As of 31 October 2026, our agent found a CLI, tested or documented, at 11 of 14 databases. A builder’s agent can expect a CLI in databases and data warehouses, and in project management it should plan on the API or the MCP server.
In databases, the CLI is listed at Airtable, Neon, PlanetScale, Supabase and Upstash, among others. Data warehouses list it at ClickHouse Cloud and Tinybird, among others. In project management, the CLI sits at Jira and Basecamp. The Basecamp CLI signs in with a device code, and that route needs a Basecamp account.
Each category’s API, MCP server, CLI and SDK, counted over its own products
| Category | Products driven | API | MCP server | CLI | SDK |
|---|---|---|---|---|---|
| Project management | 15 | 15 | 15 | 2 | 1 |
| Databases | 14 | 14 | 13 | 11 | 4 |
| CRM | 12 | 12 | 11 | 3 | 4 |
| Customer support | 10 | 10 | 7 | 1 | 2 |
| Email marketing | 9 | 9 | 8 | 3 | 1 |
| Email infrastructure | 8 | 8 | 7 | 4 | 2 |
| Forms | 7 | 6 | 6 | 0 | 0 |
| Payments | 7 | 7 | 6 | 3 | 4 |
| Team chat | 7 | 7 | 6 | 5 | 3 |
| Data warehouses | 6 | 6 | 5 | 6 | 4 |
| File storage | 6 | 3 | 5 | 0 | 0 |
| Hosting and deploys | 6 | 6 | 6 | 4 | 2 |
| Scheduling | 6 | 5 | 3 | 1 | 0 |
| Search APIs | 6 | 5 | 6 | 3 | 2 |
| Design | 5 | 3 | 4 | 1 | 1 |
| Invoicing | 5 | 4 | 5 | 0 | 1 |
| Social media scheduling | 5 | 3 | 4 | 1 | 0 |
| Source control | 5 | 4 | 4 | 3 | 0 |
| Website builders | 5 | 3 | 4 | 3 | 1 |
| Docs and workspace | 5 | 5 | 4 | 1 | 1 |
Rows follow the number of products we drove in each category, largest first, and each count is over its own row’s products. Categories with fewer products driven, 39 of 193 products in all, have no row of their own.
Every project management and hosting and deploys product we drove lists an MCP server
Project management lists the API at 15 of 15 products and the MCP server at 15 of 15, from Asana and Linear to Trello and Wrike.
Hosting and deploys shows the same pair, with the API at 6 of 6 products and the MCP server at 6 of 6. That covers Fly.io, Netlify, Oracle Cloud Infrastructure (OCI), Railway, Render and Vercel.
Vercel adds a CLI and an SDK to that pair. Its llms.txt carries agent guidance, and every docs page is also served as Markdown.
On recordVercelHosting and deploysL2Gets inCustomer support lists an MCP server at 7 of 10 products, at Crisp, Front, Gorgias, Help Scout, Intercom, Plain and Zendesk. Databases list an MCP server at 13 of 14 products.
Offering a surface is not the same as an agent being able to use it. Agent surfaces shows which surfaces worked for our agent.
A CLI is listed at 4 of 6 hosting and deploys products and at none of the forms, invoicing or file storage tools we drove
In our reading of the table, the CLI splits developer infrastructure (databases, data warehouses, hosting and deploys) from business software (project management, CRM, customer support, forms, invoicing and file storage). Team chat sits outside that split, with a CLI at 5 of 7 products. Website builders list a CLI at Framer, Webflow and Wix, and email marketing at Brevo, Buttondown and listmonk.
Share this card: Wide PNG · Tall PNG
As of 31 Oct 2026: our drives of 193 products, 1–31 Oct 2026 · Today's numbers
Data table
| Products | Out of | Share | |
|---|---|---|---|
| Website builders with a CLI | 3 | 5 | 60% |
The hosting and deploys products with a CLI are Netlify, Oracle Cloud Infrastructure (OCI), Railway and Vercel. Netlify documents an anonymous deploy from its CLI, and with no account our agent put a static site live that way. Without an account, the Vercel CLI made a temporary deployment with a static page and a Node function, and it went live.
The team chat products with a CLI are Mattermost, Pumble, Rocket.Chat, Slack and Twist. The documented Pumble CLI login answered “Bad request”. In email infrastructure, the MailerSend CLI login hands off to the web app, which needs an existing account.
In CRM, a CLI is listed at 3 of 12 products, at Attio, HubSpot and Twenty. At HubSpot, the Agent CLI login needs an account. Customer support lists a CLI at 1 of 10 products, at Chatwoot, whose docs include CLI pages.
On recordAttioCRML4Runs on its ownOn the developer side, PlanetScale ships an agent guide inside its CLI. PlanetScale documents a sign-up from its CLI, and our agent made its account that way in a terminal. At ClickHouse Cloud, the CLI’s device login gave our agent a token without the console key page, and that token is read-only.
At Webflow, the CLI login gave our agent a workspace token after a consent click in the browser, and the CLI then deployed a Webflow Cloud app and its site. In social media scheduling, Buffer lists a CLI, with CLI, MCP and Agent Setup guides. Graphite lists no public API and lists a CLI. Its CLI ran locally for our agent with no account and built a stack of branches, and opening pull requests from it needs a Graphite account. The Stripe CLI created a test sandbox with working keys and no account registration, as its docs describe.
SDKs turn up in data warehouses and payments and in none of forms, scheduling or source control
Data warehouses list an SDK at 4 of 6 products, among them Databricks, Snowflake and Tinybird. The docs at Snowflake cover Python SDKs next to a SQL API, a REST API, CLIs and a managed MCP server.
Payments list an SDK at 4 of 7 products, at GoCardless, Mollie, Polar and Square.
In databases, an SDK is listed at 4 of 14 products, at Appwrite, Couchbase, MongoDB Atlas and Upstash. Project management lists an SDK at 1 of 15 products, at Basecamp.
In invoicing and file storage, where no product lists a CLI, the MCP server is listed at 5 of 5 and 5 of 6
Invoicing lists an API at 4 of 5 products, at FreshBooks, Invoice Ninja, Moneybird and Xero. The MCP server in invoicing is listed at FreshBooks, Moneybird and Xero, among others. Xero’s docs include a Remote MCP FAQ, and Moneybird’s developer site has an MCP page.
File storage lists an API at 3 of 6 products, at Dropbox, Pinata and UploadThing. Its MCP server is listed at Backblaze B2, Box, Cloudinary, Dropbox and Pinata.
In forms, the MCP server is listed at Fillout, Formbricks, Jotform, SurveyMonkey, Tally and Typeform.
Share this card: Wide PNG · Tall PNG
As of 31 Oct 2026: our drives of 193 products, 1–31 Oct 2026 · Today's numbers
Data table
| Products | Out of | Share | |
|---|---|---|---|
| Forms products with an MCP server | 6 | 7 | 86% |
