# Upstash L4 · Runs on its own

Upstash sells serverless data tools such as Redis, vector search, message queues, workflows, sandboxes and file storage.

**Can an AI agent use Upstash? Yes, without signing up.** Our agent got into Upstash on its own in 2 minutes and did all 6 of its core tasks.

Category: Databases · Connects by: MCP, API, CLI, SDK · Agent payments: Stripe Projects · Driven: 31 Oct 2026

**How to connect**
- MCP server URL: `https://mcp.upstash.com/mcp` (streamable HTTP, tested in our drive). Source: https://mcp.upstash.com/mcp
- API base URL: `https://api.upstash.com/v2` (documented). Source: https://upstash.com/openapi.json
- CLI install: `npm install -g upstash` (documented). Source: https://upstash.com/
- Docs page: `https://upstash.com/docs/introduction` (tested in our drive). Source: https://upstash.com/docs/introduction

**Level 4: Runs on its own.** An agent does the core work and can stop paying on its own.
- Got in by: No key needed (2 minutes, no account)
- Got as far as: Pay: reaches the checkout (Stopped at the $0.20 per 100K commands charge)
- To reach L5: Pay without a person.

[What the levels mean](https://agentdrives.com/method/levels?via=md)

## From finding it to leaving

What an agent managed without a person, at each step.

1. **Find**: On its own. Docs it can act on: llms.txt, an OpenAPI and an MCP server. (600 doc pages read)
2. **Get in**: On its own. Got in without signing up. (2 minutes)
3. **Use**: On its own. Did: store, read, update and delete Redis data; run vector searches, queue messages, run multi-step workflows and sandboxes, and upload files. (6 of 6 core tasks)
4. **Pay**: Reaches the checkout. Stopped at the $0.20 per 100K commands charge. (1 way for agents to pay)
5. **Leave**: On its own. Nothing to cancel, deletes its account.

## Getting in

3 of 6 ways in worked without a person.

The way that worked: **No key needed**, 2 minutes. No inbox, browser or person needed.

- Agent on a server (API, MCP, CLI): Partly. Without an account (no key needed) it gets an API key, makes its first API call and does all of the core work. Payment: reaches the checkout, stopped at the $0.20 per 100K commands charge.
- Assistant in its own browser (Like ChatGPT agent): Not checked. Sign-up wasn't tried in this drive.
- Signed agent (Known to Cloudflare): Yes. The sign-up page opens.

| Way in | What happened |
|---|---|
| No key needed | Worked |
| Email and password | Worked |
| Sign-in for apps (OAuth, MCP) | Worked |
| Continue with GitHub | Not tried: Not part of this drive |
| Continue with Google | Not tried: Not part of this drive |
| Company single sign-on | Not tried: Needs a person's account |

## What an agent can do with Upstash

All 6 core tasks done, and 22 of 22 others.

- Reliability: core tasks that worked on all 3 runs: 75 of 100
- Handles mistakes: clear errors, retries without duplicates, honest limits: 86 of 100
- Surface tested: documented routes, tools and commands run and checked: 88 of 100
- Docs accuracy: documented operations that behaved as the docs say: 100 of 100
- Docs completeness: how fully the docs describe each operation: 63 of 100

Core tasks:

| Task | Result | Done through | Offered, not tried |
|---|---|---|---|
| Store a key-value pair in Redis | Done | API, MCP, CLI | – |
| Run a vector search | Done | API, MCP | – |
| Publish a reliable HTTP message/background job via QStash | Done | API, MCP | – |
| Build a durable multi-step workflow | Done | API, MCP | – |
| Create a cloud sandbox (Box) | Done | API, MCP | – |
| Upload a file to Blob storage | Done | MCP, CLI | API |

22 of 22 other tasks done:

- Create a Redis database: Done
- Add read regions to a Redis Global Database: Done
- Run a full-text/hybrid search over Redis data: Done
- Filter a vector query by metadata: Done
- Create embeddings with a built-in model: Done
- Schedule a recurring QStash message (cron): Done
- Retry or inspect a failed message from the Dead Letter Queue: Done
- Run shell commands inside a Box sandbox: Done
- Read and write files in a Box sandbox: Done
- Expose a Box sandbox process on a public URL: Done
- Snapshot and restore a Box sandbox: Done
- Delegate a task to the box's built-in coding agent: Done
- Schedule a recurring job inside a Box sandbox: Done
- Create a Blob storage bucket: Done
- Download or list files from a Blob bucket: Done
- Delete a file or prefix from a Blob bucket: Done
- Create a signed URL for a private Blob object: Done
- Set a Blob bucket's cache behavior: Done
- List databases and read their connection details: Done
- Read database usage stats and insights: Done
- Invite a member to a team: Done
- Read the account's audit log: Done
- Back up and restore a Redis database: Paid plan
- Set a monthly spend budget on a database: Paid plan. These need a paid plan.

Paid-plan tasks don't count toward the level. The drive used the free plan.

What it can't do, and why:

- Create a full account without a browser: Sign-up is a web form with an emailed code; no API sign-up was found.
- Create a Developer API key without a browser: The key creation only in the console.
- Pay for a plan on its own: No agent payment option; a card goes into a web form first.
- Delete the account without a browser: The account deletion only in the console.
- Back up a database or set a spend budget: These need a paid plan.

**Surface audit:** 320 documented operations, 278 run, 253 passed, 8 blocked (sandbox or plan limits), 34 left out to stay safe.

## How an agent connects

MCP, API, OpenAPI, CLI, SDK, agent payments and llms.txt, all found.

Agent surfaces: API tested · MCP tested · CLI tested · SDK tested · Docs tested · Agent payments documented. Issues found: 2.

- **MCP server**: 63 tested. Official server. https://mcp.upstash.com/mcp In the MCP registry as `io.github.upstash/upstash-mcp-server`. (75 tools across its docs) 74 tools listed without signing in on 31 Oct 2026: `redis_list_databases`, `redis_get_database`, `redis_get_stats`, `redis_get_insights`, `redis_get_traffic`, `redis_list_backups`, `redis_create_database`, `redis_create_backup`, `redis_rename_database`, `redis_set_eviction`, `redis_set_auto_upgrade`, `redis_change_plan`, `redis_set_prod_pack`, `redis_set_budget`, `redis_update_read_regions`, `redis_reset_credentials`, `redis_delete_database`, `redis_run_command`, `qstash_list_users`, `qstash_get_stats`, `qstash_list_schedules`, `qstash_flow_control_get`, `logs_list`, `dlq_list`, `qstash_publish_message`, `qstash_flow_control_manage`, `qstash_manage_schedule`, `workflow_manage_run`, `dlq_manage`, `qstash_set_plan`, `qstash_set_prod_pack`, `qstash_set_budget`, `qstash_reset_token`, `index_list`, `index_get`, `index_get_stats`, `index_info`, `index_list_namespaces`, `index_fetch`, `index_range`, `index_create`, `index_set_plan`, `index_reset_credentials`, `index_update`, `index_rename_namespace`, `index_delete`, `index_delete_documents`, `index_reset`, `index_delete_namespace`, `vector_query`, `search_query`, `vector_upsert`, `search_upsert`, `box_logs`, `box_metrics`, `box_account`, `box_browser`, `box_git`, `box_manage`, `box_exec`, `box_schedules`, `box_config`, `box_env`, `box_preview`, `box_runs`, `box_snapshots`, `box_apikey`, `blob_bucket`, `blob_upload_url`, `blob_download_url`, `blob_object`, `upstash_console`, `console_redis_keys`, `console_redis_value`.
- **API**: 135 tested. REST: Developer API 62 operations, QStash 43, Workflow 32, plus Redis/Vector/Search data-plane REST. (151 operations across its docs)
- **OpenAPI**: Yes. Developer API spec 3.0.4 (behind 3.2.1), QStash and Workflow specs 3.1.0.
- **CLI**: 56 tested. upstash 1.5.0 (npm 'upstash' / '@upstash/cli') (70 commands across its docs)
- **SDK**: All tested. @upstash/box 0.7.10, @upstash/blob 0.0.12, @upstash/workflow 1.5.0 used. (14 methods across its docs)
- **llms.txt**: Yes. https://upstash.com/llms.txt
- **Agent payments**: Yes. Stripe Projects. The checkout: Reached the card form and stopped: Pay as You Go (per 100K commands); Fixed 1GB $30/month, $0.20 a call; Checkout: a Stripe card form; An invisible bot check loaded at checkout; A phone field, optional; Wallets: Link, Google Pay. Stripe Directory lists it as @upstash, with Stripe Projects and a Stripe App. [Stripe Docs, 29 Oct 2026](https://docs.stripe.com/directory)
- **Docs**: No gaps in what we read. Covers getting started, auth, error codes and code examples. 12 of 13 documented ways to do the core work worked when tried. https://upstash.com/docs/introduction (600 of 1,519 pages read)

[The standards](https://agentdrives.com/standard)

## Tips for agent builders

- POST https://upstash.com/start-redis with an Idempotency-Key header for a scratch Redis without an account; POST again with the same key to re-fetch it.
- Workflow logs lag 10-60 s: poll logs_list before concluding a run is missing.
- A Box preview URL (box_preview create) gives you a public HTTPS endpoint to host a workflow or receive QStash deliveries.
- Bulk DLQ endpoints take dlqIds as query parameters; without them they act on every entry.

## How Upstash compares

In Databases: 1st of 9 Databases products our agent got into on its own.

- [Prisma Postgres](https://agentdrives.com/tools/prisma.md?via=md): L4, Gets in on its own
- **Upstash** (this page): L4, Gets in on its own
- [Airtable](https://agentdrives.com/tools/airtable.md?via=md): L4, Gets in on its own
- [Convex](https://agentdrives.com/tools/convex.md?via=md): L4, Gets in on its own
- [NocoDB](https://agentdrives.com/tools/nocodb.md?via=md): L4, Gets in on its own
- [Couchbase](https://agentdrives.com/tools/couchbase.md?via=md): L4, Gets in on its own
- [Firebase](https://agentdrives.com/tools/firebase-google.md?via=md): L3, Gets in on its own
- [Neon](https://agentdrives.com/tools/neon.md?via=md): L3, Gets in on its own

[All 15 in Databases](https://agentdrives.com/categories/databases?via=md)

Sorted by level, then work done, then time to the first call. [How we rank](https://agentdrives.com/method?via=md#order)

On our standard (27 criteria: against other databases products where we measured 5 or more, otherwise against every product we measured):

- [Limits known before they hit](https://agentdrives.com/standard#lim-02): **The best result** All 4 others (databases products) lower.
- [Pages fit one fetch](https://agentdrives.com/standard#docs-08): **Ahead of most** 10 of 11 others (databases products) lower, 1 the same.
- [Every way in works for an agent](https://agentdrives.com/standard#in-11): **Ahead of most** 9 of 12 others (databases products) lower, 3 the same.
- [Truthful annotations](https://agentdrives.com/standard#mcp-07): **Ahead of most** 4 of 6 others (databases products) lower, 2 the same.
- [Rate limits an agent can obey](https://agentdrives.com/standard#lim-01): **Ahead of most** 5 of 9 others (every product) lower, 4 the same.
- [A request id on every answer](https://agentdrives.com/standard#err-07): **Ahead of most** 4 of 7 others (databases products) lower, 1 the same, 2 higher.
- [The best way in is built for agents](https://agentdrives.com/standard#in-12): **Level with most** 9 of 12 others (databases products) the same, 3 lower.
- [Spend an agent can see and cap](https://agentdrives.com/standard#pay-05): **In the middle** 6 of 12 others (databases products) lower, 3 the same, 3 higher.
- [Versions an agent can pin](https://agentdrives.com/standard#api-07): **Level with most** 8 of 10 others (databases products) the same, 2 lower.
- [Descriptions that say when to use the tool](https://agentdrives.com/standard#mcp-04): **In the middle** 2 of 6 others (databases products) lower, 3 the same, 1 higher.
- [Structured results](https://agentdrives.com/standard#mcp-08): **In the middle** 15 of 36 others (every product) lower, 10 the same, 11 higher.
- [Fast to the first call](https://agentdrives.com/standard#in-03): **The same as all** 9 others (databases products).
- [Tool names that sort themselves](https://agentdrives.com/standard#mcp-03): **The same as all** 6 others (databases products).
- [Real status codes](https://agentdrives.com/standard#err-01): **The same as all** 11 others (databases products).
- [Errors say what to do next](https://agentdrives.com/standard#err-03): **Level with most** 9 of 11 others (databases products) the same, 1 lower, 1 higher.
- [WebMCP tools on the web app](https://agentdrives.com/standard#proto-02): **The same as all** 7 others (databases products).
- [Export before leaving](https://agentdrives.com/standard#leave-03): **In the middle** 4 of 11 others (databases products) lower, 2 the same, 5 higher.
- [Typed, tight input schemas](https://agentdrives.com/standard#mcp-06): **Level with most** 5 of 6 others (databases products) the same, 1 higher.
- [A tool list that fits](https://agentdrives.com/standard#mcp-11): **In the middle** 1 of 6 others (databases products) lower, 3 the same, 2 higher.
- [Docs an agent can navigate](https://agentdrives.com/standard#docs-11): **Level with most** 9 of 11 others (databases products) the same, 2 higher.
- [A path written for agents](https://agentdrives.com/standard#docs-10): **Level with most** 6 of 11 others (databases products) the same, 1 lower, 4 higher.
- [Errors a program can read](https://agentdrives.com/standard#err-02): **Level with most** 6 of 11 others (databases products) the same, 1 lower, 4 higher.
- [One way to page through lists](https://agentdrives.com/standard#api-03): **Level with most** 7 of 10 others (databases products) the same, 3 higher.
- [Agents pick the right tool](https://agentdrives.com/standard#mcp-05): **Level with most** 4 of 6 others (databases products) the same, 2 higher.
- [All validation problems at once](https://agentdrives.com/standard#err-04): **Level with most** 23 of 35 others (every product) the same, 12 higher.
- [Sign-in for agents acting for a person](https://agentdrives.com/standard#in-08): **Behind most** 8 of 11 others (databases products) higher, 3 the same.
- [Results sized for a context window](https://agentdrives.com/standard#mcp-09): **Behind most** 28 of 31 others (every product) higher, 3 the same.

[How each criterion is graded](https://agentdrives.com/standard)

## For the team behind Upstash

**6 things to fix for agents.**

Agent blockers: 2 found · Agent surfaces: no issues found. Safety review: 2 issues found.

Our agent got through Pay only in part. Prove Upstash is yours, then see where each issue is, read your safety findings and ask for a free drive after a fix. How to fix each one comes with the Audit.

- Find: Clear
- Get in: Clear
- Use: Clear
- Pay: Partly
- Leave: Clear

[Claim Upstash, free](https://agentdrives.com/app/products?add=upstash.com&ref=listing) · [What a drive covers](https://agentdrives.com/method?via=md)

## Where Upstash fits

- Category: [Data and storage](https://agentdrives.com/categories/data?via=md), [Databases](https://agentdrives.com/categories/databases?via=md)
- Tasks: [Invite a member](https://agentdrives.com/tasks/invite-a-member), [Create a database](https://agentdrives.com/tasks/create-a-database), [Read usage and quotas](https://agentdrives.com/tasks/read-usage-and-quotas), [Query records with filters](https://agentdrives.com/tasks/query-records-with-filters), [Upload a file](https://agentdrives.com/tasks/upload-a-file), [List databases and read their schema](https://agentdrives.com/tasks/list-databases-and-read-their-schema)
- Standards: [MCP](https://agentdrives.com/standards/mcp) (tools an agent can call), [OpenAPI](https://agentdrives.com/standards/openapi) (its API, described), [llms.txt](https://agentdrives.com/standards/llms-txt) (its docs, listed for agents)
- Steps: [Find](https://agentdrives.com/access/find), [Get in](https://agentdrives.com/access/get-in), [Use](https://agentdrives.com/access/use), [Pay](https://agentdrives.com/access/pay), [Leave](https://agentdrives.com/access/leave)
- Rivals: [Airtable](https://agentdrives.com/tools/airtable?via=md) (L4), [Convex](https://agentdrives.com/tools/convex?via=md) (L4), [Couchbase](https://agentdrives.com/tools/couchbase?via=md) (L4)

## Cited in 4 articles

- [CLI for AI agents: 11 of 14 databases have one](https://agentdrives.com/research/which-kinds-of-software-give-ai-agents-a-cli-or-mcp-server?via=md)
- [Can AI agents pay for software? 28 products offer a way](https://agentdrives.com/research/can-ai-agents-pay-for-software?via=md)
- [Best databases for AI agents: 13 driven, ranked](https://agentdrives.com/research/best-databases-for-ai-agents?via=md)
- [Can AI agents sign up for software? We drove 185](https://agentdrives.com/research/can-ai-agents-sign-up?via=md)

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