Software an AI agent can try without a card.
Products whose trial or free plan starts without a card, so an agent can start on its own.
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Browse by category
- Project management15
- Databases11
- Customer support10
- CRM8
- Email marketing8
- Email infrastructure6
- File storage6
- Forms6
- Scheduling6
- Search APIs6
- Invoicing5
- Social media scheduling5
- Docs and workspace5
- Payments5
- Website builders5
- Hosting and deploys5
- Browser infrastructure4
- Product analytics4
- Task management4
- Web analytics4
- Web scraping4
- E-signature4
- E-commerce4
- Automation4
- Team chat3
- Design3
- Data warehouses1
All 53 products here were driven by our agent. By default sorted by level, then work done, then time to the first call. How we rank
Learn docs an agent can readAccess gets in without a personUse the core work, done and checkedPay pays on its own for the workLeave stops paying, removes what it made
yesin partnonot reached
AttioCRML4Runs on its ownDriven 2 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 100% of the work.
- Pay: Reaches the checkout: Stopped at the card form.
- Leave: Leaves on its own: Cancels on its own, deletes its account.
NiftyProject managementL4Runs on its ownDriven 20 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up by email, sign-up in a browser.
- Use: 100% of the work.
- Pay: Reaches the checkout: Stopped at the $16 a month charge.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
AgentMailEmail infrastructureL4Runs on its ownDriven 14 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Key by API.
- Use: 100% of the work.
- Pay: Reaches the checkout: An agent payment for part of its API, none made yet.
- Leave: Nothing to cancel; its account stays.
FirecrawlWeb scrapingL4Runs on its ownDriven 18 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: No key needed, MCP sign-in, sign-up in a browser.
- Use: 100% of the work.
- Pay: Reaches the checkout: Stopped at the $19 a month charge.
- Leave: Nothing to cancel; its account stays.
CraftDocs and workspaceL4Runs on its ownDriven 17 Oct 2026- Learn: Docs with gaps: llms.txt, an OpenAPI and an MCP server; no docs on signing in.
- Access: Sign-up in a browser.
- Use: 100% of the work.
- Pay: Reaches the checkout: Stopped at the €9.99 a month charge.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
FormbricksFormsL4Runs on its ownDriven 2 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 100% of the work.
- Pay: Reaches the checkout: Stopped at the card form.
- Leave: Leaves on its own: Cancels on its own, deletes its account.
SignWellE-signatureL4Runs on its ownDriven 6 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 100% of the work.
- Pay: Card checkout.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
monday.comProject managementL4Runs on its ownDriven 17 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: MCP sign-in, sign-up in a browser.
- Use: 89% of the work.
- Pay: Reaches the checkout: Stopped at the €642.60 a year charge.
- Leave: Nothing to cancel; its account stays.
ShortcutProject managementL4Runs on its ownDriven 2 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 88% of the work.
- Pay: Card checkout.
- Leave: Nothing to cancel; its account stays.
TwentyCRML4Runs on its ownDriven 2 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 80% of the work.
- Pay: Payment not reached.
- Leave: Leaves on its own: Cancels on its own, deletes its account.
Plausible AnalyticsWeb analyticsL3Does the workDriven 11 Oct 2026- Learn: Docs with gaps.
- Access: Sign-up in a browser.
- Use: 62% of the work.
- Pay: Payment not reached.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
MattermostTeam chatL3Does the workDriven 6 Oct 2026- Learn: Docs with gaps: An OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 62% of the work.
- Pay: Needs a person to buy: A sales call.
- Leave: Nothing to cancel; its account stays.
RailwayHosting and deploysL3Does the workDriven 6 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Try first, claim later.
- Use: 60% of the work.
- Pay: Card checkout.
- Leave: Nothing to cancel; what it made stays.
TidyCalSchedulingL3Does the workDriven 12 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Signs up in a browser.
- Use: 60% of the work.
- Pay: Reaches the checkout: Stopped at the card form.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
ShopifyE-commerceL3Does the workDriven 17 Oct 2026- Learn: Docs it can act on: llms.txt and an MCP server.
- Access: No key needed, try first, claim later.
- Use: 56% of the work.
- Pay: Needs a person to buy: A CAPTCHA before the checkout.
- Leave: Nothing to cancel; what it made stays.
TavilySearch APIsL3Does the workDriven 16 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: No key needed: Can't sign up for one.
- Use: 50% of the work.
- Pay: Tried to pay: The payment failed on the seller's side.
- Leave: Leaves on its own: Nothing to cancel, made nothing to delete.
NeonDatabasesL3Does the workDriven 19 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Try first, claim later.
- Use: 50% of the work.
- Pay: Payment not reached.
- Leave: Leaves on its own: Nothing to cancel, deletes what it made.
IntercomCustomer supportL3Does the workDriven 20 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: MCP sign-in, sign-up in a browser.
- Use: 50% of the work.
- Pay: Reaches the checkout: Stopped at the $39 a month charge.
- Leave: Nothing to cancel; deletes its data, but the login stays.
Fly.ioHosting and deploysL2Gets inDriven 6 Oct 2026- Learn: Docs it can act on: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 30% of the work.
- Pay: Card checkout.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
- 34 products an agent can't get into on its ownOwn one? See what stops agents in yours.
ApifyWeb scrapingGets in 1 of 3 drives; a bot check can stop itL1Needs a personDriven 16 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Signs up sometimes: partly.
- Use: 89% of the work: yes.
- Pay: Pays on its own: yes: Paid $1 for prepaid credit (x402), 16 Oct.
- Leave: Nothing to cancel: yes: What it made goes after 14 days.
CopperCRMCan't sign up on its ownGoogle-only sign-up, API keys only in UIL1Needs a personDriven 2 Oct 2026- Learn: Docs with gaps: partly: llms.txt.
- Access: Can't sign up: no.
- Use: 56% of the work: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
ActiveCampaignEmail marketingCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Acuity SchedulingSchedulingCan't sign up on its own: a bot check stops itL1Needs a personDriven 17 Oct 2026- Learn: Docs it can act on: yes: llms.txt and an OpenAPI.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
BigCommerceE-commerceCan't sign up on its own: a bot check stops itL1Needs a personDriven 12 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
BufferSocial media schedulingCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
CalendlySchedulingCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
ClickUpProject managementCan't sign up on its own: a bot check stops itL1Needs a personDriven 16 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
CloseCRMCan't sign up on its own: a bot check stops itL1Needs a personDriven 11 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
folkCRMCan't verify its account on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't verify its account: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Nothing to cancel; its account stays: yes.
FreshBooksInvoicingCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs with gaps: partly: An MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
FreshdeskCustomer supportCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
FrontCustomer supportCan't sign up on its ownPhone number required on trial sign-up formL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
GorgiasCustomer supportCan't sign up on its own: a bot check stops itL1Needs a personDriven 11 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Help ScoutCustomer supportCan't sign up on its ownPhone SMS verification at sign-upL1Needs a personDriven 15 Oct 2026- Learn: Docs it can act on: yes: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Invoice NinjaInvoicingCan't sign up on its own: a bot check stops itL1Needs a personDriven 17 Oct 2026- Learn: No docs it can act on: no.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Lemon SqueezyPaymentsCan't sign up on its own: a bot check stops itL1Needs a personDriven 12 Oct 2026- Learn: Docs with gaps: partly: An MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
MoneybirdInvoicingCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
n8nAutomationCan't sign up on its own: a bot check stops itL1Needs a personDriven 17 Oct 2026- Learn: Docs it can act on: yes: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
PirschWeb analyticsCan't sign up on its own: a bot check stops itL1Needs a personDriven 12 Oct 2026- Learn: Docs with gaps: partly: An MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
PlainCustomer supportCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
PostmarkEmail infrastructureCan't sign up on its own: a bot check stops itL1Needs a personDriven 17 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
PublerSocial media schedulingCan't sign up on its own: a bot check stops itL1Needs a personDriven 12 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
ScrapingBeeWeb scrapingCan't sign up on its own: a bot check stops itL1Needs a personDriven 12 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
SendGridEmail infrastructureCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt and an OpenAPI.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
SmartsheetProject managementCan't sign up on its own: a bot check stops itL1Needs a personDriven 20 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
SquarespaceWebsite buildersCan't sign up on its own: a bot check stops itL1Needs a personDriven 11 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Teamwork.comProject managementCan't sign up on its ownPhone number required on sign-up formL1Needs a personDriven 17 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server; no getting-started page.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
TinybirdData warehousesCan't sign up on its own: a bot check stops itL1Needs a personDriven 23 Oct 2026- Learn: Docs it can act on: yes: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
WixWebsite buildersCan't sign up on its own: a bot check stops itL1Needs a personDriven 12 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
WrikeProject managementCan't sign up on its own: a bot check stops itL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
XeroInvoicingCan't sign up on its ownPhone number required at sign-upL1Needs a personDriven 17 Oct 2026- Learn: Docs with gaps: partly: llms.txt and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
ZendeskCustomer supportCan't sign up on its ownPhone number required on trial sign-upL1Needs a personDriven 6 Oct 2026- Learn: Docs it can act on: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
CarrdWebsite buildersCan't verify its account on its own: a bot check stops itL0Read-onlyDriven 6 Oct 2026- Learn: Docs with gaps: partly.
- Access: Can't verify its account: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Nothing to cancel; its account stays: yes.
No product in the directory holds one yet. A product earns it in an Audit Drive. Every certificate we issued
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- → AttioL4
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