopes:
| openid docs:documents:search docs:documents:read docs:documents:create docs-mcp
v
Keycloak (impress realm)
|
| 2. Access token, aud=docs-mcp (only because the docs-mcp scope was requested),
| azp=docs-mcp-client
v
docs-mcp (TypeScript, Streamable HTTP, stateless)
|
| 3. Forwards the *same* access token, unchanged, as a Bearer token
| (no token exchange; this server holds no credentials of its own)
v
Django /api/v1.0/mcp/documents/* (core/mcp_api)
|
| 4. ResourceServerAuthentication (django-lasuite) introspects the token at Keycloak,
| checks its origin client is allow-listed (OIDC_RS_ALLOWED_AUDIENCES=docs-mcp-client),
| resolves the Docs user by `sub`, DocumentViewSet's permissions/querysets decide
v
PostgreSQL
Steps 3-4 are the same resource-server pattern the (separate, currently disabled)
external_api feature uses: the MCP server forwards the caller's own token and Django
introspects it, no token exchange. core/mcp_api reuses the same ResourceServerAuthentication
backend, DocumentPermission class, and DocumentViewSet.get_queryset/get_object logic — see
resource_server.md. Reading a document's content reuses the existing
core.services.converter_services.Converter client that talks to the y-provider service to
turn Yjs into Markdown.
There is deliberately no RFC 8693 (Token Exchange) step: local JWT validation (RFC 9068 + JWKS, RFC 7517) plus plain token forwarding (RFC 6750) needs no client secret, so this server holds no credentials of its own.
Files
docker/auth/realm.json— Keycloak clients (docs-mcp-clientpublic,docs-apiconfidential/introspection) and client scopes (docs:documents:search,docs:documents:read,docs:documents:create,docs-mcp).src/backend/core/mcp_api/— the three Django endpoints and their permission/serializer classes.src/backend/impress/settings.py,env.d/development/common— reusedOIDC_RS_*resource server settings (OIDC_RS_CLIENT_ID=docs-apifor introspection,OIDC_RS_ALLOWED_AUDIENCES=docs-mcp-client);MCP_READ_CONTENT_MAX_CHARS.src/frontend/servers/mcp/— the TypeScript server (Express +@modelcontextprotocol/sdk). Validates incoming tokens against Keycloak's JWKS (src/auth/jwtVerifier.ts) and forwards them to Django (src/docsApiClient.ts).env.d/development/mcp,compose.yml(mcp-developmentservice) — how it runs locally.Makefile(mcp-claude/mcp-codex/mcp-gemini/mcp-cursortargets) — generate each client's local, gitignored config pinningdocs-mcp-clienton first run (see "Connecting other MCP clients" below).
Environment variables (src/frontend/servers/mcp)
| Variable | Purpose |
|---|---|
MCP_HOST / MCP_PORT |
bind address for the Express server |
MCP_RESOURCE_URL |
this server's /mcp URL, used as the OAuth "resource" and in PRM metadata |
KEYCLOAK_ISSUER |
issuer as seen by clients/tokens (iss claim check), e.g. http://localhost:8083/realms/impress |
KEYCLOAK_JWKS_URL / KEYCLOAK_DISCOVERY_URL |
JWKS and discovery endpoints, reachable from inside Docker (http://nginx:8083/...) |
DOCS_API_URL |
Django's base URL, where the caller's token is forwarded |
MCP_AUDIENCE |
audience this server requires on incoming tokens (docs-mcp) |
This server holds no credentials: it only reads Keycloak's public JWKS to verify token
signatures and forwards the caller's token to Django. KEYCLOAK_ISSUER is split from the
*_URL variables because, in Docker, this server reaches Keycloak through the internal nginx
alias, while the token's iss claim (and the metadata shown to external clients) must use the
externally-visible localhost:8083 hostname — the same split Django's own OIDC settings use
(OIDC_OP_URL vs OIDC_OP_JWKS_ENDPOINT).
Keycloak configuration
All of it is declared in docker/auth/realm.json — no manual Admin Console steps required.
There is no token exchange, so there are only two clients:
- Client scopes:
docs:documents:search,docs:documents:read,docs:documents:create(plain) anddocs-mcp(oneoidc-audience-mapperadding the audiencedocs-mcp). All four are optional scopes ondocs-mcp-clientonly, so the audience is added only when the client requests it. docs-mcp-client(public): Authorization Code + PKCE (S256), no secret, no implicit flow, no direct grants. This is the client the MCP client authenticates the user as; the token it obtains is forwarded all the way to Django.docs-api(confidential): the client Django authenticates as when calling Keycloak's token introspection endpoint (OIDC_RS_CLIENT_ID/OIDC_RS_CLIENT_SECRET). No mappers, no special attributes.
Django trusts the forwarded token only after ResourceServerAuthentication introspects it at
Keycloak on every call, checking it's active, its iss matches OIDC_OP_URL, it carries an
OIDC_RS_SCOPES scope, and its origin client (OIDC_RS_AUDIENCE_CLAIM, default client_id) is
in OIDC_RS_ALLOWED_AUDIENCES (docs-mcp-client). A token minted for another client, or
missing the MCP scopes, cannot reach these endpoints.
OIDC_RS_* in impress/settings.py is process-wide, shared with the (currently disabled)
external_api feature — there is only one resource-server identity per Django process.
OIDC_RS_ALLOWED_AUDIENCES is a list, so a deployment running both would add each integration's
client_id alongside docs-mcp-client, no code change needed.
If you edit realm.json and want Keycloak to run exactly what the file says, drop and recreate
it (imports are additive on an existing realm, not a full reset):
docker compose stop keycloak kc_postgresql
docker compose rm -f keycloak kc_postgresql
docker compose up -d keycloak
Two Keycloak-specific import pitfalls: client description fields are capped at 255 characters
(a longer value crashes the entire import), and ProtocolMapperRepresentation entries don't
accept a description field at all.
The MCP Inspector requests the offline_access scope unconditionally, which requires the
authenticating user to hold the realm's offline_access role — grant it once per user via
Admin Console → Users → user → Role mapping → Assign role → offline_access. This is an
Inspector quirk, not something docs-mcp itself requires.
Running it
docs-mcp is one of the services make bootstrap / make run start (see the mcp-development
service in compose.yml and the build-mcp / run-backend targets in the Makefile). To
build or restart it on its own:
make build-mcp
docker compose up -d mcp-development
- Django:
http://localhost:8071 - Keycloak:
http://localhost:8083(realmimpress) - docs-mcp:
http://localhost:4455/mcp, health check athttp://localhost:4455/healthz
Testing the tools
With the MCP Inspector
cd src/frontend/servers/mcp
yarn mcp-inspector
This points the Inspector at http://localhost:4455/mcp over Streamable HTTP and pre-fills the
static OAuth client (docs-mcp-client, no secret, scopes openid docs:documents:search docs:documents:read docs:documents:create docs-mcp). To configure it manually instead (e.g.
against a different URL), run npx @modelcontextprotocol/inspector with no arguments and fill
in the same values by hand in the OAuth Settings section before connecting — Dynamic Client
Registration is not
configured on this realm.
- Open the Inspector UI (
http://localhost:6274by default), set transport to Streamable HTTP, URL tohttp://localhost:4455/mcp, connect. - Log in as
impress/impress(or auser-e2e-*account, after grantingoffline_accessas above). Accept the scopes on Keycloak's consent screen. - List Tools should show the three tools with their Zod-derived JSON schemas.
- Call
search_documentswith{"query": "onboarding"},read_documentwith an accessible documentid, andcreate_documentwith{"title": "Test", "content": "# Hello"}. - Log in as a different user and call
read_documenton the first document — expect the tool call to fail (Django'sDocumentPermissiondenies it, surfaced as an error result).
Connecting other MCP clients
This realm does not expose Dynamic Client Registration (DCR) — docker/auth/realm.json only
declares docs-mcp-client statically. Clients that support pinning a static client_id (no
DCR, no client secret needed since it's a public client) can still connect. A make target generates each client's config on first run and launches it:
| Client | Config | Makefile target |
|---|---|---|
| Claude Code | .mcp.json |
make mcp-claude |
| Codex CLI | .codex/config.toml |
make mcp-codex |
| Gemini CLI | .gemini/settings.json |
make mcp-gemini |
| Cursor | .cursor/mcp.json |
make mcp-cursor |
Each config pins docs-mcp-client as the OAuth client and a fixed local callback port/URL
(8090 for Claude Code, 8091 for Codex CLI, 8092 for Gemini CLI, Cursor's own fixed
8787). docs-mcp-client's redirectUris is ["*"] in this dev realm, so none of these need
registering individually — don't carry that wildcard into a non-dev realm. None of these tools
authenticate automatically on launch — trigger the OAuth login once per client (Claude Code:
/mcp inside the session; Codex CLI: codex mcp login docs-mcp; Gemini CLI and Cursor: accept
the OAuth prompt on first tool call). Codex CLI additionally requires the project to be marked
as trusted before it reads .codex/config.toml.
These are external, fast-moving CLIs — if a make mcp-* target fails to connect, check that
tool's current MCP/OAuth flag names against its own docs before assuming the Keycloak side is
broken.
Running the tests
# Django
docker compose exec app-dev pytest core/tests/mcp_api
# TypeScript
docker compose exec mcp-development yarn test
Known limitations
- No refresh-token handling in the MCP client flow; long sessions would need one.
- No JWKS caching beyond
jose's in-memory default, no retry/backoff on Keycloak or Django calls, no rate limiting beyond Django's existingDocumentThrottle. - Stateless mode means every request pays the cost of a new
McpServer/transport instance — not tuned for high throughput. - No dynamic client registration: only pre-registered clients (
docs-mcp-client) can connect. A production deployment needs a considered DCR policy or a small fleet of statically registered clients. - No structured logging/metrics/tracing beyond what Express/Django already provide by default.
- The forwarded token is only audience-narrowed once (its origin
client_idmust be allow-listed). An Authorization Server supporting RFC 8693 token exchange could mint a Django-specific, shorter-lived token instead, at the cost of a provider-specific grant and a confidential client in the MCP server.