docs/python-sdk/fastmcp-server-caching.mdx
fastmcp.server.cachingServer-level cache hints for FastMCP (SEP-2549).
A FastMCP server opts every SDK-cacheable result it emits into client-side
caching by setting cache_ttl (seconds) and, optionally, cache_scope on the
FastMCP constructor. The hint is uniform by construction: one server-level
value applies to tools/list, prompts/list, resources/list,
resources/templates/list, resources/read, and server/discover alike — no
per-component surface and no aggregation.
FastMCP does not hand-set the wire fields. It passes the hint through to the SDK
low-level Server(cache_hints=...), whose runner fills ttlMs/cacheScope on
every cacheable result via apply_cache_hint, leaving any field a handler set
explicitly untouched. Honoring is modern-only and opt-in on the client: a hinted
server is inert unless the client passes cache= and negotiates 2026-07-28.
build_cache_hints <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/fastmcp_slim/fastmcp/server/caching.py#L29" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>build_cache_hints(cache_ttl: int | None, cache_scope: CacheScope | None) -> dict[CacheableMethod, CacheHint] | None
Build the per-method CacheHint map for the SDK low-level server.
cache_ttl is in seconds and is converted to the wire's milliseconds. When
cache_ttl is None the server emits no hint, so its wire output is
identical to a server that never set one; a cache_scope given without a
cache_ttl is meaningless (the client gates caching on the presence of a
TTL) and is rejected rather than silently ignored.
Returns None when no hint is set, or a map applying the same hint to every
SDK-cacheable method otherwise.
Raises:
ValueError: If cache_ttl is not positive, or if cache_scope is set
without cache_ttl.