unsloth/studio/backend/routes/data_recipe/mcp.py
Daniel Han 3e1469a55a
Studio (#4237)
* Rebuild Studio branch on top of main

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Fix security and code quality issues for Studio PR #4237

- Validate models_dir query param against allowed directory roots
  to prevent path traversal in /api/models/local endpoint
- Replace string startswith() with Path.is_relative_to() for
  frontend path traversal check in serve_frontend
- Sanitize SSE error messages to not leak exception details to
  clients (4 locations in inference.py)
- Bind port-discovery socket to 127.0.0.1 instead of all interfaces
  in llama_cpp backend
- Import datasets_root and resolve_output_dir in embedding training
  function to fix NameError and use managed output directory
- Remove stale .gitignore entries for package-lock.json and test
  directories so tests can be tracked in version control
- Add venv-reexecution logic to ui CLI command matching the studio
  command behavior

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Move models_dir path validation before try/except block

The HTTPException(403) was inside the try/except Exception handler,
so it would be caught and re-raised as a 500. Moving the validation
before the try block ensures the 403 is returned directly and also
makes the control flow clearer for static analysis (path is validated
before any filesystem operations).

* Use os.path.realpath + startswith for models_dir validation

CodeQL py/path-injection does not recognize Path.is_relative_to() as
a sanitizer. Switched to os.path.realpath + str.startswith which is
a recognized sanitizer pattern in CodeQL's taint analysis. The
startswith check uses root_str + os.sep to prevent prefix collisions
(e.g. /app/models_evil matching /app/models).

* Never pass user input to Path constructor in models_dir validation

CodeQL traces taint through Path(resolved) even after a startswith
barrier guard. Fix: the user-supplied models_dir is only used as a
string for comparison against allowed roots. The Path object passed
to _scan_models_dir comes from the trusted allowed_roots list, not
from user input. This fully breaks the taint chain.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-03-12 03:36:19 -07:00

82 lines
2.6 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-only
# Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
"""MCP helper endpoints for data recipe."""
from __future__ import annotations
from collections import defaultdict
from fastapi import APIRouter
from core.data_recipe.service import build_mcp_providers
from models.data_recipe import (
McpToolsListRequest,
McpToolsListResponse,
McpToolsProviderResult,
)
router = APIRouter()
@router.post("/mcp/tools", response_model = McpToolsListResponse)
def list_mcp_tools(payload: McpToolsListRequest) -> McpToolsListResponse:
try:
from data_designer.engine.mcp import io as mcp_io
except ImportError as exc:
return McpToolsListResponse(
providers = [
McpToolsProviderResult(
name = "",
error = f"MCP dependencies unavailable: {exc}",
)
]
)
providers: list[McpToolsProviderResult] = []
tool_to_providers: dict[str, list[str]] = defaultdict(list)
for provider_payload in payload.mcp_providers:
provider_name = str(provider_payload.get("name", "")).strip()
built = build_mcp_providers({"mcp_providers": [provider_payload]})
if len(built) != 1:
providers.append(
McpToolsProviderResult(
name = provider_name,
error = "Unsupported MCP provider config.",
)
)
continue
provider = built[0]
try:
tools = mcp_io.list_tools(provider, timeout_sec = payload.timeout_sec)
tool_names = sorted(
{tool.name for tool in tools if getattr(tool, "name", "")}
)
for tool_name in tool_names:
tool_to_providers[tool_name].append(provider.name)
providers.append(
McpToolsProviderResult(
name = provider.name,
tools = tool_names,
)
)
except Exception as exc:
providers.append(
McpToolsProviderResult(
name = provider.name or provider_name,
error = str(exc).strip() or "Failed to load tools.",
)
)
duplicate_tools = {
tool_name: provider_names
for tool_name, provider_names in sorted(tool_to_providers.items())
if len(provider_names) > 1
}
return McpToolsListResponse(
providers = providers,
duplicate_tools = duplicate_tools,
)