Tools

A tool is a capability module shipped with the framework. A tool config is an instance of one, holding your credentials and parameters. Agents reference tool config ids, never tool names.

GET /api/tools                     list available tools
GET /api/tools/{tool_name}/params  parameters a config must provide
POST /api/tools_config             create a configured instance

Portfolio

Google Workspace

Module	Functions
`google_drive`	List, search, read, download files
`google_gmail`	List, search, read, send email
`google_calendar`	List, search, create events
`google_sheets`	Spreadsheet info, read and write cells
`google_docs`	Create, read, append

Microsoft 365

Module	Functions
`outlook_mail`	List, search, read, send, folders, attachments
`onedrive`	List, search, read, download, upload, folders, shared files
`teams`	Chats, messages, replies, search, group chats, members

Data and databases

Module	Functions
`database`	Generic queries and SQL execution
`text_to_sql`	Natural language to SQL, schema introspection
`db_to_rag`	Index query results into RAG
`data_handler`	Filtering, aggregation, transformation

Knowledge

Module	Functions
`rag`	Create, list, search and delete knowledge bases
`memory`	Save and search user memory and tool usage patterns

Communication and utilities

Module	Functions
`emailing`	Send email over SMTP
`marketing`	HubSpot integration, sales leads
`basic`	Read files, load data, convert images, bearer tokens
`api_call`	Generic API calls
`s3_tools`	Read and search S3 files
`visualization`	Chart generation, CSV to chart export
`web_search_mcp`	Web search over MCP

Get started

Concepts

Guides

Self-hosting

Ecosystem

Contributing

Portfolio

Google Workspace

Microsoft 365

Data and databases

Knowledge

Communication and utilities

​Portfolio

​Google Workspace

​Microsoft 365

​Data and databases

​Knowledge

​Communication and utilities

Portfolio

Google Workspace

Microsoft 365

Data and databases

Knowledge

Communication and utilities