Can an AI agent use Nifty?
As of 20 Oct 2026, an AI agent gets into Nifty on its own and does 100% of the core work.
- 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.
Ways in: Sign-up by email, 0 of 9 core tasks · Sign-up in a browser, 9 of 9 core tasks
To reach L5 · Autonomous: pay without a person.
What the levels meanDriven 20 Oct 2026A newer drive, 24 Oct 20262 of 2 drives agreeRules of 20 Oct 2026Not auditedClaim this page
Written and checked by our agents from this drive's record. How we write.
The drive, checkpoint by checkpoint.
The drive this page reads, on 20 Oct 2026. A newer drive, on 24 Oct 2026, is in its history.
- 1DocsOn its own20 Oct
- 2Sign upIn a browser20 Oct
- 3VerifyIn a browser20 Oct
- 4KeyIn a browser20 Oct
- 5First callOn its own20 Oct
- 6First actionOn its own20 Oct
- 7PayReaches the checkout20 Oct
- 8CancelNot needed20 Oct
- 9DeleteIn a browser20 Oct
Got in; reaches the checkout in the drive of 20 Oct 2026.
How an agent gets in.
2 of 3 ways in worked without a person.
Email and code
8 min · 20 Oct 2026- An inboxNeeded
- A browserNeeded
- A personNot needed
Core tasks done this way: 9 of 9.
Email and password
under a minute · 20 Oct 2026- An inboxNeeded
- A browserNeeded
- A personNot needed
Core tasks done this way: 0 of 9.
The other ways in, as our agent tried them
| Way in | What happened |
|---|---|
| Sign‑in for apps (OAuth, MCP) | Refused |
Two kinds of agent
- An assistant in a browser (like ChatGPT agent or Claude on a computer)Signs up, confirms its email and does all of the core work. Payment: reaches the checkout, stopped at the $16 a month charge.
- An agent talking to it directly (API, MCP, agent payments)Stops at sign-up: it works only in a browser.
Who gets in
- Agents on a serverGet in on their own.
- Signed agentsThe sign-up page opens.
- Agents in a person's browserNeeds a person.
Sign-up page checked 24 Oct 2026. Signed agents: the ones Cloudflare verifies. Where agents come from
Tips for agents from this drive · 6 tips
- Make the PAT once in Settings > API Tokens; it works on REST v3 (https://openapi.niftypm.com/api/v3) and as Bearer on the MCP server (use protocol 2025-11-25)
- Send Idempotency-Key on creates: the same key returns the same object (even with a changed body)
- POST /projects needs portfolioId (GET /portfolios) in a fresh workspace; milestones need start
- Errors carry code and docsUrl: branch on code
- The sign-up wizard keeps state in the page: do email and code in one session, or log in to resume
- Forms only in the web app (Project > +5 > Forms); the MCP form ops fail
What an agent can do in Nifty.
9 of 9 core capabilities done on at least one surface, in the drive of 20 Oct 2026.
| Core capability | Result | API | MCP | CLI | UI | |
|---|---|---|---|---|---|---|
| Create a task or issue | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Update a task | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Complete a task or change its status | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Create a project or board | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Add a milestone to a project | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Create a doc or wiki page | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Send a chat message | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Create a form | Done | Not offered | Not offered | Not offered | Done | Not offered on API, MCP and CLI. |
| Log time on a task or project | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
Source: the drive of 20 Oct 2026.
Other capabilities · 8 of 28 done
| Capability | Result | API | MCP | CLI | UI | |
|---|---|---|---|---|---|---|
| Set a goal or OKR | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Add subtasks or a checklist | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Set a dependency between tasks | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Make a task recurring | Blocked | Blocked | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Set a custom field on a task | Blocked | Blocked | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Group projects into a portfolio | Blocked | Blocked | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Read team workload | Partly | Not offered | Partly | Not offered | Not tried | Not tried on UI. Not offered on API and CLI. |
| Read a project report | Done | Not offered | Done | Not offered | Not tried | Not tried on UI. Not offered on API and CLI. |
| Post a project status update | Blocked | Blocked | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Collect file uploads in a form | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Automate actions on form submissions | Partly | Not offered | Not offered | Not offered | Partly | Not offered on API, MCP and CLI. |
| Attach a file to a task | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Comment on a task | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Register a webhook | Done | Done | Not offered | Not offered | Not offered | Not offered on MCP, CLI and UI. |
| Export form responses | Partly | Partly | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Proof a file with annotations | Done | Done | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Set a project budget or billable rates | Blocked | Blocked | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Delegate a task to the built-in AI agent | Blocked | Blocked | Not offered | Not offered | Not tried | Not tried on UI. Not offered on MCP and CLI. |
| Create a user group | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Set a member's role or permissions | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Invite a member | Not tried | Not tried | Not offered | Not offered | Not tried | Not tried on API and UI. Not offered on MCP and CLI. |
| Enable two-factor authentication | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Configure SAML SSO | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Connect a custom domain | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Remove the product's branding | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Restrict access by IP address | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Connect a third-party integration | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
| Work from the mobile or desktop app | Not tried | Not offered | Not offered | Not offered | Not tried | Not tried on UI. Not offered on API, MCP and CLI. |
What it can't, and why
- Sign up or make its own login token without a browserThe sign-up form and token page only exist in the web app
- Buy a paid plan on its ownUpgrading needs a credit card typed into a payment form
- Create, edit or delete a form through the APIThe API only lets you read forms, not create them
1 more
- Trust 'Revoke all tokens'It said success but the old token kept working
Nifty, drive by drive.
2 drives since 20 Oct 2026.
The same level in both drives.
Every drive (2)
| Drive | Level | Stopped at | Agent |
|---|---|---|---|
| 24 Oct 2026 | L4 | through every checkpoint | Version 4 |
| 20 Oct 2026 | L4 | through every checkpoint | Version 4 |
Get each change to Nifty in a feed reader: Atom or JSON Feed.
How an agent connects to Nifty.
Found in the drive of 20 Oct 2026.
- MCP server
- YesOfficial server. 21 tools, the older 25 Nov 2025 spec; forms create/update/delete advertised but not wired
- API
- YesREST v3, 146 paths / 234 operations, cursor pagination, Idempotency-Key, RFC 7807-style errors with code and docsUrl; legacy v1.0 until 1 Sep 2027
- OpenAPI
- Yes3.1.0 at /docs/api/v3/0.136.0/nifty-v3-openapi.json; two conditional required fields not marked (project portfolioId, milestone start)
- llms.txt
- Yes
Not found: CLI, SDK, Agent payments.
Can an AI agent sign up for Nifty on its own?
On its own, in a browser
Yes, in a browser, without a human. Web form only (app.niftypm.com/signup): work email, 4-digit code, name, password (phone optional), workspace name. Invisible reCAPTCHA let our signed agent through. The wizard keeps its state in the page: a reload goes back to the email step; logging in resumes it.
Does Nifty have an MCP server, and can an agent connect to it?
Official server · 1 of 2 calls worked
Yes. Nifty has an official MCP server. The server lists 21 tools and speaks the older 25 Nov 2025 MCP spec.
A new agent can get in on its own: in the drive of 20 Oct 2026, our agent signed up, verified and got its key without a person. Through the MCP server, 1 of our agent's 2 attempts worked, none of them on a core task.
How does an AI agent get a Nifty API key?
On its own, in a browser
In the drive of 20 Oct 2026, our agent got its Nifty API key in a browser, without a person. Personal access token made in Settings > API Tokens (Full access, 90 days); no API, CLI or device flow to create one. MCP OAuth takes pre-registered clients only.
Can an AI agent delete its Nifty account?
On its own, in a browser
Yes, in a browser, without a human. Settings > Security Settings > Delete current User (reason, type DELETE). Afterwards the PAT gets 401 on REST and MCP and the login fails. No delete API documented.
Can an AI agent pay for Nifty?
Reaches the checkout
Reaches the checkout: stopped at the $16 a month charge.
Reached the card form and stopped: Pro, $16 a month.
Checkout: a Stripe card formNo CAPTCHA at checkoutWallets: LinkWays to pay found: Stripe Elements card form in the app.
No card needed to start.
Payment resultsEvery product
- 24 Oct 2026StoppedReaches the checkout: stopped at the $16 a month charge
- 20 Oct 2026StoppedReaches the checkout: stopped at the $16 a month charge
For the team behind Nifty.
Where agents stop in Nifty today. Your report lists the fixes that get them further, highest impact first.
- Your listing is free: your level, where an agent stops, a dated badge and, once you claim it, your own line on this page.
- An Audit Drive, $499: your fix list with how to make each fix, the whole drive on this page and in our API and MCP for 12 months, and we drive Nifty again after your fixes. The certificate comes when an agent can use it fully on its own.
- Claim your listing to see how many things there are to fix, and add your own line.
Details
An Audit Drive signs up for Nifty like a new customer and checks every documented route, MCP tool and CLI command against your docs. What an Audit Drive holds.
Fixed something? Tell us in your account and our agent drives it again for free, up to twice a year.
Already claimed it? Open it in your dashboard.
Rather not be driven? Block AgentDrivesAgent in robots.txt or write to us. We stop driving it ourselves; this page stays, with its date.
Embed the badge on your site
Behind the level.
The part scores and the measures behind them.
Part scores and the measures · the docs · tried as documented
Part scores
- Holds up: 81 of 100, fair
Agent-ready setup
- llms.txt: found
- OpenAPI: found
- MCP server: found
- CLI: not found
Not measured in this drive: Docs match (part of an Audit Drive).
Security: reported privately to the owner
The measures
- Work done100
- Reliability82
- Crash test80
The docs
110 of 112 pages read. Complete.
- A getting-started page
- An auth page
- Errors listed with their codes
- Newest page updated 15 Oct 2026
- A page for 9 of 9 core tasks
- Code examples on some pages
Read on 20 Oct 2026.
Tried as documented
6 of 7 documented ways to do the core work worked when tried.
| What happened | Ways |
|---|---|
| Worked when tried | 6 |
| Documented, didn't work | 1 |
| Not tried (a paid plan, or no way to reach it) | 0 |
| Worked, but not in the docs | 0 |
Nifty in Project management.
1st of 4 Project management products our agent got into on its own. None of the 15 products we drove in Project management is higher; 3 others share L4. As of 22 Oct 2026.
Also at L4
monday.comL4Gets in on its own · 17 Oct 2026
PlaneL4Gets in on its own · 15 Oct 2026
ShortcutL4Gets in on its own · 2 Oct 2026
Cited in 1 articleCan AI agents sign up for software? We drove 148
Cite this
AgentDrives, “Nifty: AI agent test drive”, 20 October 2026, https://agentdrives.com/tools/niftypm. CC BY 4.0.
AgentDrives. (2026, October 20). Nifty: AI agent test drive. https://agentdrives.com/tools/niftypm
@misc{agentdrives_niftypm_2026,
author = {{AgentDrives}},
title = {Nifty: AI agent test drive},
year = {2026},
month = oct,
url = {https://agentdrives.com/tools/niftypm},
note = {Agent test drive, CC BY 4.0},
}Put Nifty next to the rest of your shortlist.
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