Integration
Connect rasa.io to Hamsa
When New Insights Action fires in rasa.io, your agent runs Add knowledge base item in Hamsa. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want rasa.io and Hamsa to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne 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.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)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)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)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)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)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)Example flows
What rasa.io can start in Hamsa
When New Insights Action in rasa.io
then Add knowledge base item in Hamsa
When New Insights Topics in rasa.io
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 rasa.io and Hamsa
Triggers and actions 3 triggers ยท 31 actions
Trigger
New Insights ActionTriggers when a contact performs a new engagement action, such as a click or open, on the selected newsletter.
Trigger
New Insights TopicsTriggers when a newsletter subscriber gets a new weekly topic cloud, showing the topics and categories they engage with.
Trigger
New PersonTriggered when a new person is added to your rasa.io contacts, optionally only within a chosen list.
Action
Add listCreates a new mailing list in the rasa.io account and returns the new list's id.
Action
Create or Update PersonCreates a contact for the email address, or updates the existing active contact with that email, and returns the contact.
Action
Delete contactPermanently deletes a contact and the personal data held for them across this account's newsletters. A contact that cannot be fully deleted is archived instead.
Action
Get contactReturns a single contact by ID, including its subscriptions, external identifiers and custom attributes. An error occurs if the contact is not found.
Action
Get newsletterReturns a single newsletter by ID, including its associated lists and subscription types.
Action
List contactsReturns the contacts in the rasa.io account, optionally narrowed to one list or to contacts matching an external system identifier.
Action
List newslettersReturns all active newsletters in your rasa.io account, including their associated lists and subscription types.
Action
List segmentsReturns the segments defined on your rasa.io account, including each segment's code, name, description and any account-level attribute rule.
Action
List subscription typesReturns all active subscription types in your rasa.io account, along with their active integration mappings.
Action
Remove contact from listRemoves a contact from a list. The contact itself is kept and stays on any other lists.
Action
Add knowledge base itemCreate a new knowledge base item for a voice agent.
Action
Add phone numberAdd a phone number for a user.
Action
Add transcription jobCreate a new asynchronous job (e.g. transcription).
Action
Add TTS voiceCreate a new text-to-speech voice.
Action
Add voice agentCreate a new AI voice agent.
Action
Assign phone numberAssign a phone number to a voice agent.
Action
Delete knowledge base itemDelete a knowledge base item by ID.
Action
Delete phone numberDelete a phone number.
Action
Delete TTS voiceDelete a text-to-speech voice by ID.
Action
Get campaignGet a campaign by ID.
Action
Get conversationGet a call conversation record by ID.
Action
Get jobGet a single job's details by ID.
Action
Get voice agentRetrieve a specific voice agent by ID.
Action
Initiate voice agent callInitiate an outbound call with a voice agent via Twilio.
Action
List jobsList jobs.
Action
List knowledge base itemsReturn a list of knowledge base items.
Action
List phone numbersReturn a list of phone numbers for a user.
Action
List TTS voicesRetrieve the list of available TTS voices.
Action
List voice agentsRetrieve a list of the account's voice agents.
Action
Transcribe audioGenerate a speech-to-text transcription from audio (not streamed).
Action
Update voice agentUpdate an existing voice agent's configuration.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
rasa.io and Hamsa, answered
What can start an automation from rasa.io?
Any of rasa.io's 3 triggers in the catalog, including New Insights Action, New Insights Topics and New Person. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Hamsa when something happens in rasa.io?
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 rasa.io?
Hamsa has no triggers in the catalog today, so automations start in rasa.io. 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 rasa.io 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 rasa.io 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.