diff --git a/apps/agentstack-sdk-py/pyproject.toml b/apps/agentstack-sdk-py/pyproject.toml
index d093fdfb9a..a802015396 100644
--- a/apps/agentstack-sdk-py/pyproject.toml
+++ b/apps/agentstack-sdk-py/pyproject.toml
@@ -30,6 +30,11 @@ dependencies = [
     "opentelemetry-instrumentation-openai>=0.52.3",
 ]
 
+[project.optional-dependencies]
+s3 = [
+    "aioboto3>=14.0.0",
+]
+
 [dependency-groups]
 dev = [
     "beeai-framework[duckduckgo,wikipedia]>=0.1.76",
diff --git a/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/__init__.py b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/__init__.py
index f179263561..f3d1dc55d1 100644
--- a/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/__init__.py
+++ b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/__init__.py
@@ -4,5 +4,6 @@
 from .auth import *
 from .interactions import *
 from .services import *
+from .storage import *
 from .tools import *
 from .ui import *
diff --git a/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/__init__.py b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/__init__.py
new file mode 100644
index 0000000000..69ed1cbc14
--- /dev/null
+++ b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/__init__.py
@@ -0,0 +1,5 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
+
+from .s3 import *
+from .s3_credentials import *
diff --git a/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/s3.py b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/s3.py
new file mode 100644
index 0000000000..6a2b5b0483
--- /dev/null
+++ b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/s3.py
@@ -0,0 +1,156 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
+
+from __future__ import annotations
+
+import httpx
+import pydantic
+from pydantic import BaseModel
+
+from agentstack_sdk.a2a.extensions.base import (
+    BaseExtensionClient,
+    BaseExtensionServer,
+    NoParamsBaseExtensionSpec,
+)
+from agentstack_sdk.a2a.extensions.exceptions import ExtensionError
+
+__all__ = [
+    "S3_EXTENSION_URI",
+    "S3Config",
+    "S3ExtensionClient",
+    "S3ExtensionMetadata",
+    "S3ExtensionServer",
+    "S3ExtensionSpec",
+    "S3UploadSlot",
+]
+
+S3_EXTENSION_URI = "https://a2a-extensions.agentstack.beeai.dev/storage/s3/v1"
+
+
+class S3UploadSlot(BaseModel):
+    """Pre-signed URLs for one upload slot."""
+
+    upload_url: str
+    """Short-lived presigned PUT URL."""
+
+    download_url: str
+    """Short-lived presigned GET URL for the same key."""
+
+
+class S3ExtensionMetadata(BaseModel):
+    """Passed in message.metadata[S3_EXTENSION_URI]"""
+
+    upload_slots: dict[str, S3UploadSlot] = {}
+    """Keyed by slot name (e.g. "result")."""
+
+
+class S3ExtensionSpec(NoParamsBaseExtensionSpec):
+    URI = S3_EXTENSION_URI
+
+
+class S3ExtensionServer(BaseExtensionServer[S3ExtensionSpec, S3ExtensionMetadata]):
+    """
+    Provides file upload/download to agents via pre-signed URLs.
+    No S3 credentials required — URLs are injected by the client/platform.
+    """
+
+    async def upload(self, slot: str, content: bytes, content_type: str = "application/octet-stream") -> str:
+        """Upload content to the named slot's presigned PUT URL. Returns the presigned download URL."""
+        if not self.data:
+            raise ExtensionError(self.spec, "S3 extension metadata was not provided")
+        if slot not in self.data.upload_slots:
+            raise ExtensionError(self.spec, f"Upload slot '{slot}' not found in S3 extension metadata")
+
+        upload_slot = self.data.upload_slots[slot]
+        async with httpx.AsyncClient() as http:
+            resp = await http.put(
+                upload_slot.upload_url,
+                content=content,
+                headers={"Content-Type": content_type},
+            )
+            resp.raise_for_status()
+        return upload_slot.download_url
+
+    async def download(self, url: str) -> bytes:
+        """Download content from a presigned GET URL."""
+        async with httpx.AsyncClient() as http:
+            resp = await http.get(url)
+            resp.raise_for_status()
+            return resp.content
+
+
+class S3Config(pydantic.BaseModel):
+    """S3-compatible storage connection configuration."""
+
+    endpoint_url: str
+    bucket: str
+    access_key: pydantic.SecretStr
+    secret_key: pydantic.SecretStr
+    region: str = "us-east-1"
+    use_ssl: bool = False
+
+
+class S3ExtensionClient(BaseExtensionClient[S3ExtensionSpec, None]):
+    """
+    Generates pre-signed upload/download URL pairs, scoped to context + user.
+    Used by the client/platform — requires S3 credentials.
+    """
+
+    def __init__(self, config: S3Config, spec: S3ExtensionSpec | None = None) -> None:
+        super().__init__(spec or S3ExtensionSpec())
+        self._config = config
+
+    async def create_upload_slot(
+        self,
+        *,
+        slot: str,  # kept for naming clarity at call site, not used in URL generation
+        context_id: str,
+        user_id: str,
+        filename: str,
+        ttl: int = 3600,
+    ) -> S3UploadSlot:
+        """Generate a pair of presigned URLs for a specific upload slot, scoped to context + user."""
+        try:
+            import aioboto3
+        except ImportError as e:
+            raise ImportError(
+                "aioboto3 is required for S3ExtensionClient. Install it with: pip install 'agentstack-sdk[s3]'"
+            ) from e
+
+        from botocore.config import Config
+        from botocore.exceptions import ClientError
+
+        key = f"{context_id}/{user_id}/{filename}"
+        session = aioboto3.Session()
+        async with session.client(
+            "s3",
+            endpoint_url=self._config.endpoint_url,
+            aws_access_key_id=self._config.access_key.get_secret_value(),
+            aws_secret_access_key=self._config.secret_key.get_secret_value(),
+            region_name=self._config.region,
+            use_ssl=self._config.use_ssl,
+            config=Config(signature_version="s3v4", s3={"addressing_style": "path"}),
+        ) as s3:
+            try:
+                await s3.head_bucket(Bucket=self._config.bucket)
+            except ClientError as e:
+                if e.response["Error"]["Code"] in ("404", "NoSuchBucket"):
+                    await s3.create_bucket(Bucket=self._config.bucket)
+                else:
+                    raise
+
+            upload_url = await s3.generate_presigned_url(
+                "put_object",
+                Params={"Bucket": self._config.bucket, "Key": key},
+                ExpiresIn=ttl,
+            )
+            download_url = await s3.generate_presigned_url(
+                "get_object",
+                Params={"Bucket": self._config.bucket, "Key": key},
+                ExpiresIn=ttl,
+            )
+        return S3UploadSlot(upload_url=upload_url, download_url=download_url)
+
+    def metadata(self, slots: dict[str, S3UploadSlot]) -> dict:
+        """Build message metadata dict containing pre-signed URLs for each slot."""
+        return {S3_EXTENSION_URI: S3ExtensionMetadata(upload_slots=slots).model_dump(mode="json")}
diff --git a/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/s3_credentials.py b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/s3_credentials.py
new file mode 100644
index 0000000000..6fe7df504d
--- /dev/null
+++ b/apps/agentstack-sdk-py/src/agentstack_sdk/a2a/extensions/storage/s3_credentials.py
@@ -0,0 +1,270 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
+
+from __future__ import annotations
+
+from pydantic import field_serializer
+from pydantic_core.core_schema import SerializationInfo
+
+from agentstack_sdk.a2a.extensions.base import (
+    BaseExtensionClient,
+    BaseExtensionServer,
+    NoParamsBaseExtensionSpec,
+)
+from agentstack_sdk.a2a.extensions.exceptions import ExtensionError
+from agentstack_sdk.a2a.extensions.storage.s3 import S3Config
+from agentstack_sdk.util.pydantic import REVEAL_SECRETS, SecureBaseModel, redact_str
+
+__all__ = [
+    "S3_CREDENTIALS_EXTENSION_URI",
+    "S3CredentialsExtensionClient",
+    "S3CredentialsExtensionMetadata",
+    "S3CredentialsExtensionServer",
+    "S3CredentialsExtensionSpec",
+]
+
+S3_CREDENTIALS_EXTENSION_URI = "https://a2a-extensions.agentstack.beeai.dev/storage/s3-credentials/v1"
+
+
+class S3CredentialsExtensionMetadata(SecureBaseModel):
+    """STS-style credential bundle passed from client → agent."""
+
+    endpoint: str
+    """S3-compatible endpoint URL."""
+
+    bucket: str
+    """Target S3 bucket."""
+
+    access_key_id: str
+    """AWS / MinIO access key ID."""
+
+    secret_access_key: str
+    """AWS / MinIO secret access key."""
+
+    session_token: str | None = None
+    """STS session token; None for non-STS (demo)."""
+
+    region: str = "us-east-1"
+    use_ssl: bool = False
+
+    prefix: str = ""
+    """IAM-scoped key prefix, e.g. 'contexts/{context_id}/'."""
+
+    ttl: int = 3600
+    """Presigned GET URL TTL in seconds."""
+
+    @field_serializer("access_key_id", "secret_access_key")
+    @classmethod
+    def _redact_key(cls, v: str, info: SerializationInfo) -> str:
+        return redact_str(v, info)
+
+    @field_serializer("session_token")
+    @classmethod
+    def _redact_token(cls, v: str | None, info: SerializationInfo) -> str | None:
+        return redact_str(v, info) if v is not None else None
+
+
+class S3CredentialsExtensionSpec(NoParamsBaseExtensionSpec):
+    URI = S3_CREDENTIALS_EXTENSION_URI
+
+
+class S3CredentialsExtensionServer(BaseExtensionServer[S3CredentialsExtensionSpec, S3CredentialsExtensionMetadata]):
+    """
+    Agent-side handler. Uses injected STS-style credentials to upload/download
+    objects directly via aioboto3. Returns presigned GET URLs so receivers never
+    need an S3 SDK.
+    """
+
+    async def upload(self, filename: str, content: bytes, content_type: str = "application/octet-stream") -> str:
+        """PUT content at {prefix}{filename} and return a presigned GET URL."""
+        if not self.data:
+            raise ExtensionError(self.spec, "S3 credentials extension metadata was not provided")
+
+        try:
+            import aioboto3
+        except ImportError as e:
+            raise ImportError(
+                "aioboto3 is required for S3CredentialsExtensionServer. "
+                "Install it with: pip install 'agentstack-sdk[s3]'"
+            ) from e
+
+        from botocore.config import Config
+
+        creds = self.data
+        key = f"{creds.prefix}{filename}"
+        session = aioboto3.Session()
+        async with session.client(
+            "s3",
+            endpoint_url=creds.endpoint,
+            aws_access_key_id=creds.access_key_id,
+            aws_secret_access_key=creds.secret_access_key,
+            aws_session_token=creds.session_token,
+            region_name=creds.region,
+            use_ssl=creds.use_ssl,
+            config=Config(signature_version="s3v4", s3={"addressing_style": "path"}),
+        ) as s3:
+            await s3.put_object(Bucket=creds.bucket, Key=key, Body=content, ContentType=content_type)
+            download_url = await s3.generate_presigned_url(
+                "get_object",
+                Params={"Bucket": creds.bucket, "Key": key},
+                ExpiresIn=creds.ttl,
+            )
+        return download_url
+
+    async def download(self, key: str) -> bytes:
+        """GET object at {prefix}{key} using injected credentials."""
+        if not self.data:
+            raise ExtensionError(self.spec, "S3 credentials extension metadata was not provided")
+
+        try:
+            import aioboto3
+        except ImportError as e:
+            raise ImportError(
+                "aioboto3 is required for S3CredentialsExtensionServer. "
+                "Install it with: pip install 'agentstack-sdk[s3]'"
+            ) from e
+
+        from botocore.config import Config
+
+        creds = self.data
+        full_key = f"{creds.prefix}{key}"
+        session = aioboto3.Session()
+        async with session.client(
+            "s3",
+            endpoint_url=creds.endpoint,
+            aws_access_key_id=creds.access_key_id,
+            aws_secret_access_key=creds.secret_access_key,
+            aws_session_token=creds.session_token,
+            region_name=creds.region,
+            use_ssl=creds.use_ssl,
+            config=Config(signature_version="s3v4", s3={"addressing_style": "path"}),
+        ) as s3:
+            resp = await s3.get_object(Bucket=creds.bucket, Key=full_key)
+            return await resp["Body"].read()
+
+
+class S3CredentialsExtensionClient(BaseExtensionClient[S3CredentialsExtensionSpec, None]):
+    """
+    Client-side helper. Serializes STS-style credentials + prefix into message
+    metadata so the agent can upload freely within the scoped prefix.
+
+    Demo usage (plain long-lived credentials, no STS):
+
+        client = S3CredentialsExtensionClient(config=s3_config, context_id=ctx_id)
+        metadata = client.metadata()
+
+    Production usage (short-lived STS credentials, IAM-scoped to the context prefix):
+
+        client = await S3CredentialsExtensionClient.from_sts(
+            role_arn="arn:aws:iam::123456789012:role/AgentUploadRole",
+            context_id=ctx_id,
+            endpoint="https://s3.amazonaws.com",
+            bucket="my-bucket",
+            region="us-east-1",
+            ttl=3600,
+        )
+        metadata = client.metadata()
+    """
+
+    def __init__(
+        self,
+        config: S3Config,
+        context_id: str,
+        *,
+        session_token: str | None = None,
+        spec: S3CredentialsExtensionSpec | None = None,
+    ) -> None:
+        super().__init__(spec or S3CredentialsExtensionSpec())
+        self._config = config
+        self._prefix = f"contexts/{context_id}/"
+        self._session_token = session_token
+
+    @classmethod
+    async def from_sts(
+        cls,
+        *,
+        role_arn: str,
+        context_id: str,
+        endpoint: str,
+        bucket: str,
+        region: str = "us-east-1",
+        use_ssl: bool = True,
+        ttl: int = 3600,
+        spec: S3CredentialsExtensionSpec | None = None,
+    ) -> "S3CredentialsExtensionClient":
+        """
+        Obtain short-lived credentials via AWS STS AssumeRole with an inline
+        policy scoped to ``contexts/{context_id}/*``, then construct the client.
+
+        The resulting session token is wired through to the agent so that IAM
+        enforces the namespace isolation at the infrastructure level — no
+        application-level key prefix check is needed.
+
+        Requires the caller's IAM identity to have ``sts:AssumeRole`` permission
+        on *role_arn*.  The role's trust policy must allow that identity.
+
+        Example IAM inline policy attached to the assumed role session::
+
+            {
+                "Version": "2012-10-17",
+                "Statement": [{
+                    "Effect": "Allow",
+                    "Action": ["s3:PutObject", "s3:GetObject", "s3:ListObjectsV2"],
+                    "Resource": "arn:aws:s3:::<bucket>/contexts/<context_id>/*"
+                }]
+            }
+        """
+        import json
+
+        try:
+            import aioboto3
+        except ImportError as e:
+            raise ImportError(
+                "aioboto3 is required for S3CredentialsExtensionClient.from_sts. "
+                "Install it with: pip install 'agentstack-sdk[s3]'"
+            ) from e
+
+        scoped_policy = json.dumps({
+            "Version": "2012-10-17",
+            "Statement": [{
+                "Effect": "Allow",
+                "Action": ["s3:PutObject", "s3:GetObject", "s3:ListObjectsV2"],
+                "Resource": f"arn:aws:s3:::{bucket}/contexts/{context_id}/*",
+            }],
+        })
+
+        session = aioboto3.Session()
+        async with session.client("sts", region_name=region) as sts:
+            response = await sts.assume_role(
+                RoleArn=role_arn,
+                RoleSessionName=f"agent-{context_id[:16]}",
+                Policy=scoped_policy,
+                DurationSeconds=ttl,
+            )
+
+        creds = response["Credentials"]
+        config = S3Config(
+            endpoint_url=endpoint,
+            bucket=bucket,
+            access_key=creds["AccessKeyId"],
+            secret_key=creds["SecretAccessKey"],
+            region=region,
+            use_ssl=use_ssl,
+        )
+        return cls(config=config, context_id=context_id, session_token=creds["SessionToken"], spec=spec)
+
+    def metadata(self, ttl: int = 3600) -> dict:
+        """Serialize credentials + prefix into message metadata."""
+        return {
+            S3_CREDENTIALS_EXTENSION_URI: S3CredentialsExtensionMetadata(
+                endpoint=self._config.endpoint_url,
+                bucket=self._config.bucket,
+                access_key_id=self._config.access_key.get_secret_value(),
+                secret_access_key=self._config.secret_key.get_secret_value(),
+                session_token=self._session_token,
+                region=self._config.region,
+                use_ssl=self._config.use_ssl,
+                prefix=self._prefix,
+                ttl=ttl,
+            ).model_dump(mode="json", context={REVEAL_SECRETS: True})
+        }
diff --git a/apps/agentstack-sdk-py/uv.lock b/apps/agentstack-sdk-py/uv.lock
index eba1c2011f..345ebe57c0 100644
--- a/apps/agentstack-sdk-py/uv.lock
+++ b/apps/agentstack-sdk-py/uv.lock
@@ -51,6 +51,11 @@ dependencies = [
     { name = "uvicorn" },
 ]
 
+[package.optional-dependencies]
+s3 = [
+    { name = "aioboto3" },
+]
+
 [package.dev-dependencies]
 dev = [
     { name = "beeai-framework", extra = ["duckduckgo", "wikipedia"] },
@@ -64,6 +69,7 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "a2a-sdk", specifier = "==0.3.24" },
+    { name = "aioboto3", marker = "extra == 's3'", specifier = ">=14.0.0" },
     { name = "anyio", specifier = ">=4.9.0" },
     { name = "async-lru", specifier = ">=2.0.4" },
     { name = "asyncclick", specifier = ">=8.1.8" },
@@ -86,6 +92,7 @@ requires-dist = [
     { name = "typing-extensions", specifier = ">=4.15.0" },
     { name = "uvicorn", specifier = ">=0.37.0,<0.38.0" },
 ]
+provides-extras = ["s3"]
 
 [package.metadata.requires-dev]
 dev = [
@@ -97,6 +104,42 @@ dev = [
     { name = "ruff", specifier = ">=0.12.3" },
 ]
 
+[[package]]
+name = "aioboto3"
+version = "15.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiobotocore", extra = ["boto3"] },
+    { name = "aiofiles" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a2/01/92e9ab00f36e2899315f49eefcd5b4685fbb19016c7f19a9edf06da80bb0/aioboto3-15.5.0.tar.gz", hash = "sha256:ea8d8787d315594842fbfcf2c4dce3bac2ad61be275bc8584b2ce9a3402a6979", size = 255069, upload-time = "2025-10-30T13:37:16.122Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e5/3e/e8f5b665bca646d43b916763c901e00a07e40f7746c9128bdc912a089424/aioboto3-15.5.0-py3-none-any.whl", hash = "sha256:cc880c4d6a8481dd7e05da89f41c384dbd841454fc1998ae25ca9c39201437a6", size = 35913, upload-time = "2025-10-30T13:37:14.549Z" },
+]
+
+[[package]]
+name = "aiobotocore"
+version = "2.25.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "aioitertools" },
+    { name = "botocore" },
+    { name = "jmespath" },
+    { name = "multidict" },
+    { name = "python-dateutil" },
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/62/94/2e4ec48cf1abb89971cb2612d86f979a6240520f0a659b53a43116d344dc/aiobotocore-2.25.1.tar.gz", hash = "sha256:ea9be739bfd7ece8864f072ec99bb9ed5c7e78ebb2b0b15f29781fbe02daedbc", size = 120560, upload-time = "2025-10-28T22:33:21.787Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/95/2a/d275ec4ce5cd0096665043995a7d76f5d0524853c76a3d04656de49f8808/aiobotocore-2.25.1-py3-none-any.whl", hash = "sha256:eb6daebe3cbef5b39a0bb2a97cffbe9c7cb46b2fcc399ad141f369f3c2134b1f", size = 86039, upload-time = "2025-10-28T22:33:19.949Z" },
+]
+
+[package.optional-dependencies]
+boto3 = [
+    { name = "boto3" },
+]
+
 [[package]]
 name = "aiofiles"
 version = "24.1.0"
@@ -183,6 +226,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4e/f1/ab0395f8a79933577cdd996dd2f9aa6014af9535f65dddcf88204682fe62/aiohttp-3.13.3-cp313-cp313-win_amd64.whl", hash = "sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e", size = 453899, upload-time = "2026-01-03T17:31:15.958Z" },
 ]
 
+[[package]]
+name = "aioitertools"
+version = "0.13.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fd/3c/53c4a17a05fb9ea2313ee1777ff53f5e001aefd5cc85aa2f4c2d982e1e38/aioitertools-0.13.0.tar.gz", hash = "sha256:620bd241acc0bbb9ec819f1ab215866871b4bbd1f73836a55f799200ee86950c", size = 19322, upload-time = "2025-11-06T22:17:07.609Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/10/a1/510b0a7fadc6f43a6ce50152e69dbd86415240835868bb0bd9b5b88b1e06/aioitertools-0.13.0-py3-none-any.whl", hash = "sha256:0be0292b856f08dfac90e31f4739432f4cb6d7520ab9eb73e143f4f2fa5259be", size = 24182, upload-time = "2025-11-06T22:17:06.502Z" },
+]
+
 [[package]]
 name = "aiosignal"
 version = "1.4.0"
@@ -307,6 +359,34 @@ wikipedia = [
     { name = "wikipedia-api" },
 ]
 
+[[package]]
+name = "boto3"
+version = "1.40.61"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "botocore" },
+    { name = "jmespath" },
+    { name = "s3transfer" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ed/f9/6ef8feb52c3cce5ec3967a535a6114b57ac7949fd166b0f3090c2b06e4e5/boto3-1.40.61.tar.gz", hash = "sha256:d6c56277251adf6c2bdd25249feae625abe4966831676689ff23b4694dea5b12", size = 111535, upload-time = "2025-10-28T19:26:57.247Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/61/24/3bf865b07d15fea85b63504856e137029b6acbc73762496064219cdb265d/boto3-1.40.61-py3-none-any.whl", hash = "sha256:6b9c57b2a922b5d8c17766e29ed792586a818098efe84def27c8f582b33f898c", size = 139321, upload-time = "2025-10-28T19:26:55.007Z" },
+]
+
+[[package]]
+name = "botocore"
+version = "1.40.61"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "jmespath" },
+    { name = "python-dateutil" },
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/28/a3/81d3a47c2dbfd76f185d3b894f2ad01a75096c006a2dd91f237dca182188/botocore-1.40.61.tar.gz", hash = "sha256:a2487ad69b090f9cccd64cf07c7021cd80ee9c0655ad974f87045b02f3ef52cd", size = 14393956, upload-time = "2025-10-28T19:26:46.108Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/38/c5/f6ce561004db45f0b847c2cd9b19c67c6bf348a82018a48cb718be6b58b0/botocore-1.40.61-py3-none-any.whl", hash = "sha256:17ebae412692fd4824f99cde0f08d50126dc97954008e5ba2b522eb049238aa7", size = 14055973, upload-time = "2025-10-28T19:26:42.15Z" },
+]
+
 [[package]]
 name = "brotli"
 version = "1.2.0"
@@ -1042,6 +1122,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/67/8a/a342b2f0251f3dac4ca17618265d93bf244a2a4d089126e81e4c1056ac50/jiter-0.13.0-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7bb00b6d26db67a05fe3e12c76edc75f32077fb51deed13822dc648fa373bc19", size = 343768, upload-time = "2026-02-02T12:37:55.055Z" },
 ]
 
+[[package]]
+name = "jmespath"
+version = "1.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d3/59/322338183ecda247fb5d1763a6cbe46eff7222eaeebafd9fa65d4bf5cb11/jmespath-1.1.0.tar.gz", hash = "sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d", size = 27377, upload-time = "2026-01-22T16:35:26.279Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/14/2f/967ba146e6d58cf6a652da73885f52fc68001525b4197effc174321d70b4/jmespath-1.1.0-py3-none-any.whl", hash = "sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64", size = 20419, upload-time = "2026-01-22T16:35:24.919Z" },
+]
+
 [[package]]
 name = "json-repair"
 version = "0.52.5"
@@ -1911,6 +2000,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e2/d2/1eb1ea9c84f0d2033eb0b49675afdc71aa4ea801b74615f00f3c33b725e3/pytest_httpx-0.36.0-py3-none-any.whl", hash = "sha256:bd4c120bb80e142df856e825ec9f17981effb84d159f9fa29ed97e2357c3a9c8", size = 20229, upload-time = "2025-12-02T16:34:56.45Z" },
 ]
 
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "six" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432, upload-time = "2024-03-01T18:36:20.211Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" },
+]
+
 [[package]]
 name = "python-dotenv"
 version = "1.2.1"
@@ -2212,6 +2313,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6d/78/097c0798b1dab9f8affe73da9642bb4500e098cb27fd8dc9724816ac747b/ruff-0.15.2-py3-none-win_arm64.whl", hash = "sha256:cabddc5822acdc8f7b5527b36ceac55cc51eec7b1946e60181de8fe83ca8876e", size = 10941649, upload-time = "2026-02-19T22:32:18.108Z" },
 ]
 
+[[package]]
+name = "s3transfer"
+version = "0.14.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "botocore" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/62/74/8d69dcb7a9efe8baa2046891735e5dfe433ad558ae23d9e3c14c633d1d58/s3transfer-0.14.0.tar.gz", hash = "sha256:eff12264e7c8b4985074ccce27a3b38a485bb7f7422cc8046fee9be4983e4125", size = 151547, upload-time = "2025-09-09T19:23:31.089Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/48/f0/ae7ca09223a81a1d890b2557186ea015f6e0502e9b8cb8e1813f1d8cfa4e/s3transfer-0.14.0-py3-none-any.whl", hash = "sha256:ea3b790c7077558ed1f02a3072fb3cb992bbbd253392f4b6e9e8976941c7d456", size = 85712, upload-time = "2025-09-09T19:23:30.041Z" },
+]
+
 [[package]]
 name = "shellingham"
 version = "1.5.4"
@@ -2221,6 +2334,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686", size = 9755, upload-time = "2023-10-24T04:13:38.866Z" },
 ]
 
+[[package]]
+name = "six"
+version = "1.17.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031, upload-time = "2024-12-04T17:35:28.174Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" },
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
diff --git a/examples/agent-integration/files/s3-translation-credentials/.env.example b/examples/agent-integration/files/s3-translation-credentials/.env.example
new file mode 100644
index 0000000000..c8a58079fc
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-credentials/.env.example
@@ -0,0 +1,17 @@
+# S3-compatible storage connection settings
+# SeaweedFS (bundled with dev platform): mise run agentstack-server:dev:start
+# MinIO (local): docker run -p 9000:9000 -e MINIO_ROOT_USER=admin -e MINIO_ROOT_PASSWORD=password minio/minio server /data
+
+#S3_ENDPOINT=http://localhost:9009
+#S3_BUCKET=agentstack
+#S3_ACCESS_KEY=agentstack-admin-user
+#S3_SECRET_KEY=agentstack-admin-password
+
+S3_ENDPOINT=http://localhost:9000
+S3_BUCKET=agentstack
+S3_ACCESS_KEY=admin
+S3_SECRET_KEY=password
+
+# Agent server settings
+HOST=127.0.0.1
+PORT=8000
diff --git a/examples/agent-integration/files/s3-translation-credentials/README.md b/examples/agent-integration/files/s3-translation-credentials/README.md
new file mode 100644
index 0000000000..a5784d3a4d
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-credentials/README.md
@@ -0,0 +1,92 @@
+# S3 Translation — Credentials example
+
+Demonstrates the **S3 credentials extension** (`S3CredentialsExtensionSpec`) where the client injects short-lived, IAM-scoped credentials directly into the message metadata. The agent uses those credentials to upload freely within its assigned prefix — no slots, no pre-declared filenames. Receivers never need an S3 SDK; they follow a plain HTTPS presigned GET URL returned by the agent.
+
+## How it works
+
+```
+Client                                  AWS STS / MinIO
+  │
+  │  1. (production) AssumeRole with inline policy
+  │     scoped to contexts/{context_id}/*
+  │ ─────────────────────────────────────────────> returns AccessKeyId,
+  │ <───────────────────────────────────────────── SecretAccessKey, SessionToken
+  │
+  │  2. SendMessage(FileWithBytes + metadata{
+  │       endpoint, bucket, access_key_id,
+  │       secret_access_key, session_token,
+  │       prefix="contexts/{context_id}/"
+  │     })
+  │ ──────────────────────> Agent
+  │                           │
+  │                     3. aioboto3.put_object(
+  │                           key=prefix+"translated.txt") ──> S3
+  │                           │
+  │                     4. generate_presigned_url("get_object")
+  │                           │
+  │                     5. yield FilePart(FileWithUri(presigned_GET_url))
+  │ <──────────────────────────
+  │
+  │  6. GET presigned_GET_url ──────────────────> S3
+  │ <─────────────────────────────────────────── file content
+```
+
+The client owns the namespace (`contexts/{context_id}/`) and enforces isolation via IAM policy — the agent cannot write outside its assigned prefix. The agent decides the filename at runtime; there is no upfront slot negotiation.
+
+Credential fields (`access_key_id`, `secret_access_key`, `session_token`) are automatically redacted in logs and telemetry.
+
+## Demo vs. production
+
+| | Demo (this example) | Production |
+|---|---|---|
+| Credentials source | Long-lived keys from `.env` | `S3CredentialsExtensionClient.from_sts(role_arn=...)` |
+| Session token | `None` | STS `AssumeRole` response |
+| Namespace isolation | Honour system | IAM policy enforced by AWS |
+
+## Prerequisites
+
+- Python 3.11+
+- [uv](https://docs.astral.sh/uv/)
+- A running S3-compatible storage backend
+
+Start MinIO locally:
+
+```bash
+docker run -p 9000:9000 \
+  -e MINIO_ROOT_USER=admin \
+  -e MINIO_ROOT_PASSWORD=password \
+  minio/minio server /data
+```
+
+## Setup
+
+```bash
+cp .env.example .env   # adjust values if needed
+uv sync
+```
+
+## Run
+
+In one terminal, start the agent:
+
+```bash
+uv run server
+```
+
+In another terminal, send a file:
+
+```bash
+uv run client input.txt
+uv run client input.txt --user-id bob
+uv run client input.txt --agent-url http://localhost:8001
+```
+
+The agent reverses each line of the input file (mock translation), uploads the result to `contexts/{context_id}/translated.txt` using the injected credentials, and returns a presigned GET URL. The client downloads and prints the translated content.
+
+## Extension classes
+
+| Class | Role |
+|---|---|
+| `S3CredentialsExtensionClient` | Client-side — builds metadata with credentials + prefix; `from_sts()` for production |
+| `S3CredentialsExtensionServer` | Agent-side — calls `upload(filename, content)`, returns presigned GET URL |
+| `S3CredentialsExtensionMetadata` | Metadata schema carried in `message.metadata`; secrets redacted in logs |
diff --git a/examples/agent-integration/files/s3-translation-credentials/input.txt b/examples/agent-integration/files/s3-translation-credentials/input.txt
new file mode 100644
index 0000000000..3c6596a908
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-credentials/input.txt
@@ -0,0 +1,3 @@
+Hello
+world
+<3
\ No newline at end of file
diff --git a/examples/agent-integration/files/s3-translation-credentials/pyproject.toml b/examples/agent-integration/files/s3-translation-credentials/pyproject.toml
new file mode 100644
index 0000000000..5439b8d292
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-credentials/pyproject.toml
@@ -0,0 +1,37 @@
+[project]
+name = "s3-translation-credentials"
+version = "0.1.0"
+description = "Example demonstrating S3 credentials extension for file upload/download using injected STS-style credentials and a mock translation agent."
+authors = [
+    { name = "IBM Corp." },
+]
+requires-python = ">=3.11,<3.14"
+dependencies = [
+    "agentstack-sdk[s3]>=0.6.3",
+    "asyncclick>=8.1.8",
+    "python-dotenv>=1.2.1",
+]
+
+[tool.ruff]
+line-length = 120
+target-version = "py311"
+
+[tool.uv.sources]
+agentstack-sdk = { path = "../../../../apps/agentstack-sdk-py", editable = true }
+
+[project.scripts]
+server = "s3_translation_credentials.agent:run"
+client = "s3_translation_credentials.client:run"
+
+[build-system]
+requires = ["uv_build>=0.10.0,<0.11.0"]
+build-backend = "uv_build"
+
+[dependency-groups]
+dev = [
+    "watchfiles>=1.1.0",
+]
+
+[tool.pyright]
+venvPath = "."
+venv = ".venv"
diff --git a/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/__init__.py b/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/__init__.py
new file mode 100644
index 0000000000..ef775222db
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/__init__.py
@@ -0,0 +1,2 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
diff --git a/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/agent.py b/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/agent.py
new file mode 100644
index 0000000000..e4686aa534
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/agent.py
@@ -0,0 +1,72 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
+
+import os
+from typing import Annotated
+
+from a2a.types import FilePart, FileWithUri, Message, Part, TextPart
+from agentstack_sdk.a2a.extensions.storage.s3_credentials import S3CredentialsExtensionServer, S3CredentialsExtensionSpec
+from agentstack_sdk.a2a.types import AgentArtifact, AgentMessage
+from agentstack_sdk.server import Server
+from agentstack_sdk.server.context import RunContext
+from agentstack_sdk.util.file import load_file
+
+server = Server()
+
+
+@server.agent(
+    name="s3-translation-credentials-agent",
+    description=(
+        "Accepts a plain-text file, mock-translates it (reverses each line), "
+        "and uploads the result using injected S3 credentials. "
+        "Returns a presigned GET URL for the translated file — no S3 SDK needed by the caller."
+    ),
+    default_input_modes=["text/plain"],
+    default_output_modes=["text/plain"],
+)
+async def translate_agent(
+    input: Message,
+    context: RunContext,
+    s3: Annotated[S3CredentialsExtensionServer, S3CredentialsExtensionSpec()],
+):
+    await context.store(input)
+
+    for part in input.parts:
+        if isinstance(part.root, FilePart):
+            async with load_file(part.root) as loaded:
+                original_text = loaded.text
+
+            # Mock "translation": reverse each line
+            translated = "\n".join(line[::-1] for line in original_text.splitlines())
+
+            # Agent decides the filename; upload() handles key construction and
+            # returns a presigned GET URL — the caller never needs an S3 SDK.
+            download_url = await s3.upload("translated.txt", translated.encode(), "text/plain")
+
+            chunk = AgentArtifact(
+                parts=[
+                    TextPart(text="Here is the translated document."),
+                    FilePart(
+                        file=FileWithUri(
+                            uri=download_url,
+                            mime_type="text/plain",
+                            name="translated.txt",
+                        )
+                    ),
+                ]
+            )
+            await context.store(chunk)
+            yield chunk
+            return
+
+    response = AgentMessage(parts=[TextPart(text="No file found in input.")])
+    await context.store(response)
+    yield response
+
+
+def run():
+    server.run(host=os.getenv("HOST", "127.0.0.1"), port=int(os.getenv("PORT", "8000")))
+
+
+if __name__ == "__main__":
+    run()
diff --git a/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/client.py b/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/client.py
new file mode 100644
index 0000000000..850d977ad8
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-credentials/src/s3_translation_credentials/client.py
@@ -0,0 +1,119 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
+
+"""
+Demo client for the S3 credentials translation agent.
+
+The client injects short-lived STS-style S3 credentials into the message
+metadata. The agent uses those credentials to upload the translated file
+and returns a presigned GET URL — no S3 SDK is needed to download the result.
+
+Usage:
+    uv run client input.txt
+    uv run client input.txt --user-id bob
+    uv run client input.txt --agent-url http://localhost:8001
+
+Prerequisites:
+    Copy .env.example to .env and set the S3 connection variables, or export them directly.
+    Start the agent first: uv run server
+"""
+
+from __future__ import annotations
+
+import base64
+import os
+from pathlib import Path
+from uuid import uuid4
+
+from dotenv import load_dotenv
+
+load_dotenv()
+
+import asyncclick as click
+import httpx
+from a2a.client import A2AClient
+from a2a.types import (
+    FilePart,
+    FileWithBytes,
+    FileWithUri,
+    Message,
+    MessageSendParams,
+    Part,
+    Role,
+    SendMessageRequest,
+    TextPart,
+)
+from agentstack_sdk.a2a.extensions.storage.s3 import S3Config
+from agentstack_sdk.a2a.extensions.storage.s3_credentials import S3CredentialsExtensionClient
+
+
+@click.command()
+@click.argument("input_file")
+@click.option("--user-id", default="alice", show_default=True, help="User ID embedded in the context label.")
+@click.option(
+    "--agent-url",
+    default="http://127.0.0.1:8000/jsonrpc/",
+    show_default=True,
+    help="Base URL of the running translation agent.",
+)
+async def run(input_file: str, user_id: str, agent_url: str) -> None:
+    config = S3Config(
+        endpoint_url=os.environ["S3_ENDPOINT"],
+        bucket=os.environ["S3_BUCKET"],
+        access_key=os.environ["S3_ACCESS_KEY"],
+        secret_key=os.environ["S3_SECRET_KEY"],
+    )
+
+    # Each run uses a fresh context_id; the agent will upload to
+    # contexts/{context_id}/translated.txt
+    context_id = str(uuid4())
+    s3_client = S3CredentialsExtensionClient(config=config, context_id=context_id)
+
+    print(f"[{user_id}] Using context_id={context_id}")
+    print(f"[{user_id}] Agent will upload to: contexts/{context_id}/translated.txt")
+
+    content = Path(input_file).read_bytes()
+    message = Message(
+        message_id=str(uuid4()),
+        role=Role.user,
+        parts=[
+            Part(
+                root=FilePart(
+                    file=FileWithBytes(
+                        name=Path(input_file).name,
+                        bytes=base64.b64encode(content).decode(),
+                        mime_type="text/plain",
+                    )
+                )
+            )
+        ],
+        metadata={
+            "user-id": user_id,
+            **s3_client.metadata(),
+        },
+    )
+
+    async with httpx.AsyncClient() as http:
+        client = A2AClient(httpx_client=http, url=agent_url)
+        await client.get_card()
+
+        print(f"[{user_id}] Sending file to agent...")
+        response = await client.send_message(
+            request=SendMessageRequest(id=str(uuid4()), params=MessageSendParams(message=message))
+        )
+
+        for event in response.root.result.history or []:
+            for part in event.parts or []:
+                part_root = part.root
+                if isinstance(part_root, FilePart) and isinstance(part_root.file, FileWithUri):
+                    download_url = str(part_root.file.uri)
+                    print(f"[{user_id}] Downloading result from: {download_url}")
+                    result_resp = httpx.get(download_url)
+                    result_resp.raise_for_status()
+                    print(f"[{user_id}] Translated content:\n{result_resp.text}")
+                elif isinstance(part_root, TextPart):
+                    print(f"[{user_id}] Agent message: {part_root.text}")
+
+
+if __name__ == "__main__":
+    run()
diff --git a/examples/agent-integration/files/s3-translation-presigned/.env.example b/examples/agent-integration/files/s3-translation-presigned/.env.example
new file mode 100644
index 0000000000..c8a58079fc
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/.env.example
@@ -0,0 +1,17 @@
+# S3-compatible storage connection settings
+# SeaweedFS (bundled with dev platform): mise run agentstack-server:dev:start
+# MinIO (local): docker run -p 9000:9000 -e MINIO_ROOT_USER=admin -e MINIO_ROOT_PASSWORD=password minio/minio server /data
+
+#S3_ENDPOINT=http://localhost:9009
+#S3_BUCKET=agentstack
+#S3_ACCESS_KEY=agentstack-admin-user
+#S3_SECRET_KEY=agentstack-admin-password
+
+S3_ENDPOINT=http://localhost:9000
+S3_BUCKET=agentstack
+S3_ACCESS_KEY=admin
+S3_SECRET_KEY=password
+
+# Agent server settings
+HOST=127.0.0.1
+PORT=8000
diff --git a/examples/agent-integration/files/s3-translation-presigned/README.md b/examples/agent-integration/files/s3-translation-presigned/README.md
new file mode 100644
index 0000000000..7fb8ef923e
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/README.md
@@ -0,0 +1,112 @@
+# S3 Translation — Pre-signed URL example
+
+Demonstrates the **S3 extension** (`S3ExtensionSpec`) where the client pre-generates presigned PUT/GET URL pairs and injects them into the message metadata as named **slots**. The agent holds no S3 credentials — it receives ready-to-use URLs and writes to them over plain HTTPS.
+
+This example produces **two output files** per request: the translated text and a plain-text stats summary.
+
+## How it works
+
+```
+Client                                  S3 / MinIO
+  │
+  │  1. create_upload_slot("translated", ...)
+  │     create_upload_slot("summary", ...)   ──> generates presigned
+  │ <─────────────────────────────────────── PUT + GET URL pair × 2
+  │
+  │  2. SendMessage(FileWithBytes + metadata{
+  │       "translated": { upload_url, download_url },
+  │       "summary":    { upload_url, download_url }
+  │     })
+  │ ──────────────────────> Agent
+  │                           │
+  │                     3. PUT upload_url["translated"] ──> S3
+  │                     4. PUT upload_url["summary"]    ──> S3
+  │                           │
+  │                     5. yield FilePart(translated_download_url)
+  │                            FilePart(summary_download_url)
+  │ <──────────────────────────
+  │
+  │  6. GET each download_url ─────────────────────────> S3
+  │ <──────────────────────────────────────────────────  content
+```
+
+## Slots
+
+A **slot** is a named reservation for one output file, declared by the client before the message is sent. Each slot bundles a presigned PUT URL (for the agent to write) and a presigned GET URL (for anyone to read afterwards).
+
+```python
+# Client: declare every file the agent is expected to produce
+translated_slot, summary_slot = await asyncio.gather(
+    s3_client.create_upload_slot(slot="translated", ...),
+    s3_client.create_upload_slot(slot="summary", ...),
+)
+message.metadata = s3_client.metadata({
+    "translated": translated_slot,
+    "summary":    summary_slot,
+})
+
+# Agent: write to each slot by name
+translated_url = await s3.upload(slot="translated", content=..., content_type="text/plain")
+summary_url    = await s3.upload(slot="summary",    content=..., content_type="text/plain")
+```
+
+The S3 key for each slot is scoped to `{context_id}/{user_id}/{filename}`, ensuring users cannot overwrite each other's files.
+
+## On-demand uploads
+
+This model requires the client to **declare all output files upfront**. If the number of outputs is not known ahead of time — for example, an agent that splits a document into an arbitrary number of chunks — this is a limitation: the agent cannot request new upload URLs mid-stream.
+
+Two approaches for on-demand uploads:
+
+1. **Pre-allocate generously.** If the upper bound is known (e.g. at most 10 chunks), the client creates 10 slots and the agent uses only what it needs. Unused slots simply go unused.
+
+2. **Use the credentials extension.** Inject short-lived IAM-scoped credentials instead of URL pairs. The agent can then create as many objects as it needs within its assigned prefix with no prior negotiation. See [`s3-translation-credentials/`](../s3-translation-credentials/).
+
+## Prerequisites
+
+- Python 3.11+
+- [uv](https://docs.astral.sh/uv/)
+- A running S3-compatible storage backend
+
+Start MinIO locally:
+
+```bash
+docker run -p 9000:9000 \
+  -e MINIO_ROOT_USER=admin \
+  -e MINIO_ROOT_PASSWORD=password \
+  minio/minio server /data
+```
+
+## Setup
+
+```bash
+cp .env.example .env   # adjust values if needed
+uv sync
+```
+
+## Run
+
+In one terminal, start the agent:
+
+```bash
+uv run server
+```
+
+In another terminal, send a file:
+
+```bash
+uv run client input.txt
+uv run client input.txt --user-id bob
+uv run client input.txt --agent-url http://localhost:8001
+```
+
+The agent produces two files: `translated_<name>.txt` (each line reversed) and `summary.txt` (line / word / char counts). The client downloads and prints both.
+
+## Extension classes
+
+| Class | Role |
+|---|---|
+| `S3ExtensionClient` | Client-side — calls `create_upload_slot()` per file, builds message metadata |
+| `S3ExtensionServer` | Agent-side — calls `upload(slot, content)` per file, returns download URL |
+| `S3ExtensionMetadata` | Metadata schema carried in `message.metadata` |
+| `S3UploadSlot` | A presigned PUT + GET URL pair for one file |
diff --git a/examples/agent-integration/files/s3-translation-presigned/input.txt b/examples/agent-integration/files/s3-translation-presigned/input.txt
new file mode 100644
index 0000000000..c0ae23c1a5
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/input.txt
@@ -0,0 +1,3 @@
+Hello
+Agent
+Stack
\ No newline at end of file
diff --git a/examples/agent-integration/files/s3-translation-presigned/pyproject.toml b/examples/agent-integration/files/s3-translation-presigned/pyproject.toml
new file mode 100644
index 0000000000..110e63d428
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/pyproject.toml
@@ -0,0 +1,37 @@
+[project]
+name = "s3-translation-presigned"
+version = "0.1.0"
+description = "Example demonstrating S3 extension for file upload/download via pre-signed URLs using a mock translation agent."
+authors = [
+    { name = "IBM Corp." },
+]
+requires-python = ">=3.11,<3.14"
+dependencies = [
+    "agentstack-sdk[s3]>=0.6.3",
+    "asyncclick>=8.1.8",
+    "python-dotenv>=1.2.1",
+]
+
+[tool.ruff]
+line-length = 120
+target-version = "py311"
+
+[tool.uv.sources]
+agentstack-sdk = { path = "../../../../apps/agentstack-sdk-py", editable = true }
+
+[project.scripts]
+server = "s3_translation_presigned.agent:run"
+client = "s3_translation_presigned.client:run"
+
+[build-system]
+requires = ["uv_build>=0.10.0,<0.11.0"]
+build-backend = "uv_build"
+
+[dependency-groups]
+dev = [
+    "watchfiles>=1.1.0",
+]
+
+[tool.pyright]
+venvPath = "."
+venv = ".venv"
diff --git a/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/__init__.py b/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/__init__.py
new file mode 100644
index 0000000000..ef775222db
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/__init__.py
@@ -0,0 +1,2 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
diff --git a/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/agent.py b/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/agent.py
new file mode 100644
index 0000000000..e0c682b2d4
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/agent.py
@@ -0,0 +1,104 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
+
+# NOTE: On-demand slot requests
+# The pre-signed URL model requires the client to declare every output file
+# upfront, before sending the message. The agent can only write to the slots it
+# was given — it cannot request new upload URLs mid-stream.
+#
+# If the number of output files is not known ahead of time (e.g. the agent
+# splits a document into an unknown number of chunks), use the S3 credentials
+# extension instead: the client injects short-lived IAM-scoped credentials and
+# the agent can create as many objects as it needs within its assigned prefix.
+# See: examples/agent-integration/files/s3-translation-credentials/
+
+import os
+from typing import Annotated
+
+from a2a.types import FilePart, FileWithUri, Message, Part, TextPart
+from agentstack_sdk.a2a.extensions.storage.s3 import S3ExtensionServer, S3ExtensionSpec
+from agentstack_sdk.a2a.types import AgentArtifact, AgentMessage
+from agentstack_sdk.server import Server
+from agentstack_sdk.server.context import RunContext
+from agentstack_sdk.util.file import load_file
+
+server = Server()
+
+
+@server.agent(
+    name="s3-translation-agent",
+    description=(
+        "Accepts a plain-text file, mock-translates it (reverses each line), "
+        "and uploads two result files via the S3 extension: the translated text "
+        "and a stats summary. Returns pre-signed download URLs for both."
+    ),
+    default_input_modes=["text/plain"],
+    default_output_modes=["text/plain"],
+)
+async def translate_agent(
+    input: Message,
+    context: RunContext,
+    s3: Annotated[S3ExtensionServer, S3ExtensionSpec()],
+):
+    await context.store(input)
+    files_found = False
+
+    for part in input.parts:
+        if isinstance(part.root, FilePart):
+            async with load_file(part.root) as loaded:
+                original_text = loaded.text
+
+            lines = original_text.splitlines()
+
+            # Output 1 — mock "translation": reverse each line
+            translated = "\n".join(line[::-1] for line in lines)
+            translated_url = await s3.upload(
+                slot="translated",
+                content=translated.encode(),
+                content_type="text/plain",
+            )
+
+            # Output 2 — plain-text stats summary
+            word_count = sum(len(line.split()) for line in lines)
+            summary = (
+                f"lines:  {len(lines)}\n"
+                f"words:  {word_count}\n"
+                f"chars:  {len(original_text)}\n"
+            )
+            summary_url = await s3.upload(
+                slot="summary",
+                content=summary.encode(),
+                content_type="text/plain",
+            )
+
+            chunk = AgentArtifact(
+                parts=[
+                    TextPart(text="Translation and summary are ready."),
+                    FilePart(file=FileWithUri(
+                        uri=translated_url,
+                        mime_type="text/plain",
+                        name=f"translated_{part.root.file.name or 'unknown'}.txt",
+                    )),
+                    FilePart(file=FileWithUri(
+                        uri=summary_url,
+                        mime_type="text/plain",
+                        name="summary.txt",
+                    )),
+                ]
+            )
+            await context.store(chunk)
+            yield chunk
+            files_found = True
+
+    if not files_found:
+        response = AgentMessage(parts=[TextPart(text="No file found in input.")])
+        await context.store(response)
+        yield response
+
+
+def run():
+    server.run(host=os.getenv("HOST", "127.0.0.1"), port=int(os.getenv("PORT", "8000")))
+
+
+if __name__ == "__main__":
+    run()
diff --git a/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/client.py b/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/client.py
new file mode 100644
index 0000000000..81e1a35c9d
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/src/s3_translation_presigned/client.py
@@ -0,0 +1,122 @@
+# Copyright 2025 © BeeAI a Series of LF Projects, LLC
+# SPDX-License-Identifier: Apache-2.0
+
+"""
+Demo client for the S3 translation agent.
+
+Usage:
+    uv run client input.txt
+    uv run client input.txt --user-id bob
+    uv run client input.txt --agent-url http://localhost:8001
+
+Prerequisites:
+    Copy .env.example to .env and set the S3 connection variables, or export them directly.
+    Start the agent first: uv run server
+"""
+
+from __future__ import annotations
+
+import asyncio
+import base64
+import os
+from pathlib import Path
+from uuid import uuid4
+
+from dotenv import load_dotenv
+
+load_dotenv()
+
+import asyncclick as click
+import httpx
+from a2a.client import A2AClient
+from a2a.types import FilePart, FileWithBytes, FileWithUri, Message, Part, Role, TextPart, SendMessageRequest, \
+    MessageSendParams
+from agentstack_sdk.a2a.extensions.storage.s3 import S3Config, S3ExtensionClient
+
+
+@click.command()
+@click.argument("input_file")
+@click.option("--user-id", default="alice", show_default=True, help="User ID to scope the S3 key prefix.")
+@click.option(
+    "--agent-url",
+    default="http://127.0.0.1:8000/jsonrpc/",
+    show_default=True,
+    help="Base URL of the running translation agent.",
+)
+async def run(input_file: str, user_id: str, agent_url: str) -> None:
+    config = S3Config(
+        endpoint_url=os.environ["S3_ENDPOINT"],
+        bucket=os.environ["S3_BUCKET"],
+        access_key=os.environ["S3_ACCESS_KEY"],
+        secret_key=os.environ["S3_SECRET_KEY"],
+    )
+    s3_client = S3ExtensionClient(config=config)
+
+    # Each demo run uses a fresh context_id to scope the S3 keys.
+    context_id = str(uuid4())
+
+    # Pre-generate one upload slot per expected output file.
+    # The agent can only write to slots declared here — it receives no S3
+    # credentials and cannot request additional slots mid-stream.
+    translated_slot, summary_slot = await asyncio.gather(
+        s3_client.create_upload_slot(
+            slot="translated",
+            context_id=context_id,
+            user_id=user_id,
+            filename="translated.txt",
+        ),
+        s3_client.create_upload_slot(
+            slot="summary",
+            context_id=context_id,
+            user_id=user_id,
+            filename="summary.txt",
+        ),
+    )
+    print(f"[{user_id}] Upload slots created under {context_id}/{user_id}/")
+
+    content = Path(input_file).read_bytes()
+    message = Message(
+        message_id=str(uuid4()),
+        role=Role.user,
+        parts=[
+            Part(
+                root=FilePart(
+                    file=FileWithBytes(
+                        name=Path(input_file).name,
+                        bytes=base64.b64encode(content).decode(),
+                        mime_type="text/plain",
+                    )
+                )
+            )
+        ],
+        metadata={
+            "user-id": user_id,
+            **s3_client.metadata({"translated": translated_slot, "summary": summary_slot}),
+        },
+    )
+
+    async with httpx.AsyncClient() as http:
+        client = A2AClient(httpx_client=http, url=agent_url)
+        await client.get_card()
+
+        print(f"[{user_id}] Sending file to agent...")
+        response = await client.send_message(
+            request=SendMessageRequest(id=str(uuid4()), params=MessageSendParams(message=message))
+        )
+
+        for event in response.root.result.history or []:
+            for part in event.parts or []:
+                part_root = part.root
+                if isinstance(part_root, FilePart) and isinstance(part_root.file, FileWithUri):
+                    download_url = str(part_root.file.uri)
+                    label = part_root.file.name or download_url
+                    print(f"[{user_id}] Downloading {label} from: {download_url}")
+                    result_resp = httpx.get(download_url)
+                    result_resp.raise_for_status()
+                    print(f"[{user_id}] {label}:\n{result_resp.text}")
+                elif isinstance(part_root, TextPart):
+                    print(f"[{user_id}] Agent message: {part_root.text}")
+
+
+if __name__ == "__main__":
+    run()
diff --git a/examples/agent-integration/files/s3-translation-presigned/uv.lock b/examples/agent-integration/files/s3-translation-presigned/uv.lock
new file mode 100644
index 0000000000..61f570452e
--- /dev/null
+++ b/examples/agent-integration/files/s3-translation-presigned/uv.lock
@@ -0,0 +1,1805 @@
+version = 1
+revision = 3
+requires-python = ">=3.11, <3.14"
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version < '3.13'",
+]
+
+[[package]]
+name = "a2a-sdk"
+version = "0.3.24"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "google-api-core" },
+    { name = "httpx" },
+    { name = "httpx-sse" },
+    { name = "protobuf" },
+    { name = "pydantic" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ad/76/cefa956fb2d3911cb91552a1da8ce2dbb339f1759cb475e2982f0ae2332b/a2a_sdk-0.3.24.tar.gz", hash = "sha256:3581e6e8a854cd725808f5732f90b7978e661b6d4e227a4755a8f063a3c1599d", size = 255550, upload-time = "2026-02-20T10:05:43.423Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/10/6e/cae5f0caea527b39c0abd7204d9416768764573c76649ca03cc345a372be/a2a_sdk-0.3.24-py3-none-any.whl", hash = "sha256:7b248767096bb55311f57deebf6b767349388d94c1b376c60cb8f6b715e053f6", size = 145752, upload-time = "2026-02-20T10:05:41.729Z" },
+]
+
+[[package]]
+name = "agentstack-sdk"
+version = "0.6.3"
+source = { editable = "../../../../apps/agentstack-sdk-py" }
+dependencies = [
+    { name = "a2a-sdk" },
+    { name = "anyio" },
+    { name = "async-lru" },
+    { name = "asyncclick" },
+    { name = "authlib" },
+    { name = "cachetools" },
+    { name = "fastapi" },
+    { name = "httpx" },
+    { name = "janus" },
+    { name = "mcp" },
+    { name = "objprint" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-instrumentation-fastapi" },
+    { name = "opentelemetry-instrumentation-httpx" },
+    { name = "opentelemetry-instrumentation-openai" },
+    { name = "opentelemetry-sdk" },
+    { name = "sse-starlette" },
+    { name = "starlette" },
+    { name = "tenacity" },
+    { name = "typing-extensions" },
+    { name = "uvicorn" },
+]
+
+[package.optional-dependencies]
+s3 = [
+    { name = "aioboto3" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "a2a-sdk", specifier = "==0.3.24" },
+    { name = "aioboto3", marker = "extra == 's3'", specifier = ">=14.0.0" },
+    { name = "anyio", specifier = ">=4.9.0" },
+    { name = "async-lru", specifier = ">=2.0.4" },
+    { name = "asyncclick", specifier = ">=8.1.8" },
+    { name = "authlib", specifier = ">=1.3.0" },
+    { name = "cachetools", specifier = ">=6.2.3" },
+    { name = "fastapi", specifier = ">=0.116.1" },
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+    { name = "opentelemetry-api", specifier = ">=1.35.0" },
+    { name = "opentelemetry-exporter-otlp-proto-http", specifier = ">=1.35.0" },
+    { name = "opentelemetry-instrumentation-fastapi", specifier = ">=0.56b0" },
+    { name = "opentelemetry-instrumentation-httpx", specifier = ">=0.60b1" },
+    { name = "opentelemetry-instrumentation-openai", specifier = ">=0.52.3" },
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+    { name = "starlette", specifier = ">=0.47.2" },
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+    { name = "typing-extensions", specifier = ">=4.15.0" },
+    { name = "uvicorn", specifier = ">=0.37.0,<0.38.0" },
+]
+provides-extras = ["s3"]
+
+[package.metadata.requires-dev]
+dev = [
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+    { name = "pyrefly", specifier = ">=0.52.0" },
+    { name = "pytest", specifier = ">=8.4.1" },
+    { name = "pytest-asyncio", specifier = ">=1.1.0" },
+    { name = "pytest-httpx", specifier = ">=0.35.0" },
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+]
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+[[package]]
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+version = "15.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiobotocore", extra = ["boto3"] },
+    { name = "aiofiles" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a2/01/92e9ab00f36e2899315f49eefcd5b4685fbb19016c7f19a9edf06da80bb0/aioboto3-15.5.0.tar.gz", hash = "sha256:ea8d8787d315594842fbfcf2c4dce3bac2ad61be275bc8584b2ce9a3402a6979", size = 255069, upload-time = "2025-10-30T13:37:16.122Z" }
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+    { name = "jmespath" },
+    { name = "multidict" },
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+    { name = "wrapt" },
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