Expanded Typed Responses with GitHub, Mailchimp & Trello - Planning Further Expansion

We've expanded our typed response support to include three major toolkits—GitHub, Mailchimp, and Trello—while also adding more typed actions across previously updated toolkits. All outputs now return strongly typed objects with clear field documentation instead of generic response_data blobs, enabling better IDE support and more reliable agent interactions.

<Callout type="warn"> **Breaking Change for `latest` Version**

If you're using the latest version and your code depends on the old response_data structure for GitHub, Mailchimp, or Trello, you'll need to update your code to work with the new typed response schemas. </Callout>

Why This Matters

• Enhanced type safety: GitHub, Mailchimp, and Trello now have fully typed responses
• Expanded action coverage: More actions in existing toolkits now return typed data
• Improved developer experience: Better autocomplete and field validation across all toolkits
• Agent-friendly schemas: Cleaner output shapes reduce parsing errors and improve AI tool usage

<Accordions> <Accordion title="Newly Typed Toolkits & Enhanced Coverage">

Newly Typed Toolkits (3)

github, mailchimp, trello

Enhanced Existing Toolkits

Additional typed actions added to:

Communication & Collaboration

discordbot, microsoft_teams, slack, zoom

CRM & Sales

apollo, attio, hubspot, instantly, intercom, kommo, salesforce

Productivity & Docs

coda, confluence, googledocs, googletasks, notion, todoist

Marketing & Social Media

facebook, instagram, klaviyo, linkedin, metaads, reddit, tiktok

E-commerce & Payments

brex, quickbooks, ramp, shopify, square, stripe, xero

Project Management

clickup, linear

Design & Creative

canva, figma

Data & Analytics

ahrefs, airtable, apify, exa, pplx, serpapi, tavily

Email & Calendar

calendly, outlook

Storage & Files

one_drive

Web Tools

firecrawl, fireflies, google_maps, google_search_console

AI & Media

elevenlabs, heygen, lmnt, mem0

Customer Support

freshdesk, zendesk

Video & Content

youtube

</Accordion> </Accordions>

Coming Soon: 40+ More Toolkits

We're planning to expand typed response coverage to 40+ additional toolkits in upcoming releases.

<Accordions> <Accordion title="Upcoming Typed Response Toolkits">

Developer & DevOps

bitquery, clickhouse, composio, contentful_graphql, docusign, hookdeck, metabase, neon, parsera, postgrid, sentry, servicenow

Communication & Collaboration

dailybot, dialpad, gleap, gong, googlemeet, plain, retellai, smtp2go

CRM & Business

bamboohr, coupa, forcemanager, lever, mixpanel, monday, okta, peopledatalabs, pipedrive, productboard, workday

Marketing & Analytics

amplitude, datagma, diffbot, lemlist, mailerlite, posthog, remarkety, resend, retently, sendgrid

AI & Automation

affinda, agentql, bolna, entelligence, kadoa, multionai

Media & Entertainment

giphy, soundcloud, spotify, spotlightr

Real Estate & Location

acculynx, apaleo, foursquare, foursquare_v1, foursquare_v2, hotspotsystem

E-commerce & Payments

moneybird, open_sea, plisio, zoho_inventory

Education & Learning

blackboard, canvas, d2lbrightspace, habitica

Project Management

pagerduty, shortcut, taskade, wrike, workspace

Productivity & Personal

borneo, box, cal, etermin, formdesk, formbricks, google_admin, junglescout, klipfolio, onepage, strava, typefully, wakatime, zenrows, zoho, zoho_mail

Other Services

cults, faceup, semanticscholar

</Accordion> </Accordions>