dograh/api/services/workflow/tools/mcp_tool.py

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"""Pure helpers for MCP-category tools: definition validation and
LLM-function-name namespacing. No I/O, no MCP protocol here."""
from __future__ import annotations
import re
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from typing import Any, Dict
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from pydantic import ValidationError
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from api.schemas.tool import (
DEFAULT_MCP_SSE_READ_TIMEOUT_SECS,
DEFAULT_MCP_TIMEOUT_SECS,
McpToolDefinition,
)
from api.schemas.tool import (
McpToolConfig as McpToolConfig,
)
DEFAULT_TIMEOUT_SECS = DEFAULT_MCP_TIMEOUT_SECS
DEFAULT_SSE_READ_TIMEOUT_SECS = DEFAULT_MCP_SSE_READ_TIMEOUT_SECS
class McpDefinitionError(ValueError):
"""Raised when an MCP tool definition is structurally invalid."""
def _format_validation_error(error: ValidationError) -> str:
parts: list[str] = []
for item in error.errors():
location = ".".join(str(part) for part in item["loc"])
parts.append(f"{location}: {item['msg']}")
return "; ".join(parts)
def validate_mcp_definition(definition: Dict[str, Any]) -> Dict[str, Any]:
"""Validate a ``type: "mcp"`` ToolModel definition and return a
normalized config dict with defaults applied.
Raises:
McpDefinitionError: if the definition is missing required fields
or uses an unsupported transport.
"""
if not isinstance(definition, dict) or definition.get("type") != "mcp":
raise McpDefinitionError("definition.type must be 'mcp'")
config = definition.get("config")
if not isinstance(config, dict):
raise McpDefinitionError("definition.config is required and must be an object")
try:
parsed = McpToolDefinition.model_validate(definition)
except ValidationError as e:
raise McpDefinitionError(_format_validation_error(e)) from e
return parsed.config.model_dump(exclude={"discovered_tools"})
def _slugify(value: str) -> str:
slug = re.sub(r"[^a-z0-9]+", "_", value.strip().lower()).strip("_")
return slug
def namespace_function_name(
tool_name: str, mcp_tool_name: str, *, fallback: str = "server"
) -> str:
"""Build a collision-safe LLM function name: ``mcp__<slug>__<tool>``.
``slug`` is derived from the Dograh ToolModel name; if it slugifies to
empty, ``fallback`` (e.g. first 8 chars of tool_uuid) is used instead.
"""
slug = _slugify(tool_name) or _slugify(fallback) or "server"
return f"mcp__{slug}__{mcp_tool_name}"