Narada

Plugins connect Gmail, Calendar, Slack, Zoom and more, MCP Builder defines custom tools agents can call, and Python agents call APIs directly, beside interface automation of enterprise apps. The plugin list covers Zoom meetings and invites, Gmail, Google Calendar and Drive, Slack search across several workspaces, HubSpot contacts, deals and timelines, Salesforce contacts, leads and opportunities with call logs added, and web search with citations, each switched on in the Plugins sidebar and signed in to its own account. The SDK also reads and writes Google Sheets.

SourceNarada, docs.narada.ai Plugins, MCP Builder and API referenceread 2026-10-05

Agent Studio's visual workflow editor chains navigation, clicks, extraction, loops and conditions with LLM driven agent steps and deterministic Python code steps, Python agents give full programmatic control, and tasks run in parallel across browser windows. Input variables feed values into a workflow when it runs, and structured output returns results in a shape the caller defines.

SourceNarada, docs.narada.ai Agent Studio, Parallel Execution, Input Variables and Structured Outputread 2026-10-05

Vector Stores hold the customer's uploaded documents, PDFs and text files, are connected to agents and searched semantically at run time, and grow as new files are uploaded. Files can also be attached to a single task through the API, and an agent can read the page in front of it as simplified HTML, full HTML or a screenshot.

SourceNarada, docs.narada.ai Vector Stores and API referenceread 2026-10-05

A user_approval step pauses an agent and shows an approve or reject card before it sends an email, submits a form, approves a purchase or takes a destructive action, and prompt_for_user_input collects values before it continues. The Slack plugin drafts messages for the user to review before they are sent.

SourceNarada, docs.narada.ai Human-in-the-Loop Steps and Pluginsread 2026-10-05

SOC 2 Type 2, a HIPAA option and a statement that customer data does not train models are on the homepage, with BAA and DPA on Enterprise; access is by API key and agents can be shared with a team, but no roles, SSO or SCIM are documented. The homepage also lists GDPR and CCPA compliance and CASA Tier 2 certification, and the docs cover account deletion.

SourceNarada, narada.ai and docs.narada.ai Authentication and Account Deletionread 2026-10-05

Action traces return step by step logs of each automation in the API response, with a visual GIF recording of the run. Screenshots can be taken at any step, downloaded files are captured, and a task's result can be fetched by polling or pushed to a webhook.

SourceNarada, docs.narada.ai Action Trace, Screenshots, File Downloads, Polling and Webhooksread 2026-10-05

Custom Instructions are a store of preferences the user maintains, and Narada applies them to all future actions. Narada describes no memory that the agent writes for itself. An interrupted cloud browser session can be picked up again with its saved session and window IDs.

SourceNarada, docs.narada.ai Custom Instructions and Cloud Browser Sessionsread 2026-10-05

On premises deployment is offered on the Enterprise plan and the homepage describes on prem options for data privacy, including Citrix and on premises claims processing, beside the cloud service and cloud browser sessions. Cloud browser sessions are serverless and need no local Chrome, several can run in parallel, and each keeps accruing cost until it is closed or times out. Proxy settings for the agent's browsing are documented.

SourceNarada, narada.ai and docs.narada.ai Cloud Browser Sessions and Proxy Settingsread 2026-10-05

Agent Maker and Imitation Learning generate agents from a description or a demonstration, the Prompt Library saves the user's own prompts, and a few built in jobs ship ready (Morning Brief emails, Document Analyzer). Narada publishes no catalog of packaged agents or templates. It is built for jobs such as order and invoice processing, pricing research, claims processing, CRM updates, accounts receivable, travel and expense processing and HR requests.

SourceNarada, narada.ai and docs.narada.ai Agent Makerread 2026-10-05

Tasks start from the Chrome extension chat, voice messages, the Python SDK, the Remote Dispatch REST API, A2A and MCP, with results pushed by outbound webhook; the only scheduled run documented is the fixed 5 AM Morning Brief email, and no schedule or event trigger for the customer's own agents is documented. A Remote Dispatch call can send a task to the user's Chrome extension or to a cloud browser session.

SourceNarada, docs.narada.ai Remote Dispatch and Cloud Browser Sessionsread 2026-10-05

Narada runs its own Large Action Models, and the docs offer no choice of model or provider for agent steps. The homepage presents these Large Action Models as the core of the product and states that customer data is not used to train them.

SourceNarada, narada.ai and docs.narada.ai Agent Studioread 2026-10-05

A Python SDK, a Remote Dispatch REST API with documented request and response, and an A2A agent card at https://api.narada.ai/fast/v2/a2a/.well-known/agent.json with its authentication, plus MCP over Streamable HTTP, let outside callers drive Narada. The SDK reference covers calls such as run, agentic_selector, agentic_mouse_action, get_screenshot, go_to_url, read_google_sheet and write_google_sheet, and a Cursor integration is documented.

SourceNarada, docs.narada.ai A2A and MCP, API reference and Cursor Integrationread 2026-10-05

Typed errors such as timeouts are raised for the customer's code to handle, and traces show what a run did. Narada publishes no way to test agents on sample tasks, score the results or hold back a release that falls short. Structured output lets the calling code check the shape of an agent's result before using it.

SourceNarada, docs.narada.ai Error Handling and Structured Outputread 2026-10-05

Narada's agents drive the browser through its Chrome extension or serverless Cloud Browser Sessions, with remote browser control and mouse and selector actions in the SDK, and the homepage describes automating desktop apps, web and Citrix. Applications it names include ServiceNow, SAP, Salesforce, Workday and SAP Concur, and the automations are described as adapting when a screen changes.

SourceNarada, narada.ai and docs.narada.ai Cloud Browser Sessionsread 2026-10-05