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7 Commits

Author SHA1 Message Date
Zamil Majdy
7aab2eb1d5 style(mcp): Apply linter formatting 2026-02-08 20:00:44 +04:00
Zamil Majdy
5ab28ccda2 fix(mcp): Fix pyright errors in test files
- Add type: ignore for aiohttp private _server.sockets access
- Add assert not None before accessing Optional refresh_token
2026-02-08 19:52:52 +04:00
Zamil Majdy
4fe0f05980 docs: Sync block documentation for MCP Tool block 2026-02-08 19:37:49 +04:00
Zamil Majdy
19b3373052 fix(mcp): Address PR review comments
- Fix get_missing_input/get_mismatch_error to validate tool_arguments
  dict instead of the entire BlockInput data (critical bug)
- Add type check for non-dict JSON-RPC error field in client.py
- Add try/catch for non-JSON responses in client.py
- Add raise_for_status and error payload checks to OAuth token requests
- Remove hardcoded placeholder skip-list from _extract_auth_token
- Fix server start timeout check in integration tests
- Remove unused MCPTool import, move execute_block_test to top-level
- Update tests to match fixed validation behavior
- Fix MCP_BLOCK_IMPLEMENTATION.md (remove duplicate section, local path)
- Soften PKCE comment in oauth.py
2026-02-08 19:34:28 +04:00
Zamil Majdy
7db3f12876 feat(backend/blocks/mcp): Add SSE support, OAuth auth, and e2e tests
- Handle text/event-stream (SSE) responses from real MCP servers
  (MCPClient._parse_sse_response) alongside plain JSON responses
- Add e2e tests against OpenAI docs MCP server (developers.openai.com/mcp)
  verifying SSE parsing, tool discovery, and tool execution work with a
  real production MCP server
- Support both api_key and oauth2 credential types on MCPToolBlock
  (MCPCredentials union type, _extract_auth_token helper)
- Add MCPOAuthHandler implementing BaseOAuthHandler with dynamic
  endpoints (authorize_url, token_url) for MCP OAuth 2.1 with PKCE
- Add OAuth metadata discovery to MCPClient (discover_auth,
  discover_auth_server_metadata) per RFC 9728 / RFC 8414
- 76 total tests: 46 unit, 11 OAuth, 14 integration, 5 e2e
2026-02-08 16:32:50 +04:00
Zamil Majdy
e9b996abb0 feat(backend/blocks): Add integration tests and trusted_origins support
- Add a test MCP server (test_server.py) for integration testing
- Add 14 integration tests that hit a real local MCP server over HTTP
- Add trusted_origins support to MCPClient for localhost/internal servers
- MCPToolBlock now trusts the user-configured server URL by default
- Add local conftest.py to avoid SpinTestServer overhead for MCP tests

Test results: 34 unit tests + 14 integration tests = 48 total, all passing
2026-02-08 13:49:44 +04:00
Zamil Majdy
9b972389a0 feat(backend/blocks): Add MCP (Model Context Protocol) tool block
Add a dynamic MCPToolBlock that can connect to any MCP server, discover
available tools, and execute them with dynamically generated input/output
schemas. This follows the same pattern as AgentExecutorBlock for dynamic
schema handling.

New files:
- backend/blocks/mcp/client.py — MCP Streamable HTTP client (JSON-RPC 2.0)
- backend/blocks/mcp/block.py — MCPToolBlock with dynamic schema
- backend/blocks/mcp/test_mcp.py — 34 tests covering client + block
- MCP_BLOCK_IMPLEMENTATION.md — Design document

Modified files:
- backend/integrations/providers.py — Add MCP provider name
2026-02-08 12:49:28 +04:00
15 changed files with 2457 additions and 0 deletions

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# MCP Block Implementation Plan
## Overview
Create a single **MCPBlock** that dynamically integrates with any MCP (Model Context Protocol)
server. Users provide a server URL, the block discovers available tools, presents them as a
dropdown, and dynamically adjusts input/output schema based on the selected tool — exactly like
`AgentExecutorBlock` handles dynamic schemas.
## Architecture
```
User provides MCP server URL + credentials
MCPBlock fetches tools via MCP protocol (tools/list)
User selects tool from dropdown (stored in constantInput)
Input schema dynamically updates based on selected tool's inputSchema
On execution: MCPBlock calls the tool via MCP protocol (tools/call)
Result yielded as block output
```
## Design Decisions
1. **Single block, not many blocks** — One `MCPBlock` handles all MCP servers/tools
2. **Dynamic schema via AgentExecutorBlock pattern** — Override `get_input_schema()`,
`get_input_defaults()`, `get_missing_input()` on the Input class
3. **Auth via API key or OAuth2 credentials** — Use existing `APIKeyCredentials` or
`OAuth2Credentials` with `ProviderName.MCP` provider. API keys are sent as Bearer tokens;
OAuth2 uses the access token.
4. **HTTP-based MCP client** — Use `aiohttp` (already a dependency) to implement MCP Streamable
HTTP transport directly. No need for the `mcp` Python SDK — the protocol is simple JSON-RPC
over HTTP. Handles both JSON and SSE response formats.
5. **No new DB tables** — Everything fits in existing `AgentBlock` + `AgentNode` tables
## Implementation Files
### New Files
- `backend/blocks/mcp/` — MCP block package
- `__init__.py`
- `block.py` — MCPToolBlock implementation
- `client.py` — MCP HTTP client (list_tools, call_tool)
- `oauth.py` — MCP OAuth handler for dynamic endpoint discovery
- `test_mcp.py` — Unit tests
- `test_oauth.py` — OAuth handler tests
- `test_integration.py` — Integration tests with local test server
- `test_e2e.py` — E2E tests against real MCP servers
### Modified Files
- `backend/integrations/providers.py` — Add `MCP = "mcp"` to ProviderName
## Dev Loop
```bash
cd autogpt_platform/backend
poetry run pytest backend/blocks/mcp/test_mcp.py -xvs # Unit tests
poetry run pytest backend/blocks/mcp/test_oauth.py -xvs # OAuth tests
poetry run pytest backend/blocks/mcp/test_integration.py -xvs # Integration tests
poetry run pytest backend/blocks/mcp/ -xvs # All MCP tests
```
## Status
- [x] Research & Design
- [x] Add ProviderName.MCP
- [x] Implement MCP client (client.py)
- [x] Implement MCPToolBlock (block.py)
- [x] Add OAuth2 support (oauth.py)
- [x] Write unit tests
- [x] Write integration tests
- [x] Write E2E tests
- [x] Run tests & fix issues
- [x] Create PR

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"""
MCP (Model Context Protocol) Tool Block.
A single dynamic block that can connect to any MCP server, discover available tools,
and execute them. Works like AgentExecutorBlock — the user selects a tool from a
dropdown and the input/output schema adapts dynamically.
"""
import json
import logging
from typing import Any, Literal
from pydantic import SecretStr
from backend.blocks.mcp.client import MCPClient, MCPClientError
from backend.data.block import (
Block,
BlockCategory,
BlockInput,
BlockOutput,
BlockSchemaInput,
BlockSchemaOutput,
BlockType,
)
from backend.data.model import (
APIKeyCredentials,
CredentialsField,
CredentialsMetaInput,
OAuth2Credentials,
SchemaField,
)
from backend.integrations.providers import ProviderName
from backend.util.json import validate_with_jsonschema
logger = logging.getLogger(__name__)
MCPCredentials = APIKeyCredentials | OAuth2Credentials
MCPCredentialsInput = CredentialsMetaInput[
Literal[ProviderName.MCP], Literal["api_key", "oauth2"]
]
TEST_CREDENTIALS = APIKeyCredentials(
id="01234567-89ab-cdef-0123-456789abcdef",
provider="mcp",
api_key=SecretStr("test-mcp-token"),
title="Mock MCP Credentials",
)
TEST_CREDENTIALS_INPUT = {
"provider": TEST_CREDENTIALS.provider,
"id": TEST_CREDENTIALS.id,
"type": TEST_CREDENTIALS.type,
"title": TEST_CREDENTIALS.title,
}
class MCPToolBlock(Block):
"""
A block that connects to an MCP server, lets the user pick a tool,
and executes it with dynamic input/output schema.
The flow:
1. User provides an MCP server URL (and optional credentials)
2. Frontend calls the backend to get tool list from that URL
3. User selects a tool from a dropdown (available_tools)
4. The block's input schema updates to reflect the selected tool's parameters
5. On execution, the block calls the MCP server to run the tool
"""
class Input(BlockSchemaInput):
# -- Static fields (always shown) --
credentials: MCPCredentialsInput = CredentialsField(
description="Credentials for the MCP server. Use an API key for Bearer "
"token auth, or OAuth2 for servers that support it. For public "
"servers, create a credential with any placeholder value.",
)
server_url: str = SchemaField(
description="URL of the MCP server (Streamable HTTP endpoint)",
placeholder="https://mcp.example.com/mcp",
)
available_tools: dict[str, Any] = SchemaField(
description="Available tools on the MCP server. "
"This is populated automatically when a server URL is provided.",
default={},
hidden=True,
)
selected_tool: str = SchemaField(
description="The MCP tool to execute",
placeholder="Select a tool",
default="",
)
tool_input_schema: dict[str, Any] = SchemaField(
description="JSON Schema for the selected tool's input parameters. "
"Populated automatically when a tool is selected.",
default={},
hidden=True,
)
# -- Dynamic field: actual arguments for the selected tool --
tool_arguments: dict[str, Any] = SchemaField(
description="Arguments to pass to the selected MCP tool. "
"The fields here are defined by the tool's input schema.",
default={},
)
@classmethod
def get_input_schema(cls, data: BlockInput) -> dict[str, Any]:
"""Return the tool's input schema so the builder UI renders dynamic fields."""
return data.get("tool_input_schema", {})
@classmethod
def get_input_defaults(cls, data: BlockInput) -> BlockInput:
"""Return the current tool_arguments as defaults for the dynamic fields."""
return data.get("tool_arguments", {})
@classmethod
def get_missing_input(cls, data: BlockInput) -> set[str]:
"""Check which required tool arguments are missing."""
required_fields = cls.get_input_schema(data).get("required", [])
tool_arguments = data.get("tool_arguments", {})
return set(required_fields) - set(tool_arguments)
@classmethod
def get_mismatch_error(cls, data: BlockInput) -> str | None:
"""Validate tool_arguments against the tool's input schema."""
tool_schema = cls.get_input_schema(data)
if not tool_schema:
return None
tool_arguments = data.get("tool_arguments", {})
return validate_with_jsonschema(tool_schema, tool_arguments)
class Output(BlockSchemaOutput):
result: Any = SchemaField(description="The result returned by the MCP tool")
error: str = SchemaField(description="Error message if the tool call failed")
def __init__(self):
super().__init__(
id="a0a4b1c2-d3e4-4f56-a7b8-c9d0e1f2a3b4",
description="Connect to any MCP server and execute its tools. "
"Provide a server URL, select a tool, and pass arguments dynamically.",
categories={BlockCategory.DEVELOPER_TOOLS},
input_schema=MCPToolBlock.Input,
output_schema=MCPToolBlock.Output,
block_type=BlockType.STANDARD,
test_input={
"server_url": "https://mcp.example.com/mcp",
"credentials": TEST_CREDENTIALS_INPUT,
"selected_tool": "get_weather",
"tool_input_schema": {
"type": "object",
"properties": {"city": {"type": "string"}},
"required": ["city"],
},
"tool_arguments": {"city": "London"},
},
test_output=[
(
"result",
{"weather": "sunny", "temperature": 20},
),
],
test_mock={
"_call_mcp_tool": lambda *a, **kw: {
"weather": "sunny",
"temperature": 20,
},
},
test_credentials=TEST_CREDENTIALS,
)
async def _call_mcp_tool(
self,
server_url: str,
tool_name: str,
arguments: dict[str, Any],
auth_token: str | None = None,
) -> Any:
"""Call a tool on the MCP server. Extracted for easy mocking in tests."""
# Trust the user-configured server URL to allow internal/localhost servers
client = MCPClient(
server_url,
auth_token=auth_token,
trusted_origins=[server_url],
)
await client.initialize()
result = await client.call_tool(tool_name, arguments)
if result.is_error:
error_text = ""
for item in result.content:
if item.get("type") == "text":
error_text += item.get("text", "")
raise MCPClientError(
f"MCP tool '{tool_name}' returned an error: "
f"{error_text or 'Unknown error'}"
)
# Extract text content from the result
output_parts = []
for item in result.content:
if item.get("type") == "text":
text = item.get("text", "")
# Try to parse as JSON for structured output
try:
output_parts.append(json.loads(text))
except (json.JSONDecodeError, ValueError):
output_parts.append(text)
elif item.get("type") == "image":
output_parts.append(
{
"type": "image",
"data": item.get("data"),
"mimeType": item.get("mimeType"),
}
)
elif item.get("type") == "resource":
output_parts.append(item.get("resource", {}))
# If single result, unwrap
if len(output_parts) == 1:
return output_parts[0]
return output_parts if output_parts else None
@staticmethod
def _extract_auth_token(credentials: MCPCredentials) -> str | None:
"""Extract a Bearer token from either API key or OAuth2 credentials."""
if isinstance(credentials, OAuth2Credentials):
return credentials.access_token.get_secret_value()
if isinstance(credentials, APIKeyCredentials) and credentials.api_key:
token_value = credentials.api_key.get_secret_value()
if token_value:
return token_value
return None
async def run(
self,
input_data: Input,
*,
credentials: MCPCredentials,
**kwargs,
) -> BlockOutput:
if not input_data.server_url:
yield "error", "MCP server URL is required"
return
if not input_data.selected_tool:
yield "error", "No tool selected. Please select a tool from the dropdown."
return
auth_token = self._extract_auth_token(credentials)
try:
result = await self._call_mcp_tool(
server_url=input_data.server_url,
tool_name=input_data.selected_tool,
arguments=input_data.tool_arguments,
auth_token=auth_token,
)
yield "result", result
except MCPClientError as e:
yield "error", str(e)
except Exception as e:
logger.exception(f"MCP tool call failed: {e}")
yield "error", f"MCP tool call failed: {str(e)}"

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"""
MCP (Model Context Protocol) HTTP client.
Implements the MCP Streamable HTTP transport for listing tools and calling tools
on remote MCP servers. Uses JSON-RPC 2.0 over HTTP POST.
Handles both JSON and SSE (text/event-stream) response formats per the MCP spec.
Reference: https://modelcontextprotocol.io/specification/2025-03-26/basic/transports
"""
import json
import logging
from dataclasses import dataclass, field
from typing import Any
from backend.util.request import Requests
logger = logging.getLogger(__name__)
@dataclass
class MCPTool:
"""Represents an MCP tool discovered from a server."""
name: str
description: str
input_schema: dict[str, Any]
@dataclass
class MCPCallResult:
"""Result from calling an MCP tool."""
content: list[dict[str, Any]] = field(default_factory=list)
is_error: bool = False
class MCPClientError(Exception):
"""Raised when an MCP protocol error occurs."""
pass
class MCPClient:
"""
Async HTTP client for the MCP Streamable HTTP transport.
Communicates with MCP servers using JSON-RPC 2.0 over HTTP POST.
Supports optional Bearer token authentication.
"""
def __init__(
self,
server_url: str,
auth_token: str | None = None,
trusted_origins: list[str] | None = None,
):
self.server_url = server_url.rstrip("/")
self.auth_token = auth_token
self.trusted_origins = trusted_origins or []
self._request_id = 0
def _next_id(self) -> int:
self._request_id += 1
return self._request_id
def _build_headers(self) -> dict[str, str]:
headers = {
"Content-Type": "application/json",
"Accept": "application/json, text/event-stream",
}
if self.auth_token:
headers["Authorization"] = f"Bearer {self.auth_token}"
return headers
def _build_jsonrpc_request(
self, method: str, params: dict[str, Any] | None = None
) -> dict[str, Any]:
req: dict[str, Any] = {
"jsonrpc": "2.0",
"method": method,
"id": self._next_id(),
}
if params is not None:
req["params"] = params
return req
@staticmethod
def _parse_sse_response(text: str) -> dict[str, Any]:
"""Parse an SSE (text/event-stream) response body into JSON-RPC data.
MCP servers may return responses as SSE with format:
event: message
data: {"jsonrpc":"2.0","result":{...},"id":1}
We extract the last `data:` line that contains a JSON-RPC response
(i.e. has an "id" field), which is the reply to our request.
"""
last_data: dict[str, Any] | None = None
for line in text.splitlines():
stripped = line.strip()
if stripped.startswith("data:"):
payload = stripped[len("data:") :].strip()
if not payload:
continue
try:
parsed = json.loads(payload)
# Only keep JSON-RPC responses (have "id"), skip notifications
if isinstance(parsed, dict) and "id" in parsed:
last_data = parsed
except (json.JSONDecodeError, ValueError):
continue
if last_data is None:
raise MCPClientError("No JSON-RPC response found in SSE stream")
return last_data
async def _send_request(
self, method: str, params: dict[str, Any] | None = None
) -> Any:
"""Send a JSON-RPC request to the MCP server and return the result.
Handles both ``application/json`` and ``text/event-stream`` responses
as required by the MCP Streamable HTTP transport specification.
"""
payload = self._build_jsonrpc_request(method, params)
headers = self._build_headers()
requests = Requests(
raise_for_status=True,
extra_headers=headers,
trusted_origins=self.trusted_origins,
)
response = await requests.post(self.server_url, json=payload)
content_type = response.headers.get("content-type", "")
if "text/event-stream" in content_type:
body = self._parse_sse_response(response.text())
else:
try:
body = response.json()
except (ValueError, Exception) as e:
raise MCPClientError(
f"MCP server returned non-JSON response: {e}"
) from e
# Handle JSON-RPC error
if "error" in body:
error = body["error"]
if isinstance(error, dict):
raise MCPClientError(
f"MCP server error [{error.get('code', '?')}]: "
f"{error.get('message', 'Unknown error')}"
)
raise MCPClientError(f"MCP server error: {error}")
return body.get("result")
async def _send_notification(self, method: str) -> None:
"""Send a JSON-RPC notification (no id, no response expected)."""
headers = self._build_headers()
notification = {"jsonrpc": "2.0", "method": method}
requests = Requests(
raise_for_status=False,
extra_headers=headers,
trusted_origins=self.trusted_origins,
)
await requests.post(self.server_url, json=notification)
async def discover_auth(self) -> dict[str, Any] | None:
"""Probe the MCP server's OAuth metadata (RFC 9728 / MCP spec).
Returns ``None`` if the server doesn't require auth, otherwise returns
a dict with:
- ``authorization_servers``: list of authorization server URLs
- ``resource``: the resource indicator URL (usually the MCP endpoint)
- ``scopes_supported``: optional list of supported scopes
The caller can then fetch the authorization server metadata to get
``authorization_endpoint``, ``token_endpoint``, etc.
"""
from urllib.parse import urlparse
parsed = urlparse(self.server_url)
base = f"{parsed.scheme}://{parsed.netloc}"
# Build candidates for protected-resource metadata (per RFC 9728)
path = parsed.path.rstrip("/")
candidates = []
if path and path != "/":
candidates.append(f"{base}/.well-known/oauth-protected-resource{path}")
candidates.append(f"{base}/.well-known/oauth-protected-resource")
requests = Requests(
raise_for_status=False,
trusted_origins=self.trusted_origins,
)
for url in candidates:
try:
resp = await requests.get(url)
if resp.status == 200:
data = resp.json()
if isinstance(data, dict) and "authorization_servers" in data:
return data
except Exception:
continue
return None
async def discover_auth_server_metadata(
self, auth_server_url: str
) -> dict[str, Any] | None:
"""Fetch the OAuth Authorization Server Metadata (RFC 8414).
Given an authorization server URL, returns a dict with:
- ``authorization_endpoint``
- ``token_endpoint``
- ``registration_endpoint`` (for dynamic client registration)
- ``scopes_supported``
- ``code_challenge_methods_supported``
- etc.
"""
from urllib.parse import urlparse
parsed = urlparse(auth_server_url)
base = f"{parsed.scheme}://{parsed.netloc}"
path = parsed.path.rstrip("/")
# Try standard metadata endpoints (RFC 8414 and OpenID Connect)
candidates = []
if path and path != "/":
candidates.append(f"{base}/.well-known/oauth-authorization-server{path}")
candidates.append(f"{base}/.well-known/oauth-authorization-server")
candidates.append(f"{base}/.well-known/openid-configuration")
requests = Requests(
raise_for_status=False,
trusted_origins=self.trusted_origins,
)
for url in candidates:
try:
resp = await requests.get(url)
if resp.status == 200:
data = resp.json()
if isinstance(data, dict) and "authorization_endpoint" in data:
return data
except Exception:
continue
return None
async def initialize(self) -> dict[str, Any]:
"""
Send the MCP initialize request.
This is required by the MCP protocol before any other requests.
Returns the server's capabilities.
"""
result = await self._send_request(
"initialize",
{
"protocolVersion": "2025-03-26",
"capabilities": {},
"clientInfo": {"name": "AutoGPT-Platform", "version": "1.0.0"},
},
)
# Send initialized notification (no response expected)
await self._send_notification("notifications/initialized")
return result or {}
async def list_tools(self) -> list[MCPTool]:
"""
Discover available tools from the MCP server.
Returns a list of MCPTool objects with name, description, and input schema.
"""
result = await self._send_request("tools/list")
if not result or "tools" not in result:
return []
tools = []
for tool_data in result["tools"]:
tools.append(
MCPTool(
name=tool_data.get("name", ""),
description=tool_data.get("description", ""),
input_schema=tool_data.get("inputSchema", {}),
)
)
return tools
async def call_tool(
self, tool_name: str, arguments: dict[str, Any]
) -> MCPCallResult:
"""
Call a tool on the MCP server.
Args:
tool_name: The name of the tool to call.
arguments: The arguments to pass to the tool.
Returns:
MCPCallResult with the tool's response content.
"""
result = await self._send_request(
"tools/call",
{"name": tool_name, "arguments": arguments},
)
if not result:
return MCPCallResult(is_error=True)
return MCPCallResult(
content=result.get("content", []),
is_error=result.get("isError", False),
)

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"""
Conftest for MCP block tests.
Override the session-scoped server and graph_cleanup fixtures from
backend/conftest.py so that MCP integration tests don't spin up the
full SpinTestServer infrastructure.
"""
import pytest
@pytest.fixture(scope="session")
def server():
"""No-op override — MCP tests don't need the full platform server."""
yield None
@pytest.fixture(scope="session", autouse=True)
def graph_cleanup(server):
"""No-op override — MCP tests don't create graphs."""
yield

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"""
MCP OAuth handler for MCP servers that use OAuth 2.1 authorization.
Unlike other OAuth handlers (GitHub, Google, etc.) where endpoints are fixed,
MCP servers have dynamic endpoints discovered via RFC 9728 / RFC 8414 metadata.
This handler accepts those endpoints at construction time.
"""
import logging
import time
import urllib.parse
from typing import ClassVar, Optional
from pydantic import SecretStr
from backend.data.model import OAuth2Credentials
from backend.integrations.oauth.base import BaseOAuthHandler
from backend.integrations.providers import ProviderName
from backend.util.request import Requests
logger = logging.getLogger(__name__)
class MCPOAuthHandler(BaseOAuthHandler):
"""
OAuth handler for MCP servers with dynamically-discovered endpoints.
Construction requires the authorization and token endpoint URLs,
which are obtained via MCP OAuth metadata discovery
(``MCPClient.discover_auth`` + ``discover_auth_server_metadata``).
"""
PROVIDER_NAME: ClassVar[ProviderName | str] = ProviderName.MCP
DEFAULT_SCOPES: ClassVar[list[str]] = []
def __init__(
self,
client_id: str,
client_secret: str,
redirect_uri: str,
*,
authorize_url: str,
token_url: str,
revoke_url: str | None = None,
resource_url: str | None = None,
):
self.client_id = client_id
self.client_secret = client_secret
self.redirect_uri = redirect_uri
self.authorize_url = authorize_url
self.token_url = token_url
self.revoke_url = revoke_url
self.resource_url = resource_url
def get_login_url(
self,
scopes: list[str],
state: str,
code_challenge: Optional[str],
) -> str:
scopes = self.handle_default_scopes(scopes)
params: dict[str, str] = {
"response_type": "code",
"client_id": self.client_id,
"redirect_uri": self.redirect_uri,
"state": state,
}
if scopes:
params["scope"] = " ".join(scopes)
# PKCE (S256) — included when the caller provides a code_challenge
if code_challenge:
params["code_challenge"] = code_challenge
params["code_challenge_method"] = "S256"
# MCP spec requires resource indicator (RFC 8707)
if self.resource_url:
params["resource"] = self.resource_url
return f"{self.authorize_url}?{urllib.parse.urlencode(params)}"
async def exchange_code_for_tokens(
self,
code: str,
scopes: list[str],
code_verifier: Optional[str],
) -> OAuth2Credentials:
data: dict[str, str] = {
"grant_type": "authorization_code",
"code": code,
"redirect_uri": self.redirect_uri,
"client_id": self.client_id,
}
if self.client_secret:
data["client_secret"] = self.client_secret
if code_verifier:
data["code_verifier"] = code_verifier
if self.resource_url:
data["resource"] = self.resource_url
response = await Requests(raise_for_status=True).post(
self.token_url,
data=data,
headers={"Content-Type": "application/x-www-form-urlencoded"},
)
tokens = response.json()
if "error" in tokens:
raise RuntimeError(
f"Token exchange failed: {tokens.get('error_description', tokens['error'])}"
)
now = int(time.time())
expires_in = tokens.get("expires_in")
return OAuth2Credentials(
provider=str(self.PROVIDER_NAME),
title=None,
access_token=SecretStr(tokens["access_token"]),
refresh_token=(
SecretStr(tokens["refresh_token"])
if tokens.get("refresh_token")
else None
),
access_token_expires_at=now + expires_in if expires_in else None,
refresh_token_expires_at=None,
scopes=scopes,
metadata={
"mcp_token_url": self.token_url,
"mcp_resource_url": self.resource_url,
},
)
async def _refresh_tokens(
self, credentials: OAuth2Credentials
) -> OAuth2Credentials:
if not credentials.refresh_token:
raise ValueError("No refresh token available for MCP OAuth credentials")
data: dict[str, str] = {
"grant_type": "refresh_token",
"refresh_token": credentials.refresh_token.get_secret_value(),
"client_id": self.client_id,
}
if self.client_secret:
data["client_secret"] = self.client_secret
if self.resource_url:
data["resource"] = self.resource_url
response = await Requests(raise_for_status=True).post(
self.token_url,
data=data,
headers={"Content-Type": "application/x-www-form-urlencoded"},
)
tokens = response.json()
if "error" in tokens:
raise RuntimeError(
f"Token refresh failed: {tokens.get('error_description', tokens['error'])}"
)
now = int(time.time())
expires_in = tokens.get("expires_in")
return OAuth2Credentials(
id=credentials.id,
provider=str(self.PROVIDER_NAME),
title=credentials.title,
access_token=SecretStr(tokens["access_token"]),
refresh_token=(
SecretStr(str(tokens["refresh_token"]))
if tokens.get("refresh_token")
else credentials.refresh_token
),
access_token_expires_at=now + expires_in if expires_in else None,
refresh_token_expires_at=credentials.refresh_token_expires_at,
scopes=credentials.scopes,
metadata=credentials.metadata,
)
async def revoke_tokens(self, credentials: OAuth2Credentials) -> bool:
if not self.revoke_url:
return False
try:
data = {
"token": credentials.access_token.get_secret_value(),
"token_type_hint": "access_token",
"client_id": self.client_id,
}
await Requests().post(
self.revoke_url,
data=data,
headers={"Content-Type": "application/x-www-form-urlencoded"},
)
return True
except Exception:
logger.warning("Failed to revoke MCP OAuth tokens", exc_info=True)
return False

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@@ -0,0 +1,104 @@
"""
End-to-end tests against a real public MCP server.
These tests hit the OpenAI docs MCP server (https://developers.openai.com/mcp)
which is publicly accessible without authentication and returns SSE responses.
Mark: These are tagged with ``@pytest.mark.e2e`` so they can be run/skipped
independently of the rest of the test suite (they require network access).
"""
import json
import pytest
from backend.blocks.mcp.client import MCPClient
# Public MCP server that requires no authentication
OPENAI_DOCS_MCP_URL = "https://developers.openai.com/mcp"
@pytest.mark.e2e
class TestRealMCPServer:
"""Tests against the live OpenAI docs MCP server."""
@pytest.mark.asyncio
async def test_initialize(self):
"""Verify we can complete the MCP handshake with a real server."""
client = MCPClient(OPENAI_DOCS_MCP_URL)
result = await client.initialize()
assert result["protocolVersion"] == "2025-03-26"
assert "serverInfo" in result
assert result["serverInfo"]["name"] == "openai-docs-mcp"
assert "tools" in result.get("capabilities", {})
@pytest.mark.asyncio
async def test_list_tools(self):
"""Verify we can discover tools from a real MCP server."""
client = MCPClient(OPENAI_DOCS_MCP_URL)
await client.initialize()
tools = await client.list_tools()
assert len(tools) >= 3 # server has at least 5 tools as of writing
tool_names = {t.name for t in tools}
# These tools are documented and should be stable
assert "search_openai_docs" in tool_names
assert "list_openai_docs" in tool_names
assert "fetch_openai_doc" in tool_names
# Verify schema structure
search_tool = next(t for t in tools if t.name == "search_openai_docs")
assert "query" in search_tool.input_schema.get("properties", {})
assert "query" in search_tool.input_schema.get("required", [])
@pytest.mark.asyncio
async def test_call_tool_list_api_endpoints(self):
"""Call the list_api_endpoints tool and verify we get real data."""
client = MCPClient(OPENAI_DOCS_MCP_URL)
await client.initialize()
result = await client.call_tool("list_api_endpoints", {})
assert not result.is_error
assert len(result.content) >= 1
assert result.content[0]["type"] == "text"
data = json.loads(result.content[0]["text"])
assert "paths" in data or "urls" in data
# The OpenAI API should have many endpoints
total = data.get("total", len(data.get("paths", [])))
assert total > 50
@pytest.mark.asyncio
async def test_call_tool_search(self):
"""Search for docs and verify we get results."""
client = MCPClient(OPENAI_DOCS_MCP_URL)
await client.initialize()
result = await client.call_tool(
"search_openai_docs", {"query": "chat completions", "limit": 3}
)
assert not result.is_error
assert len(result.content) >= 1
@pytest.mark.asyncio
async def test_sse_response_handling(self):
"""Verify the client correctly handles SSE responses from a real server.
This is the key test — our local test server returns JSON,
but real MCP servers typically return SSE. This proves the
SSE parsing works end-to-end.
"""
client = MCPClient(OPENAI_DOCS_MCP_URL)
# initialize() internally calls _send_request which must parse SSE
result = await client.initialize()
# If we got here without error, SSE parsing works
assert isinstance(result, dict)
assert "protocolVersion" in result
# Also verify list_tools works (another SSE response)
tools = await client.list_tools()
assert len(tools) > 0
assert all(hasattr(t, "name") for t in tools)

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@@ -0,0 +1,367 @@
"""
Integration tests for MCP client and MCPToolBlock against a real HTTP server.
These tests spin up a local MCP test server and run the full client/block flow
against it — no mocking, real HTTP requests.
"""
import asyncio
import json
import threading
import pytest
from aiohttp import web
from pydantic import SecretStr
from backend.blocks.mcp.block import MCPToolBlock
from backend.blocks.mcp.client import MCPClient
from backend.blocks.mcp.test_server import create_test_mcp_app
from backend.data.model import APIKeyCredentials
class _MCPTestServer:
"""
Run an MCP test server in a background thread with its own event loop.
This avoids event loop conflicts with pytest-asyncio.
"""
def __init__(self, auth_token: str | None = None):
self.auth_token = auth_token
self.url: str = ""
self._runner: web.AppRunner | None = None
self._loop: asyncio.AbstractEventLoop | None = None
self._thread: threading.Thread | None = None
self._started = threading.Event()
def _run(self):
self._loop = asyncio.new_event_loop()
asyncio.set_event_loop(self._loop)
self._loop.run_until_complete(self._start())
self._started.set()
self._loop.run_forever()
async def _start(self):
app = create_test_mcp_app(auth_token=self.auth_token)
self._runner = web.AppRunner(app)
await self._runner.setup()
site = web.TCPSite(self._runner, "127.0.0.1", 0)
await site.start()
port = site._server.sockets[0].getsockname()[1] # type: ignore[union-attr]
self.url = f"http://127.0.0.1:{port}/mcp"
def start(self):
self._thread = threading.Thread(target=self._run, daemon=True)
self._thread.start()
if not self._started.wait(timeout=5):
raise RuntimeError("MCP test server failed to start within 5 seconds")
return self
def stop(self):
if self._loop and self._runner:
asyncio.run_coroutine_threadsafe(self._runner.cleanup(), self._loop).result(
timeout=5
)
self._loop.call_soon_threadsafe(self._loop.stop)
if self._thread:
self._thread.join(timeout=5)
@pytest.fixture(scope="module")
def mcp_server():
"""Start a local MCP test server in a background thread."""
server = _MCPTestServer()
server.start()
yield server.url
server.stop()
@pytest.fixture(scope="module")
def mcp_server_with_auth():
"""Start a local MCP test server with auth in a background thread."""
server = _MCPTestServer(auth_token="test-secret-token")
server.start()
yield server.url, "test-secret-token"
server.stop()
def _make_client(url: str, auth_token: str | None = None) -> MCPClient:
"""Create an MCPClient with localhost trusted for integration tests."""
return MCPClient(url, auth_token=auth_token, trusted_origins=[url])
def _make_fake_creds(api_key: str = "FAKE_API_KEY") -> APIKeyCredentials:
return APIKeyCredentials(
id="test-integration",
provider="mcp",
api_key=SecretStr(api_key),
title="test",
)
# ── MCPClient integration tests ──────────────────────────────────────
class TestMCPClientIntegration:
"""Test MCPClient against a real local MCP server."""
@pytest.mark.asyncio
async def test_initialize(self, mcp_server):
client = _make_client(mcp_server)
result = await client.initialize()
assert result["protocolVersion"] == "2025-03-26"
assert result["serverInfo"]["name"] == "test-mcp-server"
assert "tools" in result["capabilities"]
@pytest.mark.asyncio
async def test_list_tools(self, mcp_server):
client = _make_client(mcp_server)
await client.initialize()
tools = await client.list_tools()
assert len(tools) == 3
tool_names = {t.name for t in tools}
assert tool_names == {"get_weather", "add_numbers", "echo"}
# Check get_weather schema
weather = next(t for t in tools if t.name == "get_weather")
assert weather.description == "Get current weather for a city"
assert "city" in weather.input_schema["properties"]
assert weather.input_schema["required"] == ["city"]
# Check add_numbers schema
add = next(t for t in tools if t.name == "add_numbers")
assert "a" in add.input_schema["properties"]
assert "b" in add.input_schema["properties"]
@pytest.mark.asyncio
async def test_call_tool_get_weather(self, mcp_server):
client = _make_client(mcp_server)
await client.initialize()
result = await client.call_tool("get_weather", {"city": "London"})
assert not result.is_error
assert len(result.content) == 1
assert result.content[0]["type"] == "text"
data = json.loads(result.content[0]["text"])
assert data["city"] == "London"
assert data["temperature"] == 22
assert data["condition"] == "sunny"
@pytest.mark.asyncio
async def test_call_tool_add_numbers(self, mcp_server):
client = _make_client(mcp_server)
await client.initialize()
result = await client.call_tool("add_numbers", {"a": 3, "b": 7})
assert not result.is_error
data = json.loads(result.content[0]["text"])
assert data["result"] == 10
@pytest.mark.asyncio
async def test_call_tool_echo(self, mcp_server):
client = _make_client(mcp_server)
await client.initialize()
result = await client.call_tool("echo", {"message": "Hello MCP!"})
assert not result.is_error
assert result.content[0]["text"] == "Hello MCP!"
@pytest.mark.asyncio
async def test_call_unknown_tool(self, mcp_server):
client = _make_client(mcp_server)
await client.initialize()
result = await client.call_tool("nonexistent_tool", {})
assert result.is_error
assert "Unknown tool" in result.content[0]["text"]
@pytest.mark.asyncio
async def test_auth_success(self, mcp_server_with_auth):
url, token = mcp_server_with_auth
client = _make_client(url, auth_token=token)
result = await client.initialize()
assert result["protocolVersion"] == "2025-03-26"
tools = await client.list_tools()
assert len(tools) == 3
@pytest.mark.asyncio
async def test_auth_failure(self, mcp_server_with_auth):
url, _ = mcp_server_with_auth
client = _make_client(url, auth_token="wrong-token")
with pytest.raises(Exception):
await client.initialize()
@pytest.mark.asyncio
async def test_auth_missing(self, mcp_server_with_auth):
url, _ = mcp_server_with_auth
client = _make_client(url)
with pytest.raises(Exception):
await client.initialize()
# ── MCPToolBlock integration tests ───────────────────────────────────
class TestMCPToolBlockIntegration:
"""Test MCPToolBlock end-to-end against a real local MCP server."""
@pytest.mark.asyncio
async def test_full_flow_get_weather(self, mcp_server):
"""Full flow: discover tools, select one, execute it."""
# Step 1: Discover tools (simulating what the frontend/API would do)
client = _make_client(mcp_server)
await client.initialize()
tools = await client.list_tools()
assert len(tools) == 3
# Step 2: User selects "get_weather" and we get its schema
weather_tool = next(t for t in tools if t.name == "get_weather")
# Step 3: Execute the block with the selected tool
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url=mcp_server,
selected_tool="get_weather",
tool_input_schema=weather_tool.input_schema,
tool_arguments={"city": "Paris"},
credentials={ # type: ignore
"provider": "mcp",
"id": "test",
"type": "api_key",
"title": "test",
},
)
outputs = []
async for name, data in block.run(input_data, credentials=_make_fake_creds()):
outputs.append((name, data))
assert len(outputs) == 1
assert outputs[0][0] == "result"
result = outputs[0][1]
assert result["city"] == "Paris"
assert result["temperature"] == 22
assert result["condition"] == "sunny"
@pytest.mark.asyncio
async def test_full_flow_add_numbers(self, mcp_server):
"""Full flow for add_numbers tool."""
client = _make_client(mcp_server)
await client.initialize()
tools = await client.list_tools()
add_tool = next(t for t in tools if t.name == "add_numbers")
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url=mcp_server,
selected_tool="add_numbers",
tool_input_schema=add_tool.input_schema,
tool_arguments={"a": 42, "b": 58},
credentials={ # type: ignore
"provider": "mcp",
"id": "test",
"type": "api_key",
"title": "test",
},
)
outputs = []
async for name, data in block.run(input_data, credentials=_make_fake_creds()):
outputs.append((name, data))
assert len(outputs) == 1
assert outputs[0][0] == "result"
assert outputs[0][1]["result"] == 100
@pytest.mark.asyncio
async def test_full_flow_echo_plain_text(self, mcp_server):
"""Verify plain text (non-JSON) responses work."""
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url=mcp_server,
selected_tool="echo",
tool_input_schema={
"type": "object",
"properties": {"message": {"type": "string"}},
"required": ["message"],
},
tool_arguments={"message": "Hello from AutoGPT!"},
credentials={ # type: ignore
"provider": "mcp",
"id": "test",
"type": "api_key",
"title": "test",
},
)
outputs = []
async for name, data in block.run(input_data, credentials=_make_fake_creds()):
outputs.append((name, data))
assert len(outputs) == 1
assert outputs[0][0] == "result"
assert outputs[0][1] == "Hello from AutoGPT!"
@pytest.mark.asyncio
async def test_full_flow_unknown_tool_yields_error(self, mcp_server):
"""Calling an unknown tool should yield an error output."""
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url=mcp_server,
selected_tool="nonexistent_tool",
tool_arguments={},
credentials={ # type: ignore
"provider": "mcp",
"id": "test",
"type": "api_key",
"title": "test",
},
)
outputs = []
async for name, data in block.run(input_data, credentials=_make_fake_creds()):
outputs.append((name, data))
assert len(outputs) == 1
assert outputs[0][0] == "error"
assert "returned an error" in outputs[0][1]
@pytest.mark.asyncio
async def test_full_flow_with_auth(self, mcp_server_with_auth):
"""Full flow with authentication."""
url, token = mcp_server_with_auth
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url=url,
selected_tool="echo",
tool_input_schema={
"type": "object",
"properties": {"message": {"type": "string"}},
"required": ["message"],
},
tool_arguments={"message": "Authenticated!"},
credentials={ # type: ignore
"provider": "mcp",
"id": "test",
"type": "api_key",
"title": "test",
},
)
outputs = []
async for name, data in block.run(
input_data, credentials=_make_fake_creds(api_key=token)
):
outputs.append((name, data))
assert len(outputs) == 1
assert outputs[0][0] == "result"
assert outputs[0][1] == "Authenticated!"

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@@ -0,0 +1,667 @@
"""
Tests for MCP client and MCPToolBlock.
"""
import json
from unittest.mock import AsyncMock, patch
import pytest
from pydantic import SecretStr
from backend.blocks.mcp.block import (
TEST_CREDENTIALS,
TEST_CREDENTIALS_INPUT,
MCPToolBlock,
)
from backend.blocks.mcp.client import MCPCallResult, MCPClient, MCPClientError
from backend.data.model import APIKeyCredentials, OAuth2Credentials
from backend.util.test import execute_block_test
# ── SSE parsing unit tests ───────────────────────────────────────────
class TestSSEParsing:
"""Tests for SSE (text/event-stream) response parsing."""
def test_parse_sse_simple(self):
sse = (
"event: message\n"
'data: {"jsonrpc":"2.0","result":{"tools":[]},"id":1}\n'
"\n"
)
body = MCPClient._parse_sse_response(sse)
assert body["result"] == {"tools": []}
assert body["id"] == 1
def test_parse_sse_with_notifications(self):
"""SSE streams can contain notifications (no id) before the response."""
sse = (
"event: message\n"
'data: {"jsonrpc":"2.0","method":"some/notification"}\n'
"\n"
"event: message\n"
'data: {"jsonrpc":"2.0","result":{"ok":true},"id":2}\n'
"\n"
)
body = MCPClient._parse_sse_response(sse)
assert body["result"] == {"ok": True}
assert body["id"] == 2
def test_parse_sse_error_response(self):
sse = (
"event: message\n"
'data: {"jsonrpc":"2.0","error":{"code":-32600,"message":"Bad Request"},"id":1}\n'
)
body = MCPClient._parse_sse_response(sse)
assert "error" in body
assert body["error"]["code"] == -32600
def test_parse_sse_no_data_raises(self):
with pytest.raises(MCPClientError, match="No JSON-RPC response found"):
MCPClient._parse_sse_response("event: message\n\n")
def test_parse_sse_empty_raises(self):
with pytest.raises(MCPClientError, match="No JSON-RPC response found"):
MCPClient._parse_sse_response("")
def test_parse_sse_ignores_non_data_lines(self):
sse = (
": comment line\n"
"event: message\n"
"id: 123\n"
'data: {"jsonrpc":"2.0","result":"ok","id":1}\n'
"\n"
)
body = MCPClient._parse_sse_response(sse)
assert body["result"] == "ok"
def test_parse_sse_uses_last_response(self):
"""If multiple responses exist, use the last one."""
sse = (
'data: {"jsonrpc":"2.0","result":"first","id":1}\n'
"\n"
'data: {"jsonrpc":"2.0","result":"second","id":2}\n'
"\n"
)
body = MCPClient._parse_sse_response(sse)
assert body["result"] == "second"
# ── MCPClient unit tests ─────────────────────────────────────────────
class TestMCPClient:
"""Tests for the MCP HTTP client."""
def test_build_headers_without_auth(self):
client = MCPClient("https://mcp.example.com")
headers = client._build_headers()
assert "Authorization" not in headers
assert headers["Content-Type"] == "application/json"
def test_build_headers_with_auth(self):
client = MCPClient("https://mcp.example.com", auth_token="my-token")
headers = client._build_headers()
assert headers["Authorization"] == "Bearer my-token"
def test_build_jsonrpc_request(self):
client = MCPClient("https://mcp.example.com")
req = client._build_jsonrpc_request("tools/list")
assert req["jsonrpc"] == "2.0"
assert req["method"] == "tools/list"
assert "id" in req
assert "params" not in req
def test_build_jsonrpc_request_with_params(self):
client = MCPClient("https://mcp.example.com")
req = client._build_jsonrpc_request(
"tools/call", {"name": "test", "arguments": {"x": 1}}
)
assert req["params"] == {"name": "test", "arguments": {"x": 1}}
def test_request_id_increments(self):
client = MCPClient("https://mcp.example.com")
req1 = client._build_jsonrpc_request("tools/list")
req2 = client._build_jsonrpc_request("tools/list")
assert req2["id"] > req1["id"]
def test_server_url_trailing_slash_stripped(self):
client = MCPClient("https://mcp.example.com/mcp/")
assert client.server_url == "https://mcp.example.com/mcp"
@pytest.mark.asyncio
async def test_send_request_success(self):
client = MCPClient("https://mcp.example.com")
mock_response = AsyncMock()
mock_response.json.return_value = {
"jsonrpc": "2.0",
"result": {"tools": []},
"id": 1,
}
with patch.object(client, "_send_request", return_value={"tools": []}):
result = await client._send_request("tools/list")
assert result == {"tools": []}
@pytest.mark.asyncio
async def test_send_request_error(self):
client = MCPClient("https://mcp.example.com")
async def mock_send(*args, **kwargs):
raise MCPClientError("MCP server error [-32600]: Invalid Request")
with patch.object(client, "_send_request", side_effect=mock_send):
with pytest.raises(MCPClientError, match="Invalid Request"):
await client._send_request("tools/list")
@pytest.mark.asyncio
async def test_list_tools(self):
client = MCPClient("https://mcp.example.com")
mock_result = {
"tools": [
{
"name": "get_weather",
"description": "Get current weather for a city",
"inputSchema": {
"type": "object",
"properties": {"city": {"type": "string"}},
"required": ["city"],
},
},
{
"name": "search",
"description": "Search the web",
"inputSchema": {
"type": "object",
"properties": {"query": {"type": "string"}},
"required": ["query"],
},
},
]
}
with patch.object(client, "_send_request", return_value=mock_result):
tools = await client.list_tools()
assert len(tools) == 2
assert tools[0].name == "get_weather"
assert tools[0].description == "Get current weather for a city"
assert tools[0].input_schema["properties"]["city"]["type"] == "string"
assert tools[1].name == "search"
@pytest.mark.asyncio
async def test_list_tools_empty(self):
client = MCPClient("https://mcp.example.com")
with patch.object(client, "_send_request", return_value={"tools": []}):
tools = await client.list_tools()
assert tools == []
@pytest.mark.asyncio
async def test_list_tools_none_result(self):
client = MCPClient("https://mcp.example.com")
with patch.object(client, "_send_request", return_value=None):
tools = await client.list_tools()
assert tools == []
@pytest.mark.asyncio
async def test_call_tool_success(self):
client = MCPClient("https://mcp.example.com")
mock_result = {
"content": [
{"type": "text", "text": json.dumps({"temp": 20, "city": "London"})}
],
"isError": False,
}
with patch.object(client, "_send_request", return_value=mock_result):
result = await client.call_tool("get_weather", {"city": "London"})
assert not result.is_error
assert len(result.content) == 1
assert result.content[0]["type"] == "text"
@pytest.mark.asyncio
async def test_call_tool_error(self):
client = MCPClient("https://mcp.example.com")
mock_result = {
"content": [{"type": "text", "text": "City not found"}],
"isError": True,
}
with patch.object(client, "_send_request", return_value=mock_result):
result = await client.call_tool("get_weather", {"city": "???"})
assert result.is_error
@pytest.mark.asyncio
async def test_call_tool_none_result(self):
client = MCPClient("https://mcp.example.com")
with patch.object(client, "_send_request", return_value=None):
result = await client.call_tool("get_weather", {"city": "London"})
assert result.is_error
@pytest.mark.asyncio
async def test_initialize(self):
client = MCPClient("https://mcp.example.com")
mock_result = {
"protocolVersion": "2025-03-26",
"capabilities": {"tools": {}},
"serverInfo": {"name": "test-server", "version": "1.0.0"},
}
with (
patch.object(client, "_send_request", return_value=mock_result) as mock_req,
patch.object(client, "_send_notification") as mock_notif,
):
result = await client.initialize()
mock_req.assert_called_once()
mock_notif.assert_called_once_with("notifications/initialized")
assert result["protocolVersion"] == "2025-03-26"
# ── MCPToolBlock unit tests ──────────────────────────────────────────
class TestMCPToolBlock:
"""Tests for the MCPToolBlock."""
def test_block_instantiation(self):
block = MCPToolBlock()
assert block.id == "a0a4b1c2-d3e4-4f56-a7b8-c9d0e1f2a3b4"
assert block.name == "MCPToolBlock"
def test_input_schema_has_required_fields(self):
block = MCPToolBlock()
schema = block.input_schema.jsonschema()
props = schema.get("properties", {})
assert "server_url" in props
assert "selected_tool" in props
assert "tool_arguments" in props
assert "credentials" in props
def test_output_schema(self):
block = MCPToolBlock()
schema = block.output_schema.jsonschema()
props = schema.get("properties", {})
assert "result" in props
assert "error" in props
def test_get_input_schema_with_tool_schema(self):
tool_schema = {
"type": "object",
"properties": {"query": {"type": "string"}},
"required": ["query"],
}
data = {"tool_input_schema": tool_schema}
result = MCPToolBlock.Input.get_input_schema(data)
assert result == tool_schema
def test_get_input_schema_without_tool_schema(self):
result = MCPToolBlock.Input.get_input_schema({})
assert result == {}
def test_get_input_defaults(self):
data = {"tool_arguments": {"city": "London"}}
result = MCPToolBlock.Input.get_input_defaults(data)
assert result == {"city": "London"}
def test_get_missing_input(self):
data = {
"tool_input_schema": {
"type": "object",
"properties": {
"city": {"type": "string"},
"units": {"type": "string"},
},
"required": ["city", "units"],
},
"tool_arguments": {"city": "London"},
}
missing = MCPToolBlock.Input.get_missing_input(data)
assert missing == {"units"}
def test_get_missing_input_all_present(self):
data = {
"tool_input_schema": {
"type": "object",
"properties": {"city": {"type": "string"}},
"required": ["city"],
},
"tool_arguments": {"city": "London"},
}
missing = MCPToolBlock.Input.get_missing_input(data)
assert missing == set()
@pytest.mark.asyncio
async def test_run_with_mock(self):
"""Test the block using the built-in test infrastructure."""
block = MCPToolBlock()
await execute_block_test(block)
@pytest.mark.asyncio
async def test_run_missing_server_url(self):
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url="",
selected_tool="test",
credentials=TEST_CREDENTIALS_INPUT, # type: ignore
)
outputs = []
async for name, data in block.run(input_data, credentials=TEST_CREDENTIALS):
outputs.append((name, data))
assert outputs == [("error", "MCP server URL is required")]
@pytest.mark.asyncio
async def test_run_missing_tool(self):
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url="https://mcp.example.com/mcp",
selected_tool="",
credentials=TEST_CREDENTIALS_INPUT, # type: ignore
)
outputs = []
async for name, data in block.run(input_data, credentials=TEST_CREDENTIALS):
outputs.append((name, data))
assert outputs == [
("error", "No tool selected. Please select a tool from the dropdown.")
]
@pytest.mark.asyncio
async def test_run_success(self):
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url="https://mcp.example.com/mcp",
selected_tool="get_weather",
tool_input_schema={
"type": "object",
"properties": {"city": {"type": "string"}},
},
tool_arguments={"city": "London"},
credentials=TEST_CREDENTIALS_INPUT, # type: ignore
)
async def mock_call(*args, **kwargs):
return {"temp": 20, "city": "London"}
block._call_mcp_tool = mock_call # type: ignore
outputs = []
async for name, data in block.run(input_data, credentials=TEST_CREDENTIALS):
outputs.append((name, data))
assert len(outputs) == 1
assert outputs[0][0] == "result"
assert outputs[0][1] == {"temp": 20, "city": "London"}
@pytest.mark.asyncio
async def test_run_mcp_error(self):
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url="https://mcp.example.com/mcp",
selected_tool="bad_tool",
credentials=TEST_CREDENTIALS_INPUT, # type: ignore
)
async def mock_call(*args, **kwargs):
raise MCPClientError("Tool not found")
block._call_mcp_tool = mock_call # type: ignore
outputs = []
async for name, data in block.run(input_data, credentials=TEST_CREDENTIALS):
outputs.append((name, data))
assert outputs[0][0] == "error"
assert "Tool not found" in outputs[0][1]
@pytest.mark.asyncio
async def test_call_mcp_tool_parses_json_text(self):
block = MCPToolBlock()
mock_result = MCPCallResult(
content=[
{"type": "text", "text": '{"temp": 20}'},
],
is_error=False,
)
async def mock_init(self):
return {}
async def mock_call(self, name, args):
return mock_result
with (
patch.object(MCPClient, "initialize", mock_init),
patch.object(MCPClient, "call_tool", mock_call),
):
result = await block._call_mcp_tool(
"https://mcp.example.com", "test_tool", {}
)
assert result == {"temp": 20}
@pytest.mark.asyncio
async def test_call_mcp_tool_plain_text(self):
block = MCPToolBlock()
mock_result = MCPCallResult(
content=[
{"type": "text", "text": "Hello, world!"},
],
is_error=False,
)
async def mock_init(self):
return {}
async def mock_call(self, name, args):
return mock_result
with (
patch.object(MCPClient, "initialize", mock_init),
patch.object(MCPClient, "call_tool", mock_call),
):
result = await block._call_mcp_tool(
"https://mcp.example.com", "test_tool", {}
)
assert result == "Hello, world!"
@pytest.mark.asyncio
async def test_call_mcp_tool_multiple_content(self):
block = MCPToolBlock()
mock_result = MCPCallResult(
content=[
{"type": "text", "text": "Part 1"},
{"type": "text", "text": '{"part": 2}'},
],
is_error=False,
)
async def mock_init(self):
return {}
async def mock_call(self, name, args):
return mock_result
with (
patch.object(MCPClient, "initialize", mock_init),
patch.object(MCPClient, "call_tool", mock_call),
):
result = await block._call_mcp_tool(
"https://mcp.example.com", "test_tool", {}
)
assert result == ["Part 1", {"part": 2}]
@pytest.mark.asyncio
async def test_call_mcp_tool_error_result(self):
block = MCPToolBlock()
mock_result = MCPCallResult(
content=[{"type": "text", "text": "Something went wrong"}],
is_error=True,
)
async def mock_init(self):
return {}
async def mock_call(self, name, args):
return mock_result
with (
patch.object(MCPClient, "initialize", mock_init),
patch.object(MCPClient, "call_tool", mock_call),
):
with pytest.raises(MCPClientError, match="returned an error"):
await block._call_mcp_tool("https://mcp.example.com", "test_tool", {})
@pytest.mark.asyncio
async def test_call_mcp_tool_image_content(self):
block = MCPToolBlock()
mock_result = MCPCallResult(
content=[
{
"type": "image",
"data": "base64data==",
"mimeType": "image/png",
}
],
is_error=False,
)
async def mock_init(self):
return {}
async def mock_call(self, name, args):
return mock_result
with (
patch.object(MCPClient, "initialize", mock_init),
patch.object(MCPClient, "call_tool", mock_call),
):
result = await block._call_mcp_tool(
"https://mcp.example.com", "test_tool", {}
)
assert result == {
"type": "image",
"data": "base64data==",
"mimeType": "image/png",
}
@pytest.mark.asyncio
async def test_run_sends_api_key_credentials(self):
"""Ensure non-empty API keys are sent to the MCP server."""
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url="https://mcp.example.com/mcp",
selected_tool="test_tool",
credentials=TEST_CREDENTIALS_INPUT, # type: ignore
)
creds = APIKeyCredentials(
id="test-id",
provider="mcp",
api_key=SecretStr("real-api-key"),
title="Real",
)
captured_tokens = []
async def mock_call(server_url, tool_name, arguments, auth_token=None):
captured_tokens.append(auth_token)
return "ok"
block._call_mcp_tool = mock_call # type: ignore
async for _ in block.run(input_data, credentials=creds):
pass
assert captured_tokens == ["real-api-key"]
# ── OAuth2 credential support tests ─────────────────────────────────
class TestMCPOAuth2Support:
"""Tests for OAuth2 credential support in MCPToolBlock."""
def test_extract_auth_token_from_api_key(self):
creds = APIKeyCredentials(
id="test",
provider="mcp",
api_key=SecretStr("my-api-key"),
title="test",
)
token = MCPToolBlock._extract_auth_token(creds)
assert token == "my-api-key"
def test_extract_auth_token_from_oauth2(self):
creds = OAuth2Credentials(
id="test",
provider="mcp",
access_token=SecretStr("oauth2-access-token"),
scopes=["read"],
title="test",
)
token = MCPToolBlock._extract_auth_token(creds)
assert token == "oauth2-access-token"
def test_extract_auth_token_empty_skipped(self):
creds = APIKeyCredentials(
id="test",
provider="mcp",
api_key=SecretStr(""),
title="test",
)
token = MCPToolBlock._extract_auth_token(creds)
assert token is None
@pytest.mark.asyncio
async def test_run_with_oauth2_credentials(self):
"""Verify the block can run with OAuth2 credentials."""
block = MCPToolBlock()
input_data = MCPToolBlock.Input(
server_url="https://mcp.example.com/mcp",
selected_tool="test_tool",
credentials=TEST_CREDENTIALS_INPUT, # type: ignore
)
oauth2_creds = OAuth2Credentials(
id="test-id",
provider="mcp",
access_token=SecretStr("real-oauth2-token"),
scopes=["read", "write"],
title="MCP OAuth",
)
captured_tokens = []
async def mock_call(server_url, tool_name, arguments, auth_token=None):
captured_tokens.append(auth_token)
return {"status": "ok"}
block._call_mcp_tool = mock_call # type: ignore
outputs = []
async for name, data in block.run(input_data, credentials=oauth2_creds):
outputs.append((name, data))
assert captured_tokens == ["real-oauth2-token"]
assert outputs == [("result", {"status": "ok"})]

View File

@@ -0,0 +1,242 @@
"""
Tests for MCP OAuth handler.
"""
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from pydantic import SecretStr
from backend.blocks.mcp.client import MCPClient
from backend.blocks.mcp.oauth import MCPOAuthHandler
from backend.data.model import OAuth2Credentials
def _mock_response(json_data: dict, status: int = 200) -> MagicMock:
"""Create a mock Response with synchronous json() (matching Requests.Response)."""
resp = MagicMock()
resp.status = status
resp.ok = 200 <= status < 300
resp.json.return_value = json_data
return resp
class TestMCPOAuthHandler:
"""Tests for the MCPOAuthHandler."""
def _make_handler(self, **overrides) -> MCPOAuthHandler:
defaults = {
"client_id": "test-client-id",
"client_secret": "test-client-secret",
"redirect_uri": "https://app.example.com/callback",
"authorize_url": "https://auth.example.com/authorize",
"token_url": "https://auth.example.com/token",
}
defaults.update(overrides)
return MCPOAuthHandler(**defaults)
def test_get_login_url_basic(self):
handler = self._make_handler()
url = handler.get_login_url(
scopes=["read", "write"],
state="random-state-token",
code_challenge="S256-challenge-value",
)
assert "https://auth.example.com/authorize?" in url
assert "response_type=code" in url
assert "client_id=test-client-id" in url
assert "state=random-state-token" in url
assert "code_challenge=S256-challenge-value" in url
assert "code_challenge_method=S256" in url
assert "scope=read+write" in url
def test_get_login_url_with_resource(self):
handler = self._make_handler(resource_url="https://mcp.example.com/mcp")
url = handler.get_login_url(
scopes=[], state="state", code_challenge="challenge"
)
assert "resource=https" in url
def test_get_login_url_without_pkce(self):
handler = self._make_handler()
url = handler.get_login_url(scopes=["read"], state="state", code_challenge=None)
assert "code_challenge" not in url
assert "code_challenge_method" not in url
@pytest.mark.asyncio
async def test_exchange_code_for_tokens(self):
handler = self._make_handler()
resp = _mock_response(
{
"access_token": "new-access-token",
"refresh_token": "new-refresh-token",
"expires_in": 3600,
"token_type": "Bearer",
}
)
with patch("backend.blocks.mcp.oauth.Requests") as MockRequests:
instance = MockRequests.return_value
instance.post = AsyncMock(return_value=resp)
creds = await handler.exchange_code_for_tokens(
code="auth-code",
scopes=["read"],
code_verifier="pkce-verifier",
)
assert isinstance(creds, OAuth2Credentials)
assert creds.access_token.get_secret_value() == "new-access-token"
assert creds.refresh_token is not None
assert creds.refresh_token.get_secret_value() == "new-refresh-token"
assert creds.scopes == ["read"]
assert creds.access_token_expires_at is not None
@pytest.mark.asyncio
async def test_refresh_tokens(self):
handler = self._make_handler()
existing_creds = OAuth2Credentials(
id="existing-id",
provider="mcp",
access_token=SecretStr("old-token"),
refresh_token=SecretStr("old-refresh"),
scopes=["read"],
title="test",
)
resp = _mock_response(
{
"access_token": "refreshed-token",
"refresh_token": "new-refresh",
"expires_in": 3600,
}
)
with patch("backend.blocks.mcp.oauth.Requests") as MockRequests:
instance = MockRequests.return_value
instance.post = AsyncMock(return_value=resp)
refreshed = await handler._refresh_tokens(existing_creds)
assert refreshed.id == "existing-id"
assert refreshed.access_token.get_secret_value() == "refreshed-token"
assert refreshed.refresh_token is not None
assert refreshed.refresh_token.get_secret_value() == "new-refresh"
@pytest.mark.asyncio
async def test_refresh_tokens_no_refresh_token(self):
handler = self._make_handler()
creds = OAuth2Credentials(
provider="mcp",
access_token=SecretStr("token"),
scopes=["read"],
title="test",
)
with pytest.raises(ValueError, match="No refresh token"):
await handler._refresh_tokens(creds)
@pytest.mark.asyncio
async def test_revoke_tokens_no_url(self):
handler = self._make_handler(revoke_url=None)
creds = OAuth2Credentials(
provider="mcp",
access_token=SecretStr("token"),
scopes=[],
title="test",
)
result = await handler.revoke_tokens(creds)
assert result is False
@pytest.mark.asyncio
async def test_revoke_tokens_with_url(self):
handler = self._make_handler(revoke_url="https://auth.example.com/revoke")
creds = OAuth2Credentials(
provider="mcp",
access_token=SecretStr("token"),
scopes=[],
title="test",
)
resp = _mock_response({}, status=200)
with patch("backend.blocks.mcp.oauth.Requests") as MockRequests:
instance = MockRequests.return_value
instance.post = AsyncMock(return_value=resp)
result = await handler.revoke_tokens(creds)
assert result is True
class TestMCPClientDiscovery:
"""Tests for MCPClient OAuth metadata discovery."""
@pytest.mark.asyncio
async def test_discover_auth_found(self):
client = MCPClient("https://mcp.example.com/mcp")
metadata = {
"authorization_servers": ["https://auth.example.com"],
"resource": "https://mcp.example.com/mcp",
}
resp = _mock_response(metadata, status=200)
with patch("backend.blocks.mcp.client.Requests") as MockRequests:
instance = MockRequests.return_value
instance.get = AsyncMock(return_value=resp)
result = await client.discover_auth()
assert result is not None
assert result["authorization_servers"] == ["https://auth.example.com"]
@pytest.mark.asyncio
async def test_discover_auth_not_found(self):
client = MCPClient("https://mcp.example.com/mcp")
resp = _mock_response({}, status=404)
with patch("backend.blocks.mcp.client.Requests") as MockRequests:
instance = MockRequests.return_value
instance.get = AsyncMock(return_value=resp)
result = await client.discover_auth()
assert result is None
@pytest.mark.asyncio
async def test_discover_auth_server_metadata(self):
client = MCPClient("https://mcp.example.com/mcp")
server_metadata = {
"issuer": "https://auth.example.com",
"authorization_endpoint": "https://auth.example.com/authorize",
"token_endpoint": "https://auth.example.com/token",
"registration_endpoint": "https://auth.example.com/register",
"code_challenge_methods_supported": ["S256"],
}
resp = _mock_response(server_metadata, status=200)
with patch("backend.blocks.mcp.client.Requests") as MockRequests:
instance = MockRequests.return_value
instance.get = AsyncMock(return_value=resp)
result = await client.discover_auth_server_metadata(
"https://auth.example.com"
)
assert result is not None
assert result["authorization_endpoint"] == "https://auth.example.com/authorize"
assert result["token_endpoint"] == "https://auth.example.com/token"

View File

@@ -0,0 +1,162 @@
"""
Minimal MCP server for integration testing.
Implements the MCP Streamable HTTP transport (JSON-RPC 2.0 over HTTP POST)
with a few sample tools. Runs on localhost with a random available port.
"""
import json
import logging
from aiohttp import web
logger = logging.getLogger(__name__)
# Sample tools this test server exposes
TEST_TOOLS = [
{
"name": "get_weather",
"description": "Get current weather for a city",
"inputSchema": {
"type": "object",
"properties": {
"city": {
"type": "string",
"description": "City name",
},
},
"required": ["city"],
},
},
{
"name": "add_numbers",
"description": "Add two numbers together",
"inputSchema": {
"type": "object",
"properties": {
"a": {"type": "number", "description": "First number"},
"b": {"type": "number", "description": "Second number"},
},
"required": ["a", "b"],
},
},
{
"name": "echo",
"description": "Echo back the input message",
"inputSchema": {
"type": "object",
"properties": {
"message": {"type": "string", "description": "Message to echo"},
},
"required": ["message"],
},
},
]
def _handle_initialize(params: dict) -> dict:
return {
"protocolVersion": "2025-03-26",
"capabilities": {"tools": {"listChanged": False}},
"serverInfo": {"name": "test-mcp-server", "version": "1.0.0"},
}
def _handle_tools_list(params: dict) -> dict:
return {"tools": TEST_TOOLS}
def _handle_tools_call(params: dict) -> dict:
tool_name = params.get("name", "")
arguments = params.get("arguments", {})
if tool_name == "get_weather":
city = arguments.get("city", "Unknown")
return {
"content": [
{
"type": "text",
"text": json.dumps(
{"city": city, "temperature": 22, "condition": "sunny"}
),
}
],
}
elif tool_name == "add_numbers":
a = arguments.get("a", 0)
b = arguments.get("b", 0)
return {
"content": [{"type": "text", "text": json.dumps({"result": a + b})}],
}
elif tool_name == "echo":
message = arguments.get("message", "")
return {
"content": [{"type": "text", "text": message}],
}
else:
return {
"content": [{"type": "text", "text": f"Unknown tool: {tool_name}"}],
"isError": True,
}
HANDLERS = {
"initialize": _handle_initialize,
"tools/list": _handle_tools_list,
"tools/call": _handle_tools_call,
}
async def handle_mcp_request(request: web.Request) -> web.Response:
"""Handle incoming MCP JSON-RPC 2.0 requests."""
# Check auth if configured
expected_token = request.app.get("auth_token")
if expected_token:
auth_header = request.headers.get("Authorization", "")
if auth_header != f"Bearer {expected_token}":
return web.json_response(
{
"jsonrpc": "2.0",
"error": {"code": -32001, "message": "Unauthorized"},
"id": None,
},
status=401,
)
body = await request.json()
# Handle notifications (no id field) — just acknowledge
if "id" not in body:
return web.Response(status=202)
method = body.get("method", "")
params = body.get("params", {})
request_id = body.get("id")
handler = HANDLERS.get(method)
if not handler:
return web.json_response(
{
"jsonrpc": "2.0",
"error": {
"code": -32601,
"message": f"Method not found: {method}",
},
"id": request_id,
}
)
result = handler(params)
return web.json_response({"jsonrpc": "2.0", "result": result, "id": request_id})
def create_test_mcp_app(auth_token: str | None = None) -> web.Application:
"""Create an aiohttp app that acts as an MCP server."""
app = web.Application()
app.router.add_post("/mcp", handle_mcp_request)
if auth_token:
app["auth_token"] = auth_token
return app

View File

@@ -30,6 +30,7 @@ class ProviderName(str, Enum):
IDEOGRAM = "ideogram"
JINA = "jina"
LLAMA_API = "llama_api"
MCP = "mcp"
MEDIUM = "medium"
MEM0 = "mem0"
NOTION = "notion"

View File

@@ -467,6 +467,7 @@ Below is a comprehensive list of all available blocks, categorized by their prim
| [Github Update Comment](block-integrations/github/issues.md#github-update-comment) | A block that updates an existing comment on a GitHub issue or pull request |
| [Github Update File](block-integrations/github/repo.md#github-update-file) | This block updates an existing file in a GitHub repository |
| [Instantiate Code Sandbox](block-integrations/misc.md#instantiate-code-sandbox) | Instantiate a sandbox environment with internet access in which you can execute code with the Execute Code Step block |
| [MCP Tool](block-integrations/mcp/block.md#mcp-tool) | Connect to any MCP server and execute its tools |
| [Slant3D Order Webhook](block-integrations/slant3d/webhook.md#slant3d-order-webhook) | This block triggers on Slant3D order status updates and outputs the event details, including tracking information when orders are shipped |
## Media Generation

View File

@@ -84,6 +84,7 @@
* [Linear Projects](block-integrations/linear/projects.md)
* [LLM](block-integrations/llm.md)
* [Logic](block-integrations/logic.md)
* [Mcp Block](block-integrations/mcp/block.md)
* [Misc](block-integrations/misc.md)
* [Notion Create Page](block-integrations/notion/create_page.md)
* [Notion Read Database](block-integrations/notion/read_database.md)

View File

@@ -0,0 +1,36 @@
# Mcp Block
<!-- MANUAL: file_description -->
_Add a description of this category of blocks._
<!-- END MANUAL -->
## MCP Tool
### What it is
Connect to any MCP server and execute its tools. Provide a server URL, select a tool, and pass arguments dynamically.
### How it works
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### Inputs
| Input | Description | Type | Required |
|-------|-------------|------|----------|
| server_url | URL of the MCP server (Streamable HTTP endpoint) | str | Yes |
| selected_tool | The MCP tool to execute | str | No |
| tool_arguments | Arguments to pass to the selected MCP tool. The fields here are defined by the tool's input schema. | Dict[str, Any] | No |
### Outputs
| Output | Description | Type |
|--------|-------------|------|
| error | Error message if the tool call failed | str |
| result | The result returned by the MCP tool | Result |
### Possible use case
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