--- title: "Connect Parseur to Hamsa - APIANT.ai" description: "When \"New Document Export Failed\" fires in Parseur, your agent runs \"Add knowledge base item\" in Hamsa." canonical: "https://apiant.ai/connect/parseur-to-hamsa" --- # Connect Parseur to Hamsa When **New Document Export Failed** fires in [Parseur](https://apiant.ai/connections/parseur), your agent runs **Add knowledge base item** in [Hamsa](https://apiant.ai/connections/hamsa). Describe the whole flow and it is built, tested on every scenario and kept running. Parseur **6** triggers Parseur **10** actions Hamsa **21** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Parseur and Hamsa to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What Parseur can start in Hamsa - When **New Document Export Failed** in Parseur then **Add knowledge base item** in Hamsa - When **New Document Not Processed** in Parseur then **Add phone number** in Hamsa Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with Parseur and Hamsa ## Triggers and actions 6 triggers · 31 actions - Trigger **New Document Export Failed** Triggered when Parseur fails to export a document to its destination. - Trigger **New Document Not Processed** Triggered when Parseur receives a document it cannot extract data from, so you can follow it up. - Trigger **New Document Processed** Triggered when Parseur finishes extracting data from a document, with the extracted fields. - Trigger **New Document Processed (With List Items)** Triggered when Parseur finishes extracting data from a document, including any table or list fields it found (line items, rows). - Trigger **New Mailbox** Triggers when a new mailbox is created in your Parseur account. Returns the mailbox's name, email prefix, AI engine and document counts. - Trigger **New Table Field Processed** Triggers once for every row of a table or list field when Parseur finishes processing a document. Returns the row's values along with the document and mailbox it came from. - Action **Create Document** Sends text or HTML content to a Parseur mailbox as a new document, so Parseur can extract its data. Returns the new document's ID. - Action **Create Document From File** Uploads a file (PDF, DOCX, image and so on) to a Parseur mailbox as a new document, so Parseur can extract its data. Returns the new document's ID. - Action **Delete Document** Deletes a document from Parseur by its ID. - Action **Delete Mailbox** Deletes a Parseur mailbox and everything in it. This cannot be undone. - Action **Get Document** Returns one document from Parseur by its ID, including its processing status and the data Parseur extracted from it. - Action **Get Mailbox** Returns one Parseur mailbox by its ID, with its email address, document counts and settings. - Action **List Documents** Returns the documents in Parseur, optionally narrowed to one mailbox or one processing status. - Action **List Mailboxes** Returns the mailboxes in your Parseur account, with the email address to send documents to and how many documents each holds. - Action **Reprocess Document** Sends an existing document back through parsing, for example after you update its template. Returns the document's ID, name and processing status. - Action **Update Mailbox** Updates a Parseur mailbox's settings. Only the values you supply are changed — anything you leave blank keeps its current setting. - Action **Add knowledge base item** Create a new knowledge base item for a voice agent. - Action **Add phone number** Add a phone number for a user. - Action **Add transcription job** Create a new asynchronous job (e.g. transcription). - Action **Add TTS voice** Create a new text-to-speech voice. - Action **Add voice agent** Create a new AI voice agent. - Action **Assign phone number** Assign a phone number to a voice agent. - Action **Delete knowledge base item** Delete a knowledge base item by ID. - Action **Delete phone number** Delete a phone number. - Action **Delete TTS voice** Delete a text-to-speech voice by ID. - Action **Get campaign** Get a campaign by ID. - Action **Get conversation** Get a call conversation record by ID. - Action **Get job** Get a single job's details by ID. - Action **Get voice agent** Retrieve a specific voice agent by ID. - Action **Initiate voice agent call** Initiate an outbound call with a voice agent via Twilio. - Action **List jobs** List jobs. - Action **List knowledge base items** Return a list of knowledge base items. - Action **List phone numbers** Return a list of phone numbers for a user. - Action **List TTS voices** Retrieve the list of available TTS voices. - Action **List voice agents** Retrieve a list of the account's voice agents. - Action **Transcribe audio** Generate a speech-to-text transcription from audio (not streamed). - Action **Update voice agent** Update an existing voice agent's configuration. ## Each app on its own - [ **Parseur** Send documents such as emails, PDFs and spreadsheets to your custom Parseur mailbox and extract any data.](https://apiant.ai/connections/parseur) - [ **Hamsa** AI voice agent platform with lifelike avatars, RAG-powered conversations, and API/SDK for calls, CRM, and...](https://apiant.ai/connections/hamsa) Reviews ## What our customers say ## More from Parseur - [ **Parseur to Chartimagegenerator** Edge-rendered chart image API that converts Chart.js configurations into cached PNG/SVG images.](https://apiant.ai/connect/parseur-to-chartimagegenerator) - [ **Parseur to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/parseur-to-salesforce) - [ **Parseur to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/parseur-to-slack) - [ **Parseur to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/parseur-to-stripe) - [ **Parseur to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/parseur-to-shopify) - [ **Parseur to QuickBooks Online** QuickBooks Online accounting — manage customers, invoices, bills, payments, vendors, expenses, and more via...](https://apiant.ai/connect/parseur-to-quickbooks-online) ## More into Hamsa - [ **MySQL to Hamsa** Connect directly to a MySQL database and run SQL statements from your automations.](https://apiant.ai/connect/mysql-to-hamsa) - [ **TimelinesAI to Hamsa** TimelinesAI allows you to share access to your personal or business Whatsapp account, integrate it with...](https://apiant.ai/connect/timelinesai-to-hamsa) - [ **HubSpot to Hamsa** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-hamsa) - [ **Salesforce to Hamsa** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-hamsa) - [ **Slack to Hamsa** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-hamsa) - [ **Google Sheets to Hamsa** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-hamsa) Questions ## Parseur and Hamsa, answered ### ### What can start an automation from Parseur? Any of Parseur's 6 triggers in the catalog, including New Document Export Failed, New Document Not Processed, New Document Processed and New Document Processed (With List Items). Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Hamsa when something happens in Parseur? Any of Hamsa's 21 actions, including Update voice agent, Add knowledge base item, Add phone number and Add transcription job. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Hamsa to Parseur? Hamsa has no triggers in the catalog today, so automations start in Parseur. If you need the other direction, ask: your agent reads Hamsa's API documentation and adds it. ### ### Do I have to build a connector for Parseur or Hamsa? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use Parseur and Hamsa without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.