| from tool_search import TAVILY_TOOL |
| from connector_browser import ALL_BROWSER_MCP_TOOLS |
| from connector_gmail import ALL_GMAIL_MCP_TOOLS |
| from connector_calendar import ALL_CALENDAR_MCP_TOOLS |
| from connector_drive import ALL_DRIVE_MCP_TOOLS |
| from connector_sheets import ALL_SHEETS_MCP_TOOLS |
| from connector_docs import ALL_DOCS_MCP_TOOLS |
| from connector_slides import ALL_SLIDES_MCP_TOOLS |
| from connector_youtube import ALL_YOUTUBE_MCP_TOOLS |
| from connector_notion import ALL_NOTION_MCP_TOOLS |
| from connector_github import ALL_GITHUB_MCP_TOOLS |
| from connector_telegram import ALL_TELEGRAM_MCP_TOOLS |
| from connector_vercel import ALL_VERCEL_MCP_TOOLS |
|
|
| def build_dynamic_discover_tool(active_services: list) -> dict: |
| return { |
| "type": "function", |
| "function": { |
| "name": "discover_connector_capabilities", |
| "description": f"Discover available API operations, endpoints, and schema guidelines for connected services: {', '.join(active_services)}.", |
| "parameters": { |
| "type": "object", |
| "properties": { |
| "service": { |
| "type": "string", |
| "enum": active_services, |
| "description": "The connected service name to query capabilities and endpoint patterns for." |
| }, |
| "query": { |
| "type": "string", |
| "description": "Optional search term for specific capabilities, e.g., 'send email', 'create issue', 'query database', 'send telegram message', 'browse webpage'." |
| } |
| }, |
| "required": ["service"] |
| } |
| } |
| } |
|
|
| def get_filtered_tools(connectors: list = None, web_search: bool = False) -> list: |
| active_tools = [] |
| if web_search: |
| active_tools.append(TAVILY_TOOL) |
|
|
| if not connectors or not isinstance(connectors, list): |
| return active_tools |
|
|
| connector_keys = {str(c).lower().strip() for c in connectors} |
| active_services = [] |
|
|
| if "browser" in connector_keys or "web" in connector_keys: |
| active_tools.extend(ALL_BROWSER_MCP_TOOLS) |
| active_services.append("browser") |
| if "gmail" in connector_keys or "google" in connector_keys: |
| active_tools.extend(ALL_GMAIL_MCP_TOOLS) |
| active_services.append("gmail") |
| if "calendar" in connector_keys or "google" in connector_keys: |
| active_tools.extend(ALL_CALENDAR_MCP_TOOLS) |
| active_services.append("calendar") |
| if "drive" in connector_keys or "google" in connector_keys: |
| active_tools.extend(ALL_DRIVE_MCP_TOOLS) |
| active_services.append("drive") |
| if "sheets" in connector_keys or "google" in connector_keys: |
| active_tools.extend(ALL_SHEETS_MCP_TOOLS) |
| active_services.append("sheets") |
| if "docs" in connector_keys or "google" in connector_keys: |
| active_tools.extend(ALL_DOCS_MCP_TOOLS) |
| active_services.append("docs") |
| if "slides" in connector_keys or "google" in connector_keys: |
| active_tools.extend(ALL_SLIDES_MCP_TOOLS) |
| active_services.append("slides") |
| if "youtube" in connector_keys or "google" in connector_keys: |
| active_tools.extend(ALL_YOUTUBE_MCP_TOOLS) |
| active_services.append("youtube") |
| if "notion" in connector_keys: |
| active_tools.extend(ALL_NOTION_MCP_TOOLS) |
| active_services.append("notion") |
| if "github" in connector_keys: |
| active_tools.extend(ALL_GITHUB_MCP_TOOLS) |
| active_services.append("github") |
| if "telegram" in connector_keys: |
| active_tools.extend(ALL_TELEGRAM_MCP_TOOLS) |
| active_services.append("telegram") |
| if "vercel" in connector_keys: |
| active_tools.extend(ALL_VERCEL_MCP_TOOLS) |
| active_services.append("vercel") |
|
|
| if active_services: |
| active_tools.append(build_dynamic_discover_tool(active_services)) |
|
|
| return active_tools |
|
|
