# Last Price Pricing MCP server

Source: https://glimind.com/server/mcp-registry%2Fai.last-price%2Fpricing
Registry id: `mcp-registry/ai.last-price/pricing`
Status: live (checked 2026-10-27T00:25:08.415Z)

## Measurements (30 days)

- Uptime: 100%
- Checks: 4299
- Outages (90 days): 0

## Install

```json
{
  "mcpServers": {
    "last-price-pricing-mcp-server": {
      "type": "http",
      "url": "https://api.last-price.ai/api/mcp/rpc"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http last-price-pricing-mcp-server https://api.last-price.ai/api/mcp/rpc
```

## Tools (300)

- `accept_counter`: Take the seller's standing counter: the negotiation closes as accepted at that price. This commits the buyer to the price, so call it only when you mean to buy 
- `activate_order`: Activate a draft order: pass order_id. It answers 404 when the order is missing or is no longer a draft. Needs a claimed Last Price credential. Needs a claimed 
- `add_commerce_observation`: Record one competitor price observation by hand, for the pipeline to match against your catalog: a competitor's observed price for a product. The cycle usually 
- `add_order_line`: Add a line item to an order: pass order_id, description and unit_price, and optionally quantity (default 1) and metadata. Needs a claimed Last Price credential.
- `add_storefront_dns_record`: Add a DNS record to a domain your workspace registered through Last Price, to use it for more than the storefront: MX for email, TXT for SPF, DKIM, DMARC or sit
- `add_storefront_domain`: Serve a storefront on a domain your company owns (white label), such as agents.yourcompany.com. Answers with two DNS records to add at your DNS provider: a TXT 
- `add_team_member`: Add a person who already has a Last Price account to your workspace with a role. Only an owner can grant owner. Needs an API key sent as x-api-key that holds th
- `allocate_variant_traffic`: How should traffic be split next between price variants? Send the trials and conversions of two to ten variants and get each one's share of the next traffic by 
- `apply_analyst_proposal`: Approve and apply a proposal the pricing analyst made (an analyst.* approval, listed in get_analyst_brief and list_approvals). Its stored call runs with your ow
- `approve_commerce_proposal`: Approve a drafted price proposal so it can be pushed to the store. proposal_id is the id from list_commerce_proposals. Deciding is for the workspace owner, a pe
- `approve_payout_run`: Approve a payout run that is awaiting approval, and pay it: one Stripe Connect transfer per connected account, each with an idempotency key so a retry never pay
- `ask_pricing_analyst`: Ask the pricing analyst one question about your workspace's pricing, in plain words, and get short claims that each cite the findings or estimates they rest on:
- `browse_catalog`: Browse the public marketplace catalog of pricing functions.
- `buy_day_pass`: Buy a day pass for your workspace: extra compute calls for 24 hours, paid with one x402 payment signed by your own wallet. Called without payment it spends noth
- `calculate_tax`: Preview the tax an invoice or order would get from the registrations saved on Settings, Tax (US nexus, EU VAT OSS, other VAT and GST), without saving anything: 
- `cancel_credit_bundle_subscription`: Stop a customer's credit bundle subscription from renewing. The customer keeps the credits of the period they are in, and invoices already written stay. Cancell
- `cancel_ucp_checkout`: Cancel a UCP checkout session: pass checkout_id. A completed session cannot be canceled, and canceling one that is already canceled changes nothing. Needs a Las
- `change_team_member_role`: Change a team member's role. The last owner cannot be demoted. Needs an API key sent as x-api-key that holds the team:admin scope, made by someone who is still 
- `check_agent_readiness`: Run the free agent-ready check on a store: pass url, the store address. It reports whether shopping agents can check out, whether bot blocking is in the way and
- `check_purchase`: Before you pay for something, ask whether your owner's spend policy lets you pay this price to this seller. Works for any purchase, whatever wallet or checkout 
- `check_variant_significance`: Is there a winner yet in a price test? Send the trials and conversions of two to ten variants and get, for each, its chance of being best, its expected loss and
- `close_spend_session`: Close a session when its run of calls is done, once: what you drew counts as spent, and returned says how much of the maximum went back to today's cap. Close as
- `complete_ucp_checkout`: Complete a UCP checkout session: pass checkout_id. Payment processing is not configured yet, so an open session answers 501 until a payment provider is set up; 
- `compute_price`: Compute a price for a product/context via the Last Price Pricing Compute Network. Returns the computed price, the function that produced it, token metering/cost
- `compute_prices_batch`: Price up to 100 requests in one call. Each item in requests is the same request compute_price takes: a context with a three-letter currency and optionally a pro
- `confirm_purchase`: Call right before you pay for a purchase check_purchase allowed. If the workspace's owner changed the spend policy since the purchase was approved (a lower maxi
- `contribute_price_data`: Share one observed price with the data exchange and earn 10 tokens. The data point joins the shared pool that other workspaces can read, so send only prices tha
- `contribute_price_data_batch`: Share up to 100 observed prices with the data exchange in one call, 10 tokens for each one accepted. Each item is the same data point contribute_price_data take
- `create_card_topup`: Add to your workspace's prepaid balance by card, when no crypto wallet is at hand to sign an x402 payment. amount is in US dollars with whole cents, such as "25
- `create_commerce_connector`: Link a store to the commerce pipeline: platform is one of the platforms list_commerce_connectors offers. Store credentials go in credentials; they are kept encr
- `create_commerce_policy`: Create a commerce pricing policy: the rules the pipeline uses to draft price proposals, with an optional floor and ceiling and an approval mode. Starts active. 
- `create_contact`: Add a contact to a customer: pass customer_id, name and email, and optionally external_id (unique within the customer), phone, address and metadata. Needs a cla
- `create_credit`: Grant a customer a prepaid credit bundle: pass customer_id and amount, and optionally currency (default USD), expires_at and metadata. The balance starts at the
- `create_credit_bundle_plan`: Create a credit bundle to sell: a name, price, billing frequency and credits (null for unlimited). status active puts it on sale now; inactive (the default) sav
- `create_customer`: Add a customer: pass name, and optionally email, external_id (your own id for it) and metadata. Needs a claimed Last Price credential. Needs a claimed workspace
- `create_dispute`: Open a payment dispute: pass payment_id and amount, and optionally currency (default USD), customer_id, reason, status (default open) and metadata. Workspace ow
- `create_experiment`: Create a price experiment in draft. It needs two to ten variants, one named control, each with a price; weights are optional but must then be on every variant: 
- `create_function`: Register a pricing function in your workspace. execution_type is how it prices: rule based, ML model, LLM prompt, external API (your own endpoint) or composite.
- `create_hosted_model`: Create a hosted pricing model, with no version yet: add one with train_hosted_model or upload_hosted_model_version. A demand model outputs the chance of a sale 
- `create_invoice`: Add an invoice for a customer: pass customer_id and amount, and optionally invoice_number, currency (default USD), due_date, status (default draft) and metadata
- `create_marketplace_listing`: List one of your functions on the marketplace: pass function_id, and optionally is_public (default false), commission_rate (default 0.30), min_payout_threshold 
- `create_order`: Add an order for a customer: pass customer_id, and optionally agent_id, billing_contact_id (a contact of that customer), status (default draft), total_amount (d
- `create_payment`: Record a payment against a customer: pass customer_id and amount, and optionally invoice_id, currency (default USD), status (pending, completed or refunded; def
- `create_routing_policy`: Add a routing policy: how a price request picks a pricing function. The strategy is cheapest, fastest, explicit, round robin, weighted (needs weights with at le
- `create_scrape_job`: Create a hosted scrape job that reads prices from one public https page with CSS selectors, on a schedule or on demand with run_scrape_job. Try the selectors fi
- `create_storefront`: Create a storefront: an agent card, llms.txt and MCP endpoint listing a selection of your public offers at <subdomain>.store.last-price.ai (and /s/<subdomain> o
- `create_ucp_checkout`: Open a UCP checkout session: pass line_items, and optionally buyer, context, payment, signals, cart_id, fulfillment, discounts, currency, idempotency_key and ag
- `create_webhook`: Add an outbound webhook endpoint: Last Price sends a signed POST to the https url for each event you list. The answer carries the signing secret (whsec_...); ke
- `decide_approval`: Approve or reject an action held for approval. Approving lets whoever asked repeat the same request once; rejecting keeps it held back for good. Deciding is for
- `decide_learned_price_change`: Approve or reject a learned pricing change waiting for approval (approve mode). Approving puts its estimate in force for that product, within your price guardra
- `decide_rosetta_review`: Approve or reject one mapping Rosetta held back, by id from list_rosetta_review. Pass action approve or reject, and reviewer to say who decided, otherwise the w
- `delete_commerce_policy`: Delete a commerce pricing policy for good. To keep it but stop the pipeline using it, switch it off with update_commerce_policy. Needs a Last Price credential w
- `delete_contact`: Delete a contact: pass contact_id. This removes the record, and it cannot be undone by another tool. Needs a claimed Last Price credential. Needs a claimed work
- `delete_credit`: Delete a credit bundle and the balance left in it: pass credit_id. It cannot be undone by another tool, so check it with get_credit first. Needs a claimed Last 
- `delete_customer`: Delete a customer: pass customer_id. This removes the record, and it cannot be undone by another tool, so check it is the right one with get_customer first. Nee
- `delete_feature_contract`: Remove your workspace's feature contract: quotes are logged without contract labels again. Needs a Last Price credential with routing write scope; from the dash
- `delete_function`: Delete a pricing function your workspace owns, for good. Built-in functions and other workspaces' functions cannot be deleted. To stop routing to one without lo
- `delete_invoice`: Delete an invoice: pass invoice_id. It cannot be undone by another tool. Needs a claimed Last Price credential with billing write scope. Needs a claimed workspa
- `delete_marketplace_listing`: Remove one of your marketplace listings: pass listing_id. The function stays; it is no longer listed. Only the owner can remove a listing. Needs a claimed Last 
- `delete_order`: Delete an order and its lines: pass order_id. Only a draft or cancelled order can be deleted; cancel it first otherwise. It cannot be undone by another tool. Ne
- `delete_price_guardrails`: Remove your workspace's saved price guardrails so the defaults apply again. It answers the defaults. Read what is saved first with get_price_guardrails, because
- `delete_routing_policy`: Delete a routing policy. This cannot be undone. Price requests that named no function stop using it. Needs a Last Price credential with routing write scope. Nee
- `delete_scrape_job`: Delete a scrape job and its run history. This cannot be undone: update_scrape_job with enabled false pauses it instead. Hosted scraping is behind a release flag
- `delete_storefront`: Delete a storefront and its domains. Its addresses stop answering at once. Only where the workspace has storefronts switched on (else an error with code not_rel
- `delete_webhook`: Delete a webhook endpoint and its delivery history. This cannot be undone: update_webhook with status inactive pauses it instead. Needs the owner or admin role,
- `describe_item_so_far`: While the person is still typing or talking about an item, see what it sounds like so far: send the words so far in text (they may stop mid-word) and get a shee
- `disconnect_connected_app`: Disconnect an app you connected by signing in: its sign-in stops working at once, and it must ask you to sign in again to come back. Pass an id from list_connec
- `discover_offers`: Find offers you can call for a task, ranked: describe what you are trying to do in task and get a short list of priced offers (marketplace pricing functions and
- `draw_session_spend`: Right before you pay for one call in a session open_spend_session opened, draw the call's price from it. drawn true: pay for the call now. An error means do not
- `estimate_task_cost`: Estimate what a task would cost to do by people across countries: pass task_description and countries (names or ISO codes), and optionally currency (default EUR
- `execute_commerce_proposals`: Push every approved price proposal to its connected store now. This changes live prices on the store and cannot be undone from here. Needs a Last Price credenti
- `freeze_rosetta_adapter`: Freeze a mapping plan into a pinned adapter: every mapping is stamped as frozen so the same input maps the same way every time with no model call. Pass plan fro
- `generate_monetization_code`: Write the Last Price integration code for an app (Next.js, Express or FastAPI): a client that records signals, prices calls, creates customers and bills them th
- `get_agent_behaviour_test_run`: Read one behaviour test run for one of your agents, with every scenario's result. In early access: it answers released false or not_released until it is switche
- `get_agent_behaviour_tests`: Read what the behaviour tests offer for one of your agents: whether they are released for your workspace, the scenario pack for the agent's kind, whether your w
- `get_agent_capabilities`: Read what one agent may do: its effective scopes with a description of each, how many approvals are pending for it, its rate limit and how idempotency keys work
- `get_agent_protocol`: Read your Personal Agent Protocol file: the organization name and domain saved for it, whether the domain is verified, the file to publish (the poppy.json a per
- `get_agent_value_receipt`: Read one agent's Value Receipt, measured: its signals over the period with the human value the workspace set for each, what it cost (Last Price compute plus cos
- `get_aitune_profiling`: Read the latest profiling report for a model on the AITune sidecar: measured latency, throughput and memory per backend, so you can choose how to serve it. Pass
- `get_aitune_system_stats`: Read the AITune sidecar's current GPU and CPU load: utilisation, memory and temperature. Pass history true to get the readings over the last duration_minutes (1
- `get_alert_preferences`: Read your email alert settings for your workspace: for each alert type, whether it is on and whether it comes right away or in one daily summary, whether your r
- `get_analyst_brief`: Read the latest weekly brief the pricing analyst wrote for your workspace: short claims, each citing the findings it rests on (every number checked against them
- `get_analyst_settings`: Read whether the pricing analyst writes your workspace a brief, how often, whether a written brief may be paid from your Last Price balance and up to what month
- `get_approval`: Read one approval: the held action, who asked, its status, the reason given and when it was decided. approval_id is the id from list_approvals or the notificati
- `get_billing_settings`: Read your workspace's prepaid balance and billing settings: the balance in USDC, whether balance billing and outcome pricing are on, the auto top-up offer, the 
- `get_buyer_aware_pricing`: Read buyer-aware pricing for your workspace: models learned nightly from your own quotes (a contextual bandit and a boosted demand model, plus a hosted model if
- `get_card_topup`: Read one card top-up of your workspace by topup_id: pending (with its checkout link), paid (the balance holds it), expired (the payment page lapsed unpaid) or f
- `get_changelog`: What changed in Last Price: the newest release notes, optionally for one feature, written for agents as well as people. Pass feature (a tag such as billing, web
- `get_channel_rates`: Read the channel rates saved for your workspace: what each sales channel, such as a shopping agent or an agent marketplace, keeps of a sale, and how much of tha
- `get_commerce_policy`: Read one commerce pricing policy: its scope and rules. policy_id is the id from list_commerce_policies. Needs a Last Price credential with commerce catalog read
- `get_contact`: Read one contact: its name, email, phone, address, external id and metadata. Pass contact_id. Needs a Last Price credential. Needs a claimed workspace: a sandbo
- `get_contact_by_external_id`: Read one contact by the id your own system gives it: pass external_id and customer_id, because an external id is only unique within one customer. Needs a Last P
- `get_cost_analytics`: Total the costs recorded in your workspace over a period, grouped by day (the default), week, month, agent, customer or type: count, total, average, smallest an
- `get_credit`: Read one prepaid credit bundle: its customer, amount bought, balance left, currency and expiry. Pass credit_id. Needs a Last Price credential with billing read 
- `get_credit_balance`: The credit a customer has left to spend: the total of their unexpired bundles with a balance, per currency. Needs a Last Price credential with billing read scop
- `get_customer`: Read one customer: its name, email, external id and metadata. Pass customer_id. Needs a Last Price credential. Needs a claimed workspace: a sandbox key from sel
- `get_customer_by_external_id`: Read one customer by the id your own system gives it: pass external_id. Needs a Last Price credential. Needs a claimed workspace: a sandbox key from self-regist
- `get_cut_advisor_settings`: Read the settings behind simulate_agent_cut: whether the cut advisor is released for your workspace, the defaults it applies and the limits on each input. Free 
- `get_dispute`: Read one payment dispute: its payment, customer, amount, status and reason. Pass dispute_id. Needs a Last Price credential. Needs a claimed workspace: a sandbox
- `get_experiment_definition`: Read one experiment's definition: its key, name, description, status, variants with their prices and weights, target sample size and dates. Needs a Last Price c

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