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

The portfolio ships 32 modules, together exposing over a hundred callable tools.

Tool box listing available tools, tool categories, MCP servers and skills — The tool box: 107 tools across 32 modules, plus MCP servers and skills.

Portfolio

Google Workspace

Module	Covers
`google_auth`	The OAuth handshake shared by the Google modules
`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	Covers
`microsoft_auth`	The OAuth handshake shared by the Microsoft modules
`outlook_mail`	List, search, read, send, folders, attachments
`onedrive_core`	Shared OneDrive plumbing
`onedrive_read`	List, search, read, download, shared files
`onedrive_write`	Upload, create folders, delete
`teams`	Chats, messages, replies, search, group chats, members

Data and databases

Module	Covers
`database`	Generic queries and SQL execution
`database_mcp`	Database access over MCP
`text_to_sql`	Natural language to SQL, schema introspection
`db_to_rag`	Index query results into RAG
`data_handler`	Filtering, aggregation, transformation
`business_intelligence`	Datasets, charts and dashboards

Knowledge and memory

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

Business systems

Module	Covers
`odoo`	Search, create and update CRM/ERP records on an Odoo instance
`marketing`	HubSpot integration, sales leads

Content and media

Module	Covers
`artifacts`	Files an agent produces during a run
`audio`	Audio handling
`image_generation`	Image generation
`visualization`	Chart generation, CSV to chart export

Utilities

Module	Covers
`basic`	Read files, load data, convert images, bearer tokens
`api_call`	Generic API calls
`s3_tools`	Read and search S3 files
`web_search_mcp`	Web search over MCP
`integration_status`	Whether a given integration is connected and healthy
`thaink2`	thaink2 platform utilities

Skills

Beyond tools, the framework ships skills — packaged procedures an agent can follow, each one a SKILL.md with its references: dashboard-builder · data-visualization · email-campaign · error-recovery · onedrive-navigation · rag-search · report-generation · text-to-sql

MCP servers

Tools can also come from an MCP server declared per workspace. GET /api/mcp_configs lists the configured servers; the modules suffixed _mcp above reach their capabilities through that channel.

A module being present does not mean it is usable: most need a tool config carrying credentials, and the Workspace modules need the matching integration connected first.

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Concepts

Business Agents

Frontend

Automation

AgentOps

Integrations

Tools & Skills

Ecosystem

Contributing

Portfolio

Google Workspace

Microsoft 365

Data and databases

Knowledge and memory

Business systems

Content and media

Utilities

Skills

MCP servers

​Portfolio

​Google Workspace

​Microsoft 365

​Data and databases

​Knowledge and memory

​Business systems

​Content and media

​Utilities

​Skills

​MCP servers

Portfolio

Google Workspace

Microsoft 365

Data and databases

Knowledge and memory

Business systems

Content and media

Utilities

Skills

MCP servers