MCP-CLI specific dynamic tool provider. Extends BaseDynamicToolProvider with: - ToolManager integration for MCP tool execution - State-aware filtering (blocks tools requiring computed values) - MCP result unwrapping ENHANCED: Uses intelligent search engine from chuk-tool-proces
| 51 | |
| 52 | |
| 53 | class DynamicToolProvider(BaseDynamicToolProvider[ToolInfo]): |
| 54 | """MCP-CLI specific dynamic tool provider. |
| 55 | |
| 56 | Extends BaseDynamicToolProvider with: |
| 57 | - ToolManager integration for MCP tool execution |
| 58 | - State-aware filtering (blocks tools requiring computed values) |
| 59 | - MCP result unwrapping |
| 60 | |
| 61 | ENHANCED: Uses intelligent search engine from chuk-tool-processor with: |
| 62 | - Synonym expansion for natural language queries |
| 63 | - Tokenized OR semantics (partial matches score) |
| 64 | - Fuzzy matching fallback for typos |
| 65 | - Namespace aliasing for flexible tool resolution |
| 66 | - Always returns results (never empty) |
| 67 | """ |
| 68 | |
| 69 | def __init__(self, tool_manager: ToolManager) -> None: |
| 70 | """Initialize with a tool manager. |
| 71 | |
| 72 | Args: |
| 73 | tool_manager: ToolManager instance to query for tools |
| 74 | """ |
| 75 | super().__init__() |
| 76 | self.tool_manager = tool_manager |
| 77 | |
| 78 | # ========================================================================= |
| 79 | # Required implementations from BaseDynamicToolProvider |
| 80 | # ========================================================================= |
| 81 | |
| 82 | async def get_all_tools(self) -> list[ToolInfo]: |
| 83 | """Get all available tools from the tool manager. |
| 84 | |
| 85 | Returns: |
| 86 | List of ToolInfo objects |
| 87 | """ |
| 88 | return await self.tool_manager.get_all_tools() |
| 89 | |
| 90 | async def execute_tool( |
| 91 | self, |
| 92 | tool_name: str, |
| 93 | arguments: dict[str, Any], |
| 94 | ) -> dict[str, Any]: |
| 95 | """Execute a tool via the tool manager. |
| 96 | |
| 97 | Handles MCP-specific result unwrapping. |
| 98 | |
| 99 | Args: |
| 100 | tool_name: Name of the tool to execute |
| 101 | arguments: Arguments to pass to the tool |
| 102 | |
| 103 | Returns: |
| 104 | Execution result dict |
| 105 | """ |
| 106 | try: |
| 107 | result = await self.tool_manager.execute_tool( |
| 108 | tool_name=tool_name, |
| 109 | arguments=arguments, |
| 110 | namespace=None, # Let tool manager figure out the namespace |
no outgoing calls