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docs/python-sdk/fastmcp-server-transforms-catalog.mdx

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fastmcp.server.transforms.catalog

Base class for transforms that need to read the real component catalog.

Some transforms replace list_tools() output with synthetic components (e.g. a search interface) while still needing access to the real (auth-filtered) catalog at call time. CatalogTransform provides the bypass machinery so subclasses can call get_tool_catalog() without triggering their own replacement logic.

Re-entrancy problem

When a synthetic tool handler calls get_tool_catalog(), that calls ctx.fastmcp.list_tools() which re-enters the transform pipeline — including this transform's list_tools(). If the subclass overrides list_tools() directly, the re-entrant call would hit the subclass's replacement logic again (returning synthetic tools instead of the real catalog). A super() call can't prevent this because Python can't short-circuit a method after super() returns.

Solution: CatalogTransform owns list_tools() and uses a per-instance ContextVar to detect re-entrant calls. During bypass, it passes through to the base Transform.list_tools() (a no-op). Otherwise, it delegates to transform_tools() — the subclass hook where replacement logic lives. Same pattern for resources, prompts, and resource templates.

This is not the same as the Provider._list_tools() convention (which produces raw components with no arguments). transform_tools() receives the current catalog and returns a transformed version. The distinct name avoids confusion between the two patterns.

Usage::

class MyTransform(CatalogTransform):
    async def transform_tools(self, tools):
        return [self._make_search_tool()]

    def _make_search_tool(self):
        async def search(ctx: Context = None):
            real_tools = await self.get_tool_catalog(ctx)
            ...
        return Tool.from_function(fn=search, name="search")

Classes

CatalogTransform <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L65" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

Transform that needs access to the real component catalog.

Subclasses override transform_tools() / transform_resources() / transform_prompts() / transform_resource_templates() instead of the list_*() methods. The base class owns list_*() and handles re-entrant bypass automatically — subclasses never see re-entrant calls from get_*_catalog().

The get_*_catalog() methods fetch the real (auth-filtered) catalog by temporarily setting a bypass flag so that this transform's list_*() passes through without calling the subclass hook.

Methods:

list_tools <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L89" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
list_tools(self, tools: Sequence[Tool]) -> Sequence[Tool]

list_resources <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L94" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
list_resources(self, resources: Sequence[Resource]) -> Sequence[Resource]

list_resource_templates <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L99" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
list_resource_templates(self, templates: Sequence[ResourceTemplate]) -> Sequence[ResourceTemplate]

list_prompts <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L106" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
list_prompts(self, prompts: Sequence[Prompt]) -> Sequence[Prompt]

transform_tools <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L115" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
transform_tools(self, tools: Sequence[Tool]) -> Sequence[Tool]

Transform the tool catalog.

Override this method to replace, filter, or augment the tool listing. The default implementation passes through unchanged.

Do NOT override list_tools() directly — the base class uses it to handle re-entrant bypass when get_tool_catalog() reads the real catalog.

transform_resources <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L127" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
transform_resources(self, resources: Sequence[Resource]) -> Sequence[Resource]

Transform the resource catalog.

Override this method to replace, filter, or augment the resource listing. The default implementation passes through unchanged.

Do NOT override list_resources() directly — the base class uses it to handle re-entrant bypass when get_resource_catalog() reads the real catalog.

transform_resource_templates <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L141" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
transform_resource_templates(self, templates: Sequence[ResourceTemplate]) -> Sequence[ResourceTemplate]

Transform the resource template catalog.

Override this method to replace, filter, or augment the template listing. The default implementation passes through unchanged.

Do NOT override list_resource_templates() directly — the base class uses it to handle re-entrant bypass when get_resource_template_catalog() reads the real catalog.

transform_prompts <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L155" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
transform_prompts(self, prompts: Sequence[Prompt]) -> Sequence[Prompt]

Transform the prompt catalog.

Override this method to replace, filter, or augment the prompt listing. The default implementation passes through unchanged.

Do NOT override list_prompts() directly — the base class uses it to handle re-entrant bypass when get_prompt_catalog() reads the real catalog.

get_tool_catalog <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L171" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
get_tool_catalog(self, ctx: Context) -> Sequence[Tool]

Fetch the real tool catalog, bypassing this transform.

The result is deduplicated by name so that only the highest version of each tool is returned — matching what protocol handlers expose on the wire.

Args:

  • ctx: The current request context.
  • run_middleware: Whether to run middleware on the inner call. Defaults to True because this is typically called from a tool handler where list_tools middleware has not yet run.

get_resource_catalog <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L193" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
get_resource_catalog(self, ctx: Context) -> Sequence[Resource]

Fetch the real resource catalog, bypassing this transform.

Args:

  • ctx: The current request context.
  • run_middleware: Whether to run middleware on the inner call. Defaults to True because this is typically called from a tool handler where list_resources middleware has not yet run.

get_prompt_catalog <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L210" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
get_prompt_catalog(self, ctx: Context) -> Sequence[Prompt]

Fetch the real prompt catalog, bypassing this transform.

Args:

  • ctx: The current request context.
  • run_middleware: Whether to run middleware on the inner call. Defaults to True because this is typically called from a tool handler where list_prompts middleware has not yet run.

get_resource_template_catalog <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L227" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>

python
get_resource_template_catalog(self, ctx: Context) -> Sequence[ResourceTemplate]

Fetch the real resource template catalog, bypassing this transform.

Args:

  • ctx: The current request context.
  • run_middleware: Whether to run middleware on the inner call. Defaults to True because this is typically called from a tool handler where list_resource_templates middleware has not yet run.