YueGuobin f91d7b18e9
Update README tool descriptions: .txt → .md
Only description strings changed to tell AI the content is Markdown
format (.md). The actual handler still reads/writes README.txt for
Web UI compatibility.
2026-06-07 23:32:26 +08:00

664 lines
28 KiB
Python
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

#
# Copyright (C) 2026 GNS3 Technologies Inc.
# Author: Yue Guobin
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
"""
MCP (Model Context Protocol) service for GNS3 server.
Implements the standard MCP protocol over SSE transport using FastMCP:
/v3/mcp/sse — SSE stream
/v3/mcp/messages/ — JSON-RPC messages
Tools are registered via @mcp.tool() decorators.
"""
import contextvars
import json
import asyncio
import logging
import socket
from typing import Any, Annotated
from urllib.parse import parse_qs
from fastapi import APIRouter
from fastapi.responses import Response
from pydantic import Field
from mcp.server.fastmcp import FastMCP
from mcp.server.transport_security import TransportSecuritySettings
from gns3server.config import Config
from gns3server.services import auth_service
from gns3server.utils.request_utils import extract_client_info
from .projects import (
list_projects_handler, get_project_handler, create_project_handler,
delete_project_handler, open_project_handler, close_project_handler,
get_project_stats_handler, update_project_handler, duplicate_project_handler,
get_project_readme_handler, update_project_readme_handler,
)
from .nodes import (
get_nodes_handler, get_node_handler, start_node_handler,
stop_node_handler, reload_node_handler, suspend_node_handler,
create_node_handler, delete_node_handler, update_node_handler,
get_node_console_info_handler,
)
from .links import (
get_links_handler, get_link_handler, create_link_handler,
delete_link_handler, update_link_handler,
)
from .templates import (
list_templates_handler, get_template_handler, create_template_handler,
update_template_handler, delete_template_handler,
)
from .computes import (
list_computes_handler, get_compute_handler, get_compute_images_handler,
)
log = logging.getLogger(__name__)
# ── Server ready state ────────────────────────────────────────────────
# Tracks whether GNS3 server has completed initialization.
# MCP connections wait up to 5 seconds for startup to complete, then return
# 503 Service Unavailable if initialization is not complete to prevent
# "Received request before initialization was complete" errors.
_mcp_ready_event = asyncio.Event()
def set_mcp_server_ready(ready: bool = True) -> None:
"""
Set MCP server ready state.
Should be called after GNS3 startup completes (database, controller, etc.)
to allow MCP connections to proceed.
Args:
ready: True to mark server as ready, False to mark as not ready
"""
if ready:
_mcp_ready_event.set()
log.info("MCP server is now ready to accept connections")
else:
_mcp_ready_event.clear()
async def wait_for_mcp_ready() -> bool:
"""
Wait until MCP server is ready before accepting connections.
Returns:
True if server is ready, False if timeout reached
Returns immediately if already ready. Otherwise waits with a timeout
and returns False if server does not become ready in time.
"""
if _mcp_ready_event.is_set():
return True
log.debug("MCP server not ready yet, waiting for initialization to complete...")
try:
await asyncio.wait_for(_mcp_ready_event.wait(), timeout=5.0)
log.debug("MCP server is now ready, proceeding with connection")
return True
except asyncio.TimeoutError:
log.warning(
"MCP server ready check timed out after 5 seconds - "
"GNS3 server initialization may have issues"
)
return False
# ── Perconnection JWT token ─────────────────────────────────────────
# Set during SSE authentication, read by tool handlers running in the
# same asyncio task (contextvars propagate through asyncio.to_thread).
_jwt_token_var: contextvars.ContextVar[str | None] = contextvars.ContextVar(
"mcp_jwt_token", default=None
)
# ── Token validation ──────────────────────────────────────────────────
async def _validate_token(token: str) -> bool:
"""Return True if token is a valid GNS3 JWT."""
try:
auth_service.get_username_from_token(token)
return True
except Exception:
return False
# ── Server URL helper ─────────────────────────────────────────────────
def _server_url() -> str:
cfg = Config.instance().settings
host = cfg.Server.host
if host in ("0.0.0.0", "::"):
try:
with socket.socket(socket.AF_INET, socket.SOCK_DGRAM) as s:
s.settimeout(0.1)
s.connect(("8.8.8.8", 80))
host = s.getsockname()[0]
except OSError:
host = "127.0.0.1"
scheme = "https" if cfg.Server.enable_ssl else "http"
return f"{scheme}://{host}:{cfg.Server.port}"
# ── FastMCP Server ────────────────────────────────────────────────────
def _create_mcp_server() -> FastMCP:
"""Create MCP server with security settings from configuration."""
cfg = Config.instance().settings.Server
# Always pass an explicit TransportSecuritySettings to prevent FastMCP
# from auto-enabling protection when host is localhost (its default).
if cfg.mcp_enable_dns_rebinding_protection:
transport_security = TransportSecuritySettings(
enable_dns_rebinding_protection=True,
allowed_hosts=cfg.mcp_allowed_hosts or ["127.0.0.1:*", "localhost:*"],
allowed_origins=cfg.mcp_allowed_origins or ["http://127.0.0.1:*", "http://localhost:*"],
)
else:
transport_security = TransportSecuritySettings(
enable_dns_rebinding_protection=False,
)
mcp = FastMCP("GNS3 MCP Server", transport_security=transport_security)
return mcp
mcp = _create_mcp_server()
# ── Tool handlers ─────────────────────────────────────────────────────
def _run_handler_sync(handler, params: dict[str, Any]) -> list[dict[str, Any]]:
"""Run a synchronous Gns3Connector handler in a thread."""
ctx = {
"server_url": _server_url(),
"jwt_token": _jwt_token_var.get(),
}
result = handler(params, ctx)
return [{"type": "text", "text": json.dumps(result, ensure_ascii=False, default=str)}]
@mcp.tool()
async def list_projects() -> list[dict[str, Any]]:
"""List all GNS3 projects accessible to the current user."""
return await asyncio.to_thread(_run_handler_sync, list_projects_handler, {})
@mcp.tool()
async def get_project(
project_id: Annotated[str, Field(description="UUID of the project")],
) -> list[dict[str, Any]]:
"""Get detailed information about a specific project."""
return await asyncio.to_thread(_run_handler_sync, get_project_handler, {"project_id": project_id})
@mcp.tool()
async def create_project(
name: Annotated[str, Field(description="Project name")],
description: Annotated[str, Field(description="Optional project description")] = "",
) -> list[dict[str, Any]]:
"""Create a new GNS3 project."""
params = {"name": name}
if description:
params["description"] = description
return await asyncio.to_thread(_run_handler_sync, create_project_handler, params)
@mcp.tool()
async def delete_project(
project_id: Annotated[str, Field(description="UUID of the project to delete")],
) -> list[dict[str, Any]]:
"""Delete a GNS3 project permanently."""
return await asyncio.to_thread(_run_handler_sync, delete_project_handler, {"project_id": project_id})
@mcp.tool()
async def open_project(
project_id: Annotated[str, Field(description="UUID of the project to open")],
) -> list[dict[str, Any]]:
"""Open a closed GNS3 project."""
return await asyncio.to_thread(_run_handler_sync, open_project_handler, {"project_id": project_id})
@mcp.tool()
async def close_project(
project_id: Annotated[str, Field(description="UUID of the project to close")],
) -> list[dict[str, Any]]:
"""Close an open GNS3 project."""
return await asyncio.to_thread(_run_handler_sync, close_project_handler, {"project_id": project_id})
@mcp.tool()
async def get_project_stats(
project_id: Annotated[str, Field(description="UUID of the project to get statistics for")],
) -> list[dict[str, Any]]:
"""Get statistics (nodes, links, snapshots, drawings) for a project."""
return await asyncio.to_thread(_run_handler_sync, get_project_stats_handler, {"project_id": project_id})
@mcp.tool()
async def update_project(
project_id: Annotated[str, Field(description="UUID of the project to update")],
name: Annotated[str, Field(description="New project name")] = None,
auto_close: Annotated[bool, Field(description="Close project when last client leaves")] = None,
auto_open: Annotated[bool, Field(description="Project opens when GNS3 starts")] = None,
auto_start: Annotated[bool, Field(description="Project starts when opened")] = None,
scene_width: Annotated[int, Field(description="Width of the drawing area")] = None,
scene_height: Annotated[int, Field(description="Height of the drawing area")] = None,
zoom: Annotated[int, Field(description="Zoom of the drawing area")] = None,
show_layers: Annotated[bool, Field(description="Show layers on the drawing area")] = None,
snap_to_grid: Annotated[bool, Field(description="Snap to grid on the drawing area")] = None,
show_grid: Annotated[bool, Field(description="Show the grid on the drawing area")] = None,
grid_size: Annotated[int, Field(description="Grid size for the drawing area for nodes")] = None,
drawing_grid_size: Annotated[int, Field(description="Grid size for the drawing area for drawings")] = None,
show_interface_labels: Annotated[bool, Field(description="Show interface labels on the drawing area")] = None,
) -> list[dict[str, Any]]:
"""Update a project's properties (name, auto_close, auto_open, etc.)."""
params = {"project_id": project_id}
local_vars = {
"name": name, "auto_close": auto_close, "auto_open": auto_open, "auto_start": auto_start,
"scene_width": scene_width, "scene_height": scene_height, "zoom": zoom,
"show_layers": show_layers, "snap_to_grid": snap_to_grid, "show_grid": show_grid,
"grid_size": grid_size, "drawing_grid_size": drawing_grid_size, "show_interface_labels": show_interface_labels,
}
for key, val in local_vars.items():
if val is not None:
params[key] = val
return await asyncio.to_thread(_run_handler_sync, update_project_handler, params)
@mcp.tool()
async def duplicate_project(
project_id: Annotated[str, Field(description="UUID of the project to duplicate")],
name: Annotated[str, Field(description="New project name")],
reset_mac_addresses: Annotated[bool, Field(description="Reset MAC addresses for this project")] = False,
) -> list[dict[str, Any]]:
"""Duplicate a project."""
params = {"project_id": project_id, "name": name}
if reset_mac_addresses:
params["reset_mac_addresses"] = reset_mac_addresses
return await asyncio.to_thread(_run_handler_sync, duplicate_project_handler, params)
@mcp.tool()
async def get_project_readme(
project_id: Annotated[str, Field(description="UUID of the project")],
) -> list[dict[str, Any]]:
"""Get the content of a project's README.md file — the project documentation (Markdown format)."""
return await asyncio.to_thread(_run_handler_sync, get_project_readme_handler, {"project_id": project_id})
@mcp.tool()
async def update_project_readme(
project_id: Annotated[str, Field(description="UUID of the project")],
content: Annotated[str, Field(description="Content to write to README.md (Markdown format)")],
) -> list[dict[str, Any]]:
"""Update or create a project's README.md file — the project documentation (Markdown format)."""
return await asyncio.to_thread(_run_handler_sync, update_project_readme_handler, {"project_id": project_id, "content": content})
# ── Node tools ────────────────────────────────────────────────────────
@mcp.tool()
async def get_nodes(project_id: str) -> list[dict[str, Any]]:
"""List all nodes in a project."""
return await asyncio.to_thread(_run_handler_sync, get_nodes_handler, {"project_id": project_id})
@mcp.tool()
async def get_node(
project_id: Annotated[str, Field(description="UUID of the project")],
node_id: Annotated[str, Field(description="UUID of the node")],
) -> list[dict[str, Any]]:
"""Get detailed information about a specific node."""
return await asyncio.to_thread(_run_handler_sync, get_node_handler, {"project_id": project_id, "node_id": node_id})
@mcp.tool()
async def start_node(
project_id: Annotated[str, Field(description="UUID of the project")],
node_id: Annotated[str, Field(description="UUID of the node to start")],
) -> list[dict[str, Any]]:
"""Start a node in a project."""
return await asyncio.to_thread(_run_handler_sync, start_node_handler, {"project_id": project_id, "node_id": node_id})
@mcp.tool()
async def stop_node(
project_id: Annotated[str, Field(description="UUID of the project")],
node_id: Annotated[str, Field(description="UUID of the node to stop")],
) -> list[dict[str, Any]]:
"""Stop a node in a project."""
return await asyncio.to_thread(_run_handler_sync, stop_node_handler, {"project_id": project_id, "node_id": node_id})
@mcp.tool()
async def reload_node(
project_id: Annotated[str, Field(description="UUID of the project")],
node_id: Annotated[str, Field(description="UUID of the node to reload")],
) -> list[dict[str, Any]]:
"""Reload (restart) a node in a project."""
return await asyncio.to_thread(_run_handler_sync, reload_node_handler, {"project_id": project_id, "node_id": node_id})
@mcp.tool()
async def suspend_node(
project_id: Annotated[str, Field(description="UUID of the project")],
node_id: Annotated[str, Field(description="UUID of the node to suspend")],
) -> list[dict[str, Any]]:
"""Suspend a node in a project."""
return await asyncio.to_thread(_run_handler_sync, suspend_node_handler, {"project_id": project_id, "node_id": node_id})
@mcp.tool()
async def create_node(
project_id: Annotated[str, Field(description="UUID of the project")],
template_id: Annotated[str, Field(description="UUID of the template to create the node from")],
x: Annotated[int, Field(description="X coordinate on the project canvas")] = 0,
y: Annotated[int, Field(description="Y coordinate on the project canvas")] = 0,
compute_id: Annotated[str, Field(description="Compute ID (default: local)")] = "local",
) -> list[dict[str, Any]]:
"""Create a new node from a template in a project."""
return await asyncio.to_thread(_run_handler_sync, create_node_handler, {
"project_id": project_id, "template_id": template_id,
"x": x, "y": y, "compute_id": compute_id,
})
@mcp.tool()
async def delete_node(
project_id: Annotated[str, Field(description="UUID of the project")],
node_id: Annotated[str, Field(description="UUID of the node to delete")],
) -> list[dict[str, Any]]:
"""Delete a node from a project."""
return await asyncio.to_thread(_run_handler_sync, delete_node_handler, {"project_id": project_id, "node_id": node_id})
@mcp.tool()
async def update_node(
project_id: Annotated[str, Field(description="UUID of the project")],
node_id: Annotated[str, Field(description="UUID of the node to update")],
**kwargs: Any,
) -> list[dict[str, Any]]:
"""Update a node's properties (name, position, etc.)."""
params = {"project_id": project_id, "node_id": node_id, **kwargs}
return await asyncio.to_thread(_run_handler_sync, update_node_handler, params)
@mcp.tool()
async def get_node_console_info(
project_id: Annotated[str, Field(description="UUID of the project containing the node")],
node_id: Annotated[str, Field(description="UUID of the node to get console info for")],
) -> list[dict[str, Any]]:
"""Get WebSocket console connection info for a node.
Returns the WebSocket URL, console type (telnet/ssh/vnc), and other
connection details needed to interact with a node's console via WebSocket.
Complete workflow:
1. Call this tool with project_id and node_id to get the WebSocket URL
2. Connect to the returned URL using websocat in text mode (-t):
> websocat -t "ws://<your-gns3-server-host>:3080/v3/projects/{project_id}/nodes/{node_id}/console/ws?token={jwt_token}"
3. Send device commands with \\r\\n line endings via heredoc:
> websocat -t "ws://..." <<< $'\\r\\nenable\\r\\nshow version\\r\\nexit\\r\\n'
4. Receive response: websocat receives and displays device output
Use 'timeout' to avoid connection hanging:
> timeout 10 websocat -t "ws://..." <<< $'commands\\r\\n'
Key points:
- Use \\r\\n (not \\n) to match console protocol line endings
- Use $'...' format for escape sequences in bash
- Set a timeout to prevent hanging connections
"""
return await asyncio.to_thread(_run_handler_sync, get_node_console_info_handler, {
"project_id": project_id, "node_id": node_id,
})
# ── Link tools ────────────────────────────────────────────────────────
@mcp.tool()
async def get_links(project_id: str) -> list[dict[str, Any]]:
"""List all links in a project."""
return await asyncio.to_thread(_run_handler_sync, get_links_handler, {"project_id": project_id})
@mcp.tool()
async def get_link(
project_id: Annotated[str, Field(description="UUID of the project")],
link_id: Annotated[str, Field(description="UUID of the link")],
) -> list[dict[str, Any]]:
"""Get detailed information about a specific link."""
return await asyncio.to_thread(_run_handler_sync, get_link_handler, {"project_id": project_id, "link_id": link_id})
@mcp.tool()
async def create_link(
project_id: Annotated[str, Field(description="UUID of the project")],
nodes: Annotated[list, Field(description="List of node connections, e.g. [{\"node_id\": \"...\", \"adapter_number\": 0, \"port_number\": 0}]")],
link_type: Annotated[str, Field(description="Link type - ethernet or serial")] = "ethernet",
filters: Annotated[dict, Field(description="Optional packet filters (must use array format): frequency_drop: [N], packet_loss: [rate], delay: [ms, jitter], corrupt: [rate], bpf: [expression]")] = None,
) -> list[dict[str, Any]]:
"""Create a link between two nodes in a project.
Filters must use array format:
- frequency_drop: [N] - Drop every Nth packet (N: -1 to 32767)
- packet_loss: [rate] - Packet loss percentage (rate: 0 to 100)
- delay: [ms, jitter] - Latency and jitter in milliseconds
- corrupt: [rate] - Packet corruption percentage (rate: 0 to 100)
- bpf: [expression] - Berkeley Packet Filter expression
Example: {"filters": {"delay": [100, 10], "packet_loss": [5]}}
"""
params = {"project_id": project_id, "nodes": nodes, "link_type": link_type}
if filters:
params["filters"] = filters
return await asyncio.to_thread(_run_handler_sync, create_link_handler, params)
@mcp.tool()
async def delete_link(
project_id: Annotated[str, Field(description="UUID of the project")],
link_id: Annotated[str, Field(description="UUID of the link to delete")],
) -> list[dict[str, Any]]:
"""Delete a link from a project."""
return await asyncio.to_thread(_run_handler_sync, delete_link_handler, {"project_id": project_id, "link_id": link_id})
@mcp.tool()
async def update_link(
project_id: Annotated[str, Field(description="UUID of the project")],
link_id: Annotated[str, Field(description="UUID of the link to update")],
**kwargs: Any,
) -> list[dict[str, Any]]:
"""Update a link's properties (suspend, filters, etc.).
Supported kwargs:
- suspend: boolean - Suspend or resume the link
- filters: dict - Packet filters (must use array format):
* frequency_drop: [N] - Drop every Nth packet (N: -1 to 32767)
* packet_loss: [rate] - Packet loss percentage (rate: 0 to 100)
* delay: [ms, jitter] - Latency and jitter in milliseconds
* corrupt: [rate] - Packet corruption percentage (rate: 0 to 100)
* bpf: [expression] - Berkeley Packet Filter expression
Example filters:
{"filters": {"frequency_drop": [10]}}
{"filters": {"delay": [100, 10]}}
{"filters": {"packet_loss": [5]}}
{"filters": {"delay": [50, 5], "packet_loss": [2]}}
"""
params = {"project_id": project_id, "link_id": link_id, **kwargs}
return await asyncio.to_thread(_run_handler_sync, update_link_handler, params)
# ── Template tools ────────────────────────────────────────────────────
@mcp.tool()
async def list_templates() -> list[dict[str, Any]]:
"""List all available templates on the server."""
return await asyncio.to_thread(_run_handler_sync, list_templates_handler, {})
@mcp.tool()
async def get_template(
template_id: Annotated[str | None, Field(description="Template UUID (optional if name is provided)")] = None,
name: Annotated[str | None, Field(description="Template name (optional if template_id is provided)")] = None,
) -> list[dict[str, Any]]:
"""Get detailed information about a specific template."""
return await asyncio.to_thread(_run_handler_sync, get_template_handler, {
"template_id": template_id, "name": name,
})
@mcp.tool()
async def create_template(
name: Annotated[str, Field(description="Template name")],
template_type: Annotated[str, Field(description="Template type (e.g. qemu, docker, dynamips)")],
compute_id: Annotated[str, Field(description="Compute ID (default: local)")] = "local",
) -> list[dict[str, Any]]:
"""Create a new template."""
return await asyncio.to_thread(_run_handler_sync, create_template_handler, {
"name": name, "template_type": template_type, "compute_id": compute_id,
})
@mcp.tool()
async def update_template(
template_id: Annotated[str | None, Field(description="Template UUID (optional if name is provided)")] = None,
name: Annotated[str | None, Field(description="Template name (optional if template_id is provided)")] = None,
**kwargs: Any,
) -> list[dict[str, Any]]:
"""Update an existing template's properties."""
params = {"template_id": template_id, "name": name, **kwargs}
return await asyncio.to_thread(_run_handler_sync, update_template_handler, params)
@mcp.tool()
async def delete_template(
template_id: Annotated[str | None, Field(description="Template UUID (optional if name is provided)")] = None,
name: Annotated[str | None, Field(description="Template name (optional if template_id is provided)")] = None,
) -> list[dict[str, Any]]:
"""Delete a template."""
return await asyncio.to_thread(_run_handler_sync, delete_template_handler, {
"template_id": template_id, "name": name,
})
# ── Compute tools ─────────────────────────────────────────────────────
@mcp.tool()
async def list_computes() -> list[dict[str, Any]]:
"""List all compute nodes available to the server."""
return await asyncio.to_thread(_run_handler_sync, list_computes_handler, {})
@mcp.tool()
async def get_compute(
compute_id: Annotated[str, Field(description="Compute ID (default: local)")] = "local",
) -> list[dict[str, Any]]:
"""Get detailed information about a compute node."""
return await asyncio.to_thread(_run_handler_sync, get_compute_handler, {"compute_id": compute_id})
@mcp.tool()
async def get_compute_images(
emulator: Annotated[str, Field(description="Emulator type (e.g. qemu, iou, docker)")],
compute_id: Annotated[str, Field(description="Compute ID (default: local)")] = "local",
) -> list[dict[str, Any]]:
"""List available images for an emulator on a compute node."""
return await asyncio.to_thread(_run_handler_sync, get_compute_images_handler, {
"emulator": emulator, "compute_id": compute_id,
})
# ── Authwrapped SSE app ──────────────────────────────────────────────
def _make_auth_wrapper(inner_app):
"""Wrap the SSE app with JWT validation.
Supports two ways to pass the token (checked in order):
1. Authorization: Bearer <jwt> header
2. ?token=<jwt> query parameter
POST messages are passed through (authenticated by their session).
"""
async def auth_wrapper(scope, receive, send):
# Wait for GNS3 server to complete initialization before accepting MCP connections
server_ready = await wait_for_mcp_ready()
if not server_ready:
# Server initialization timed out - return 503 Service Unavailable
client_info = extract_client_info(scope, auth_service)
log.warning(
f"Rejecting MCP connection - GNS3 server initialization not complete. "
f"Client: {client_info['host']}:{client_info['port']} ({client_info['user_info']}, Path: {client_info['path']})"
)
response = Response(
"GNS3 server initialization not complete - please retry later",
status_code=503
)
await response(scope, receive, send)
return
if scope["type"] == "http" and scope["method"] == "GET":
token = None
headers = dict(scope.get("headers", []))
auth = headers.get(b"authorization", b"").decode()
if auth.startswith("Bearer "):
token = auth[7:]
if not token:
params = parse_qs(scope.get("query_string", b"").decode())
tokens = params.get("token", [])
if tokens:
token = tokens[0]
if not token or not await _validate_token(token):
response = Response("Missing or invalid token", status_code=401)
await response(scope, receive, send)
return
_jwt_token_var.set(token)
await inner_app(scope, receive, send)
return auth_wrapper
# ── FastAPI router ────────────────────────────────────────────────────
router = APIRouter(prefix="/mcp", tags=["MCP"])
@router.get("/")
async def mcp_root():
"""MCP service metadata."""
return {
"name": "GNS3 MCP Server",
"version": "1.0.0",
"authentication": ["Authorization: Bearer <jwt>", "?token=<jwt>"],
"transports": {
"sse": "/v3/mcp/transport/sse",
},
}
def register_starlette_routes(app):
"""Mount MCP transports on the FastAPI app."""
sse_app = _make_auth_wrapper(mcp.sse_app(mount_path=""))
app.mount("/v3/mcp/transport", sse_app, name="mcp-sse")
log.info("MCP SSE server mounted at /v3/mcp/transport")