Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@NLB Singapore Library MCP Serversearch for books about Singapore history"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
nlb-mcp
Unofficial FastMCP server for NLB Singapore Library Catalogue (availability + title search), implemented in Python.
What’s inside
Language: Python 3.11+
Framework: FastMCP (Python), httpx (HTTP), pydantic-settings (env), tenacity (retry)
Tools (MCP):
health_check– validate env + startup readiness.search_titles– keyword search over BRN/ISBN/Title/Author/Subject.search_titles_advanced– fielded search with pagination/sorting.availability_by_title– branch-level availability for a title/ISBN/BID.
Project layout
nlb_mcp/
config.py # env validation (API keys, base URL, timeout)
http_client.py # httpx helper with retry/timeout
nlb_client.py # thin NLB REST client wrappers
models.py # lightweight normalized response shapes
server.py # FastMCP server + tool registration (with basic logging)
help/
nlb-swagger.json # upstream API spec for referenceSetup
Create a virtualenv and install deps:
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txtEnvironment:
NLB_API_KEY=your_api_key
NLB_APP_CODE=your_app_code
# optional
NLB_API_BASE=https://openweb.nlb.gov.sg/api/v2/Catalogue
REQUEST_TIMEOUT_MS=10000Run locally:
fastmcp run nlb_mcp/server.py:create_serverFastMCP Cloud entrypoint
Preferred:
nlb_mcp/server.py:create_serverDirect object exports:
nlb_mcp/server.py:server(aliasesmcp,app) FastMCP Cloud can point atnlb_mcp/server.py:create_server; it will handle OAuth2 for users. This server only uses NLBX-Api-Key/X-App-Codefrom env.
Auth model
Client/user auth is handled by FastMCP’s built-in OAuth2 provider; this server does not add another layer of user auth.
NLB API authentication uses env-provided keys only; never accept them from user input or log them.
For per-user quotas/auditing, rely on FastMCP identity context when available.
Notes / TODO
If you want stricter schemas, consider pydantic models for tool inputs/outputs.
Add caching/rate limits if upstream limits are tight; httpx + tenacity already retry transient errors.
Logging uses stdlib
logging(logger namenlb_mcp) with secret redaction; extend as needed for metrics or structured logs.