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chore: Update SDK documentation (#3313)
Co-authored-by: marvin-context-protocol[bot] <225465937+marvin-context-protocol[bot]@users.noreply.github.com>
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docs/python-sdk/fastmcp-server-transforms-catalog.mdx
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docs/python-sdk/fastmcp-server-transforms-catalog.mdx
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---
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title: catalog
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sidebarTitle: catalog
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---
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# `fastmcp.server.transforms.catalog`
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Base class for transforms that need to read the real component catalog.
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Some transforms replace ``list_tools()`` output with synthetic components
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(e.g. a search interface) while still needing access to the *real*
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(auth-filtered) catalog at call time. ``CatalogTransform`` provides the
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bypass machinery so subclasses can call ``get_tool_catalog()`` without
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triggering their own replacement logic.
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Re-entrancy problem
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-------------------
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When a synthetic tool handler calls ``get_tool_catalog()``, that calls
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``ctx.fastmcp.list_tools()`` which re-enters the transform pipeline —
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including *this* transform's ``list_tools()``. If the subclass overrides
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``list_tools()`` directly, the re-entrant call would hit the subclass's
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replacement logic again (returning synthetic tools instead of the real
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catalog). A ``super()`` call can't prevent this because Python can't
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short-circuit a method after ``super()`` returns.
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Solution: ``CatalogTransform`` owns ``list_tools()`` and uses a
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per-instance ``ContextVar`` to detect re-entrant calls. During bypass,
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it passes through to the base ``Transform.list_tools()`` (a no-op).
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Otherwise, it delegates to ``transform_tools()`` — the subclass hook
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where replacement logic lives. Same pattern for resources, prompts,
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and resource templates.
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This is *not* the same as the ``Provider._list_tools()`` convention
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(which produces raw components with no arguments). ``transform_tools()``
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receives the current catalog and returns a transformed version. The
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distinct name avoids confusion between the two patterns.
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Usage::
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class MyTransform(CatalogTransform):
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async def transform_tools(self, tools):
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return [self._make_search_tool()]
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def _make_search_tool(self):
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async def search(ctx: Context = None):
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real_tools = await self.get_tool_catalog(ctx)
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...
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return Tool.from_function(fn=search, name="search")
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## Classes
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### `CatalogTransform` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L64" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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Transform that needs access to the real component catalog.
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Subclasses override ``transform_tools()`` / ``transform_resources()``
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/ ``transform_prompts()`` / ``transform_resource_templates()``
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instead of the ``list_*()`` methods. The base class owns
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``list_*()`` and handles re-entrant bypass automatically — subclasses
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never see re-entrant calls from ``get_*_catalog()``.
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The ``get_*_catalog()`` methods fetch the real (auth-filtered) catalog
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by temporarily setting a bypass flag so that this transform's
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``list_*()`` passes through without calling the subclass hook.
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**Methods:**
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#### `list_tools` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L88" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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list_tools(self, tools: Sequence[Tool]) -> Sequence[Tool]
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```
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#### `list_resources` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L93" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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list_resources(self, resources: Sequence[Resource]) -> Sequence[Resource]
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```
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#### `list_resource_templates` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L98" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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list_resource_templates(self, templates: Sequence[ResourceTemplate]) -> Sequence[ResourceTemplate]
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```
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#### `list_prompts` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L105" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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list_prompts(self, prompts: Sequence[Prompt]) -> Sequence[Prompt]
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```
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#### `transform_tools` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L114" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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transform_tools(self, tools: Sequence[Tool]) -> Sequence[Tool]
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```
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Transform the tool catalog.
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Override this method to replace, filter, or augment the tool listing.
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The default implementation passes through unchanged.
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Do NOT override ``list_tools()`` directly — the base class uses it
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to handle re-entrant bypass when ``get_tool_catalog()`` reads the
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real catalog.
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#### `transform_resources` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L126" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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transform_resources(self, resources: Sequence[Resource]) -> Sequence[Resource]
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```
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Transform the resource catalog.
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Override this method to replace, filter, or augment the resource listing.
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The default implementation passes through unchanged.
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Do NOT override ``list_resources()`` directly — the base class uses it
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to handle re-entrant bypass when ``get_resource_catalog()`` reads the
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real catalog.
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#### `transform_resource_templates` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L140" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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transform_resource_templates(self, templates: Sequence[ResourceTemplate]) -> Sequence[ResourceTemplate]
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```
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Transform the resource template catalog.
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Override this method to replace, filter, or augment the template listing.
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The default implementation passes through unchanged.
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Do NOT override ``list_resource_templates()`` directly — the base class
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uses it to handle re-entrant bypass when
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``get_resource_template_catalog()`` reads the real catalog.
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#### `transform_prompts` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L154" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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transform_prompts(self, prompts: Sequence[Prompt]) -> Sequence[Prompt]
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```
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Transform the prompt catalog.
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Override this method to replace, filter, or augment the prompt listing.
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The default implementation passes through unchanged.
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Do NOT override ``list_prompts()`` directly — the base class uses it
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to handle re-entrant bypass when ``get_prompt_catalog()`` reads the
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real catalog.
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#### `get_tool_catalog` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L170" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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get_tool_catalog(self, ctx: Context) -> Sequence[Tool]
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```
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Fetch the real tool catalog, bypassing this transform.
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**Args:**
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- `ctx`: The current request context.
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- `run_middleware`: Whether to run middleware on the inner call.
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Defaults to True because this is typically called from a
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tool handler where list_tools middleware has not yet run.
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#### `get_resource_catalog` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L187" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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get_resource_catalog(self, ctx: Context) -> Sequence[Resource]
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```
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Fetch the real resource catalog, bypassing this transform.
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**Args:**
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- `ctx`: The current request context.
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- `run_middleware`: Whether to run middleware on the inner call.
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Defaults to True because this is typically called from a
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tool handler where list_resources middleware has not yet run.
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#### `get_prompt_catalog` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L204" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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get_prompt_catalog(self, ctx: Context) -> Sequence[Prompt]
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```
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Fetch the real prompt catalog, bypassing this transform.
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**Args:**
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- `ctx`: The current request context.
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- `run_middleware`: Whether to run middleware on the inner call.
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Defaults to True because this is typically called from a
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tool handler where list_prompts middleware has not yet run.
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#### `get_resource_template_catalog` <sup><a href="https://github.com/PrefectHQ/fastmcp/blob/main/src/fastmcp/server/transforms/catalog.py#L221" target="_blank"><Icon icon="github" style="width: 14px; height: 14px;" /></a></sup>
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```python
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get_resource_template_catalog(self, ctx: Context) -> Sequence[ResourceTemplate]
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```
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Fetch the real resource template catalog, bypassing this transform.
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**Args:**
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- `ctx`: The current request context.
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- `run_middleware`: Whether to run middleware on the inner call.
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Defaults to True because this is typically called from a
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tool handler where list_resource_templates middleware has
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not yet run.
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