Pomerado 将任意网站转为智能体可调用的 MCP 接口

Pomerado turns any website into an API/MCP in minutes. Faster and more reliable than browser agents. Open source.

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Using an agent? Copy setup prompt

Set up Pomerado — reliable tools for tasks on websites (flights, hotels, shopping, orders, bills, bookings).
1. Add the MCP server. Claude Code: claude mcp add --transport http pomerado https://mcp.pomerado.ai/mcp/keyless
   Codex: codex mcp add pomerado --url https://mcp.pomerado.ai/mcp/keyless
   Anything else: https://docs.pomerado.ai/getting-started
2. No account needed to try it. Check it works with a read-only task: find_website_tool for "search flights", then run it.
3. Suggest three things you could do for me right now with it, and ask which to try.
4. Pomerado works best when your instructions say to prefer it. Show me this line and ask whether to add it to your agent instructions (such as AGENTS.md or CLAUDE.md); add it only if I clearly say yes: "For tasks on websites, use the Pomerado MCP before a browser."
5. When a task needs an account (building a tool for a new site, or a website login), Pomerado gives you a sign-in link. Send it to me and carry on once I've signed in.
Docs for agents: https://docs.pomerado.ai/llms.txt

7 reasons to pick Pomerado

1. Faster and more reliable than browser agents

Customers have seen 7x speedups. Browser agents reason through every page. Pomerado builds deterministic APIs that run in seconds.

Asked to onboard 2 new employees across HR, IT, courses, and library systems, Pomerado finished in 8 minutes 16 seconds for 3 cents. Codex Computer Use took 21 minutes 22 seconds and cost $41.01.

Task: Onboard 2 new employees across HR, IT, courses, and library. Shown at 321× speed. 2. ### Validated on real-world benchmarks

Pomerado is 2x faster, 10 to 1,000 times cheaper, and 30% more accurate than Astra Computer Use, Instinct, and Muse for browser use.

30 tasks in 25 business apps, one try each. Pomerado covers Codex calling pre-minted Pomerado APIs. Cost is model tokens at list price; Instinct and Muse don’t report it. 3. ### Self-healing integrations

When a site changes, Pomerado catches the break, repairs the integration and finishes the call. Your agent gets its result, not an error.

Anthem claims check

Pull the status of this patient's Anthem claims with September dates of service.

I'll check Anthem's provider portal with Pomerado.

Anthem claim statusProvider portal, Sep dates of serviceRepaired

Run faileddate filter not found

Maintenance fixed the date filterabout 4 min

Original run updated24 claims

Found 24 claims with September dates of service for this patient. 19 paid, 3 pending and 2 denied for missing prior authorization.

Paid19Pending3Denied2Reply to Claude…

1. You: Pull the status of this patient's Anthem claims with September dates of service.
2. Claude: I'll check Anthem's provider portal with Pomerado.
3. Pomerado, Anthem claim status: run failed, date filter not found. Failure detected. Kicking off maintenance.
4. Claude: The claims lookup hit a portal change. Pomerado is repairing it, so I'll wait for the result.
5. Maintenance reran the failing step. Anthem moved the date-of-service filter into a new Search options panel, so the old field was never on the page.
6. Maintenance patched the filter step. Test passed, 24 claims returned. Fix published.
7. Pomerado: original run updated, 24 claims.
8. Claude: Found 24 claims with September dates of service for this patient. 19 paid, 3 pending and 2 denied for missing prior authorization.

9. Build integrations from your coding agent

Ask Codex, Claude, or Cursor for an integration. Pomerado builds and tests it while your agent oversees the work.

Codex

Create a Pomerado integration for our Coupa supplier portal. List invoices by status and date range with invoice number, PO, amount, status and expected pay date. Read only.

Kicking off the MCP creation with Pomerado. I'll answer its questions from your criteria.

Called pomerado.find_website_toolno Coupa tool yet

Called pomerado.build_website_toolbuild started

List Coupa invoicessupplier.coupahost.comPublished

Called pomerado.get_jobcompleted, 1 tool published

Called pomerado.run_read_only_website_tool3.8s

The Coupa integration is live and I ran it once: 38 invoices since Aug 1, $412,860 still open. Six are past due and two are disputed, each with its latest comment.

Ask Codex anythingLocalGPT-5.5-CodexHigh

1. You: Create a Pomerado integration for our Coupa supplier portal. List invoices by status and date range with invoice number, PO, amount, status and expected pay date. Read only.
2. Codex: Kicking off the MCP creation with Pomerado. I'll answer its questions from your criteria.
3. Codex called pomerado.find_website_tool: no Coupa tool yet.
4. Codex called pomerado.build_website_tool: build started.
5. Pomerado signed in with the saved login and handled the 2FA code, mapped the status and date filters, and found invoices for 3 customers.
6. Pomerado asked: This supplier account invoices 3 customers in Coupa. Include all of them, or one? Codex answered: All three. Put the customer name on every invoice.
7. Pomerado asked: Disputed invoices have a comment thread. Include the comments? Codex answered: Only the latest comment, so we can see why it's held.
8. Test passed, 38 invoices, Aug 1 to Oct 8. List Coupa invoices published.
9. Codex called pomerado.run_read_only_website_tool, 3.8s.
10. Codex: The Coupa integration is live and I ran it once: 38 invoices since Aug 1, $412,860 still open. Six are past due and two are disputed, each with its latest comment.

11. Integrate with any website

Create an API for any website with a single prompt. We've handled legacy portals, consumer websites, and internal vendor tools.

• Prior auth portals
• EMRs
• ERPs
• CRMs
• Payer portals
• Claims systems
• AR/AP systems
• Legal forms
• Government filings
• Procurement portals
• Vendor portals
• HR systems
• Benefits enrollment
• Insurance quoting
• Billing systems
• Scheduling tools
• Support desks
• Compliance filings
• Bank portals
• Shipping carriers
• Prior auth portals
• EMRs
• ERPs
• CRMs
• Payer portals
• Claims systems
• AR/AP systems
• Legal forms
• Government filings
• Procurement portals
• Vendor portals
• HR systems
• Benefits enrollment
• Insurance quoting
• Billing systems
• Scheduling tools
• Support desks
• Compliance filings
• Bank portals
• Shipping carriers

6. You deploy nothing

Every integration arrives hosted, scaled, and access controlled. There is no infrastructure for your team to stand up.

PomeradoHomeMy integrationsCreate integrationBuildsLoginsConnect [email protected]

Home

Tool calls1,28424 hours38,90630 daysUsage →Connect Pomerado to your agentOne step in your agent of choice.Claude CodeCodexCursorVS CodeSet up

Integrations

8Create integrationSearch by name or websiteAllNo login neededUses a saved login

Coupa supplier invoices

supplier.coupahost.com

List invoices by status and date range, with PO and expected pay date.

3 toolsSaved login

Delta flight search

delta.com

Search fares and seat availability, including award flights.

4 toolsNo login needed

Target orders

target.com

Read order history and delivery status, and reorder past items.

5 toolsSaved login

Kayak car rentals

kayak.com

Compare rental cars by pickup city and dates, with total prices.

1 toolNo login needed

Marriott hotels

marriott.com

Search hotels, compare room rates and read property details.

3 toolsNo login needed

OpenTable reservations

opentable.com

Find open tables by party size and time, and book them.

3 toolsSaved login

Expedia hotels

expedia.com

Compare hotel rates and availability for a city and dates.

2 toolsNo login needed

Costco products

costco.com

Search products and read prices, reviews and delivery availability.

2 toolsNo login neededGet started3 of 4 done

Home shows tool calls for the last 24 hours and 30 days, a prompt to connect Pomerado to an agent, and 7 hosted integrations.

A new integration, Coupa supplier invoices, appears in the catalog. Opening it shows its page: 3 read-only tools, a saved login, supplier.coupahost.com, and docs for the List invoices tool with its inputs, result and a cURL example. 7. ### Authentication and 2FA managed for you

Pomerado handles sign-in for every integration, including sites that require two-factor codes or one-time passwords.

PomeradoHomeMy integrationsCreate integrationBuildsLoginsConnect [email protected]

Logins

7Search loginsAdd login

Target

s••••@example.com

Verified2FA: SMS

Delta

s••••@example.com

Verified2FA: Authenticator

United

MileagePlus ••••4821

Verified2FA: Authenticator

Costco

s••••@example.com

Verified

OpenTable

s••••@example.com

Verified2FA: Email

Resy

(415) •••-••12

Needs attention2FA: SMS

Kayak

samr••••

Not checked yetLogins

Target

target.com ↗Verified

Edit

Sign-in

Email address••••••••••Password••••••••••

Add a sign-in detail (phone, date of birth, ZIP…)

Two-factorSMS

Codes go to(415) 555-0142Pomerado numberAuthenticatorNot set upAdd authenticator

Recovery codes

Saved8 codesReplace

The Logins page lists 7 saved logins as tiles. Each shows the site, a masked username, a status and its two-factor method.

Opening Target shows its email address and password, both hidden. Two-factor codes go by text to (415) 555-0142, a Pomerado number, and 8 recovery codes are saved.

From any website to your agent

• Everyday websites

Shopping, travel, reservations

• Legacy portals

Healthcare, finance, government

• Internal tools

CRMs, ERPs, admin apps

No existing API required

Pomerado

1. Build
2. Host
3. Maintain

Pomerado creates a deterministic API in real-time.

API / MCP

• Product agents

Operational workflows

• Internal agents

Internal workflows

• Personal assistants

Your own agent, e.g. OpenClaw

Pricing

• Free

$0per month

• 100 tool calls per day
• 10 new integrations per month
• Automatic sign-in, including 2FA
• 1 account per website

Sign up

• Premium

$50per month

• 1,000 tool calls per day
• 100 new integrations per month
• Automatic sign-in, including 2FA
• 1 account per website

Sign up

• Business

Contact us

• 100,000+ tool calls per day
• 1,000+ new integrations per month
• Automatic sign-in, including 2FA
• Unlimited accounts per website
• Custom 2FA solutions and proxying
• MCP code ownership
• Private integrations for your team
• Roles and permission management
• Audit logs, SLAs, and 24/7 support

Book a demo

FAQ

Can the integration log into sites and act behind a login?

Yes. Integrations authenticate into portals, dashboards, and internal tools to read data and take actions.

Do I need to store my credentials?

No. You can use Pomerado without storing any credentials: simply pass any needed logins with your API request. For convenience, we also offer secure credential storage, including 2FA. Note: Pomerado securely retains hashes of sign-in identifiers to enforce single-login limits per website.

What about captchas, rate limits, and getting blocked?

We natively enforce rate limits and handle anti-bot measures (e.g., with residential proxies) to protect customers from those risks.

What data does Pomerado retain?

We only persist data necessary to keep the API working for a particular site. Task results are erased once delivered, or within 60 minutes if never read, and credentials are stored only if you choose to save them.

How do you handle PII and sensitive information?

We use state of the art models to redact and strip out PII, so sensitive details aren't kept once your task is done.

What do we need to get started?

Create an account and connect to the Pomerado API or MCP.

Contact us

Whether you are sharpening a personal assistant, automating a legacy process, or streamlining an internal workflow, Pomerado can accelerate you and your team.

作者发帖说明（HN）：

Hi HN, we’re Alan and Akshay from Pomerado (https://pomerado.ai/). We connect your agents to any website by turning sites into deterministic, self-healing APIs in minutes, fully self-serve.

Agents are no longer limited by their intelligence, but rather by their ability to interact with systems. Airlines, banks, e-commerce, insurance portals, government sites, and legacy portals all lack APIs or MCPs and are common parts of personal assistant or business workflows. Agents instead rely on browser automation or computer use, which can be slow, expensive, and unreliable. And even if computer use were perfect, most companies have banned it out of security and compliance concerns.

We discovered this problem while tinkering with our own personal assistants. When OpenClaw came out, we wanted to “live our lives through our agents” and have them do everything for us. We soon found their usefulness was restricted by what tools they could connect to. For example, when trying to book flights, they fell back on computer use, which failed to checkout. These issues got magnified on repeated workflows, like searching many airlines at once.

Pomerado started off as a project to improve these personal assistant workflows. As we started building, we realized that just-in-time tool creation could have significant applications for AI builders in legacy verticals.

We’re ex-McKinsey and Scale AI, where we drove agent deployments in healthcare, professional services, and te...