spix_contact_summary
Generate an AI-powered summary of a contact by providing their contact ID, enabling quick understanding of contact details without manual review.
Instructions
Get AI-generated contact summary
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| contact_id | Yes | Contact ID |
Implementation Reference
- src/spix_mcp/registry.py:588-599 (schema)CommandSchema definition for contact.summary, which maps to the MCP tool name 'spix_contact_summary'. It defines a GET request to /contacts/{contact_id}/summary with a required contact_id positional arg.
CommandSchema( path="contact.summary", cli_usage="spix contact summary <contact_id>", http_method="GET", api_endpoint="/contacts/{contact_id}/summary", mcp_expose="tool", mcp_profile="safe", description="Get AI-generated contact summary", positional_args=[ CommandParam("contact_id", "string", required=True, description="Contact ID"), ], ), - src/spix_mcp/server.py:85-98 (registration)Registration: Tools are dynamically generated from schemas in COMMAND_REGISTRY. The path 'contact.summary' becomes tool name 'spix_contact_summary' via the pattern f'spix_{schema.path.replace(".", "_")}'. The tool is then listed via list_tools() and dispatched via call_tool().
tool_schemas = get_mcp_tools(profile=tool_profile, disabled=disabled_tools) tool_defs: list[Tool] = [] for schema in tool_schemas: # Convert path to tool name: playbook.create -> spix_playbook_create tool_name = f"spix_{schema.path.replace('.', '_')}" tool_defs.append( Tool( name=tool_name, description=schema.description or f"Spix {schema.path}", inputSchema=build_json_schema(schema), ) ) - src/spix_mcp/tools.py:94-203 (handler)Generic handler function create_tool_handler() that dispatches ALL MCP tool calls. For 'spix_contact_summary', it resolves the schema, builds endpoint URL /contacts/{contact_id}/summary (substituting contact_id), and makes a GET request to the backend API.
async def create_tool_handler( session: McpSessionContext, tool_name: str, arguments: dict, ) -> list: """Execute an MCP tool call by dispatching to the backend API. This function: 1. Resolves the tool name to a command schema 2. Validates session scope (playbook access, channel access) 3. Builds the API request 4. Dispatches to the backend 5. Returns the response as MCP TextContent Args: session: The MCP session context for scope validation. tool_name: The MCP tool name (e.g., "spix_playbook_create"). arguments: The tool arguments from the MCP client. Returns: List containing a single TextContent with the JSON response. """ # Import here to avoid circular imports and handle missing mcp package try: from mcp.types import TextContent except ImportError: # Fallback for when mcp is not installed class TextContent: # type: ignore[no-redef] def __init__(self, type: str, text: str) -> None: self.type = type self.text = text # Resolve tool name to schema schema = get_schema_by_tool_name(tool_name) if not schema: return [ TextContent( type="text", text=orjson.dumps( {"ok": False, "error": {"code": "unknown_tool", "message": f"Unknown tool: {tool_name}"}} ).decode(), ) ] # Validate tool access (not disabled) try: session.validate_tool_access(schema.path) except Exception as e: from spix_mcp.session import McpScopeError if isinstance(e, McpScopeError): return [TextContent(type="text", text=orjson.dumps({"ok": False, "error": e.to_dict()}).decode())] raise # Validate channel access if applicable channel = infer_channel_from_tool(schema.path) if channel: try: session.validate_channel_access(channel) except Exception as e: from spix_mcp.session import McpScopeError if isinstance(e, McpScopeError): return [TextContent(type="text", text=orjson.dumps({"ok": False, "error": e.to_dict()}).decode())] raise # Handle playbook_id: validate and apply default playbook_id = arguments.get("playbook_id") try: effective_playbook = session.validate_playbook_access(playbook_id) if effective_playbook and not playbook_id: # Apply default playbook arguments["playbook_id"] = effective_playbook except Exception as e: from spix_mcp.session import McpScopeError if isinstance(e, McpScopeError): return [TextContent(type="text", text=orjson.dumps({"ok": False, "error": e.to_dict()}).decode())] raise # Build endpoint URL with path parameters endpoint, remaining_args = build_endpoint_url(schema, arguments) # Dispatch to backend API client = session.client method = schema.http_method.lower() if method == "get": response = await asyncio.to_thread(client.get, endpoint, params=remaining_args if remaining_args else None) elif method == "post": response = await asyncio.to_thread(client.post, endpoint, json=remaining_args if remaining_args else None) elif method == "patch": response = await asyncio.to_thread(client.patch, endpoint, json=remaining_args if remaining_args else None) elif method == "delete": response = await asyncio.to_thread(client.delete, endpoint, params=remaining_args if remaining_args else None) else: response = await asyncio.to_thread(client.get, endpoint) # Build response envelope envelope: dict = {"ok": response.ok, "meta": response.meta} if response.ok: envelope["data"] = response.data if response.pagination: envelope["pagination"] = response.pagination if response.warnings: envelope["warnings"] = response.warnings else: envelope["error"] = response.error return [TextContent(type="text", text=orjson.dumps(envelope).decode())] - src/spix_mcp/tools.py:23-50 (helper)Helper function get_schema_by_tool_name() that resolves the MCP tool name 'spix_contact_summary' to its CommandSchema by converting 'contact_summary' -> 'contact.summary' and matching against COMMAND_REGISTRY.
def get_schema_by_tool_name(tool_name: str) -> CommandSchema | None: """Look up a CommandSchema by MCP tool name. MCP tool names follow the pattern: spix_{path with dots replaced by underscores} e.g., "spix_playbook_create" -> "playbook.create" Args: tool_name: The MCP tool name (e.g., "spix_playbook_create"). Returns: The matching CommandSchema, or None if not found. """ # Remove the spix_ prefix if not tool_name.startswith("spix_"): return None path_part = tool_name[len("spix_") :] # Convert underscores back to dots for path lookup # We need to handle multi-part paths like "billing_credits_history" -> "billing.credits.history" # Try different dot positions to find the right one for cmd in COMMAND_REGISTRY: # Convert the command path to expected tool name format expected_tool = cmd.path.replace(".", "_") if expected_tool == path_part: return cmd return None - src/spix_mcp/tools.py:53-73 (helper)Helper function build_endpoint_url() that substitutes the contact_id positional arg into the endpoint URL /contacts/{contact_id}/summary.
def build_endpoint_url(schema: CommandSchema, arguments: dict) -> tuple[str, dict]: """Build the API endpoint URL with path parameters substituted. Args: schema: The command schema. arguments: The tool arguments. Returns: Tuple of (endpoint_url, remaining_arguments). Path parameters are removed from arguments and substituted into the URL. """ endpoint = schema.api_endpoint remaining_args = dict(arguments) # Substitute path parameters for param in schema.positional_args: placeholder = f"{{{param.name}}}" if placeholder in endpoint and param.name in remaining_args: endpoint = endpoint.replace(placeholder, str(remaining_args.pop(param.name))) return endpoint, remaining_args