Connectors · Marketing & media
Trustpilot MCP server for AI agents.
actionlake is an MCP gateway: one remote MCP server that connects Claude and other MCP clients to Trustpilot and the rest of your systems. It gives your agent 88 Trustpilot actions (68 reads, 15 writes and 5 that wait for a confirmation) and holds the Trustpilot credential itself, so the agent never does. It paces Trustpilot's limits and records every call.
100,000 free calls a month. No card, no email, no password: press Start a free sandbox on the next screen and keep the key it shows you.
claude mcp add --transport http actionlake https://connect.actionlake.com/mcpdo { action: "trustpilot.business_units.list_all", intent: "check which Trustpilot account is connected"}# Get a list of all business units · read · 1 upstream call- 88actionsin one signed file
- 68readlook, never change
- 15writecreate and update
- 5wait for a yesdestructive, confirmed first
Set up
Connect Trustpilot in three steps.
- 01
Add actionlake to Claude.
Run the command once in Claude Code; its consent page can create a free sandbox: 100,000 calls a month, no card. In the Claude app, add a custom connector with the URL below and paste your key on the consent page. Creating a new sandbox from the Claude app is not yet tested by us.
https://connect.actionlake.com/mcp - 02
Connect Trustpilot.
OAuth 2.0, client credentials. Paste the app's client id and secret; actionlake fetches and renews the token, and nobody has to sign in. actionlake stores what you paste write-only, sealed under your tenant's key.
client_idTrustpilot API key (Trustpilot Business > Integrations > Developers > APIs > your application)client_secretTrustpilot API secret of the same application
account { op: "connections.requirements", service: "trustpilot" } # free: exactly what to paste, and what is found for you - 03
Make the first call. Check before a write.
Ask in plain words; Claude picks the action. Before anything changes,
checkvalidates the call and prices it, for free.do { action: "trustpilot.business_units.list_all" }# get a list of all business units · read · 1 upstream callcheck { action: "trustpilot.locations.create", input: { … } }# free: inputs, permissions, cost and confirmations, nothing sent
Trustpilot at a glance
- Sign-in
- OAuth 2.0, client credentials. Paste the app's client id and secret; actionlake fetches and renews the token, and nobody has to sign in.
- You provide
client_idclient_secret- Limits we pace to
- 833 calls per 5 minutes, per connection
- API covered
- Trustpilot API v1
api.trustpilot.com - Built from
- Trustpilot's documentation, read 23 October 2026developers.trustpilot.comGitHub
- Service file
- Version 1.0.0, signed (Ed25519)
- Cached reads
- 68 of 68 reads, for up to 1 minute; a write clears what it affects
- Shared entities
- 3, so ask can line Trustpilot up with your other systems
- Data
- Processed and stored in Sydney, Australia. No US region yet
Capabilities
What an AI agent can do in Trustpilot.
88 actions in 14 areas. Every one carries its effect, so a key can allow the reads and hold the rest.
- 68readlook, never change
- 15writecreate and update
- 5destructivewait for a confirmation
Business units
1717 read · 0 write · 0 destructive
Search for business units · Get public business unit · Find a business unit · Get a list of all business units
Reviews
126 read · 4 write · 2 destructive
Create Find Reviewer request for a review · Get latest reviews by language · Get a review's likes · Reply to a review
Product reviews
119 read · 2 write · 0 destructive
Get product reviews · Get public batch aggregated attribute rating summaries · Get batch product reviews summaries · Create product review conversation
Consumers
77 read · 0 write · 0 destructive
Create a valid consumer display name from input string · Validate consumer display name · Get a list of consumer profiles · Get a consumer's reviews
Resources
77 read · 0 write · 0 destructive
Get all countries known to Trustpilot · Get Trustpilot supported locales · Contains navigational links to all image resources · Get the Trustpilot icon images
Conversations
63 read · 3 write · 0 destructive
Create comment · Get conversation · Get comment · Update comment
Data solutions
66 read · 0 write · 0 destructive
Find business units · Search business units · Get categories · Get latest reviews for business unit
Locations
52 read · 2 write · 1 destructive
Get locations · Create a location · Get location using external ID · Edit a location (partial)
6 more areas · 17 actions
- Catalog products 4
- Invitations 4
- Categories 3
- Deletions 3
- Products 2
- Business signup 1
Top actions
The Trustpilot API, shaped for agents.
The ids your agent types, what each does, and the one name it shares with other systems. 11 of Trustpilot's 11 action names are shared with at least one other connector, so an agent learns them once.
| Action | What it does | Effect | Same name in |
|---|---|---|---|
trustpilot.locations.listGet locations | Get locations. | read | crm.location.list48 connectors |
trustpilot.business_units.searchSearch for business units | Search for business units. | read | crm.company.search36 connectors |
trustpilot.products.listGet products | Get products. | read | commerce.product.list112 connectors |
trustpilot.business_units.getGet public business unit | Get public business unit. | read | crm.company.get162 connectors |
trustpilot.locations.createCreate a location | Create a location. | write | crm.location.create41 connectors |
trustpilot.catalog_products.listList catalog products | List catalog products. | read | commerce.product.list112 connectors |
trustpilot.locations.updateEdit a location (partial) | Edit a location (partial). | write | crm.location.update38 connectors |
trustpilot.locations.deleteDelete a location | Delete a location. | destructive | crm.location.delete31 connectors |
trustpilot.products.batch_upsertBatch upsert products | Batch upsert products. | write | commerce.product.upsert14 connectors |
trustpilot.categories.listList categories | List categories. | read | this connector |
trustpilot.business_units.findFind a business unit | Find a business unit. | read | this connector |
trustpilot.product_reviews.listGet product reviews | Get product reviews. | read | this connector |
Try it
Prompts to paste into Claude.
Each one names the Trustpilot actions it will call, so you know what it reads and what it changes before you send it.
- Readread
List the companies in Trustpilot and flag likely duplicates by name or domain.
calls
trustpilot.business_units.search - Writewrite
Create a location in Trustpilot. Show me exactly what you will send before you save it.
calls
trustpilot.locations.create
Governance for Trustpilot
Destructive actions wait for a yes.
5 Trustpilot actions are destructive. These are all of them:
- Delete a location
trustpilot.locations.delete - Delete a catalog product and its variants
trustpilot.catalog_products.delete - Remove a tag from a review
trustpilot.reviews.tags.delete - Delete a reply to a review
trustpilot.reviews.reply.delete - Delete invitation data
trustpilot.invitations.data.delete
A destructive action runs only with confirm: true. Under the human policy the agent cannot confirm for itself: the run stops until a named person approves, in the console or from a signed link in an email. The cap on a key is refused before the call is sent, never after.
Delete a location?
intent: the user asked me to delete a location
account { op: "keys.create", name: "trustpilot-agent", allowed_actions: ["trustpilot.*"], cap_calls: 2000, confirm_policy: "human_for_writes", approval_rules: [ { match: "trustpilot.locations.delete", approver: "[email protected]" }, { match: "trustpilot.catalog_products.delete", approver: "[email protected]" }, { match: "trustpilot.reviews.tags.delete", approver: "[email protected]" } ]}Cost
What Trustpilot costs on actionlake.
Every Trustpilot action is one upstream call, the only thing actionlake bills. Searching, check, cost, account and any call Trustpilot refused with 401, 403, 429 or a 5xx are free. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.
- 1upstream call per actionall 88 Trustpilot actions
- 88actions pageeach page of a long list is one call
- 68reads can be cacheda cache hit costs nothing
- 100,000calls a month, freepaid plans from US$49 a month for 250,000
Action index
Every Trustpilot action.
88 actions by area: the id your agent calls, what it does, and its effect.
Business units17
trustpilot.business_units.categories.listList categories for business unitreadtrustpilot.business_units.customer_guarantee.getGet customer guarantee of business unitreadtrustpilot.business_units.findFind a business unitreadtrustpilot.business_units.getGet public business unitreadtrustpilot.business_units.images.getGet business unit's profile imagereadtrustpilot.business_units.images.header.getGet business unit company headerreadtrustpilot.business_units.images.logo.getGet business unit company logo or unit location logoreadtrustpilot.business_units.images.promotion_box.getGet business unit company promotion boxreadtrustpilot.business_units.list_allGet a list of all business unitsreadtrustpilot.business_units.private_reviews.listGet private reviews for a business unitreadtrustpilot.business_units.profile_info.getGet profile details for a business unitreadtrustpilot.business_units.profile_promotion.getGet key brand messages content for a business unitreadtrustpilot.business_units.promotion_box.getGet special deals content for a business unitreadtrustpilot.business_units.reviews.listGet a business unit's reviewsreadtrustpilot.business_units.reviews.list_allGet a business unit's reviews (paginate)readtrustpilot.business_units.searchSearch for business unitsreadtrustpilot.business_units.web_links.getGet a business unit's web linksread
Reviews12
trustpilot.reviews.find_reviewer.createCreate Find Reviewer request for a reviewwritetrustpilot.reviews.getGet a reviewreadtrustpilot.reviews.latest.listGet latest reviews by languagereadtrustpilot.reviews.likes.listGet a review's likesreadtrustpilot.reviews.private.getGet private reviewreadtrustpilot.reviews.reply.createReply to a reviewwritetrustpilot.reviews.reply.deleteDelete a reply to a reviewdestructivetrustpilot.reviews.tags.addAdd tags to a reviewwritetrustpilot.reviews.tags.deleteRemove a tag from a reviewdestructivetrustpilot.reviews.tags.listGet list of tags for a reviewreadtrustpilot.reviews.tags.setSet tags on reviewwritetrustpilot.reviews.web_links.getGet a review's web linksread
Product reviews11
trustpilot.product_reviews.attribute_summaries.getGet public batch aggregated attribute rating summariesreadtrustpilot.product_reviews.batch_summaries.getGet batch product reviews summariesreadtrustpilot.product_reviews.conversation.createCreate product review conversationwritetrustpilot.product_reviews.imported.listGet imported product reviewsreadtrustpilot.product_reviews.imported_summary.getGet imported product reviews summaryreadtrustpilot.product_reviews.invitation_links.createCreate product review invitation linkwritetrustpilot.product_reviews.listGet product reviewsreadtrustpilot.product_reviews.private.getGet private product reviewreadtrustpilot.product_reviews.private.listGet private product reviewsreadtrustpilot.product_reviews.summaries.listGet product reviews summaries listreadtrustpilot.product_reviews.summary.getGet product reviews summaryread
Consumers7
trustpilot.consumers.display_name.generateCreate a valid consumer display name from input stringreadtrustpilot.consumers.display_name.validateValidate consumer display namereadtrustpilot.consumers.getGet the profile of the consumer(with #reviews and weblinks)readtrustpilot.consumers.profile.getGet the profile of the consumerreadtrustpilot.consumers.profiles.bulk_getGet a list of consumer profilesreadtrustpilot.consumers.reviews.listGet a consumer's reviewsreadtrustpilot.consumers.web_links.getGet the profile of the consumerread
Resources7
trustpilot.resources.countries.listGet all countries known to Trustpilotreadtrustpilot.resources.images.getContains navigational links to all image resourcesreadtrustpilot.resources.images.icons.getGet the Trustpilot icon imagesreadtrustpilot.resources.images.logos.getGet the Trustpilot logo imagesreadtrustpilot.resources.images.stars.getGet the star image resourcesreadtrustpilot.resources.locales.listGet Trustpilot supported localesreadtrustpilot.resources.strings.stars.getGet the string representation of the starsread
Conversations6
trustpilot.conversations.comments.createCreate commentwritetrustpilot.conversations.comments.getGet commentreadtrustpilot.conversations.comments.updateUpdate commentwritetrustpilot.conversations.getGet conversationreadtrustpilot.conversations.public.getGet public conversationreadtrustpilot.conversations.state.updateSet conversation statewrite
Data solutions6
trustpilot.data_solutions.business_units.getGet business unit detailsreadtrustpilot.data_solutions.business_units.listFind business unitsreadtrustpilot.data_solutions.business_units.searchSearch business unitsreadtrustpilot.data_solutions.categories.listGet categoriesreadtrustpilot.data_solutions.reviews.latestGet latest reviews for business unitreadtrustpilot.data_solutions.reviews.listGet service reviewsread
Locations5
trustpilot.locations.createCreate a locationwritetrustpilot.locations.deleteDelete a locationdestructivetrustpilot.locations.getGet location using external IDreadtrustpilot.locations.listGet locationsreadtrustpilot.locations.updateEdit a location (partial)write
Catalog products4
trustpilot.catalog_products.batch_upsertBatch upsert catalog products with variantswritetrustpilot.catalog_products.deleteDelete a catalog product and its variantsdestructivetrustpilot.catalog_products.getGet a catalog product with its variantsreadtrustpilot.catalog_products.listList catalog productsread
Invitations4
trustpilot.invitations.data.deleteDelete invitation datadestructivetrustpilot.invitations.email.createCreate invitation(s)writetrustpilot.invitations.links.createGenerate service review invitation linkwritetrustpilot.invitations.templates.listGet list of invitation templatesread
Categories3
trustpilot.categories.business_units.listList business units in categoryreadtrustpilot.categories.getGet categoryreadtrustpilot.categories.listList categoriesread
Deletions3
trustpilot.deletions.consumers.listGet deleted consumersreadtrustpilot.deletions.product_reviews.listGet deleted product reviewsreadtrustpilot.deletions.reviews.listGet deleted reviewsread
Products2
trustpilot.products.batch_upsertBatch upsert productswritetrustpilot.products.listGet productsread
Business signup1
trustpilot.business_signup.domain_availability.getCheck domain availabilityread
Questions
The Trustpilot MCP server, answered.
Is there a Trustpilot MCP server for Claude?
Yes. actionlake is an MCP gateway: a remote MCP server that gives Claude, or another MCP client, 88 Trustpilot actions across business units, reviews, product reviews and consumers, through the same eight tools it uses for every other connector. actionlake is independent; it is not made or endorsed by Trustpilot.
What do I need to connect Trustpilot?
Trustpilot API key (Trustpilot Business > Integrations > Developers > APIs > your application) and Trustpilot API secret of the same application. The free call account { op: "connections.requirements", service: "trustpilot" } lists exactly what to paste.
Can an AI agent delete or change things in Trustpilot?
Only if its key allows it, and only with an explicit confirmation. 5 Trustpilot actions are destructive, including delete a location, delete a catalog product and its variants and remove a tag from a review. Each runs only with confirm: true. Under the human confirm policy, or an approval rule on the key, the run waits until a named person approves it.
Will an AI agent use up my Trustpilot API limit?
actionlake paces every call to the limits in the Trustpilot service file: 833 calls per 5 minutes per connection. Repeated reads are answered from cache (68 Trustpilot actions can be), which never reaches Trustpilot.
What does a Trustpilot action cost?
One upstream call, the only unit actionlake bills. A list that pages bills one call per page (88 Trustpilot actions page). Cache hits, searches, dry runs and calls Trustpilot refused with 401, 403, 429 or a 5xx are free. The Free plan includes 100,000 calls a month with no card. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.
Which Trustpilot API does it cover?
The Trustpilot API v1 at api.trustpilot.com. It is built from Trustpilot's documentation as read on 23 October 2026. 88 actions in 14 areas, each one in the signed service file (version 1.0.0).
Does actionlake keep my Trustpilot data, and where?
actionlake processes and stores data in Sydney, Australia; there is no US region yet. Reads may be cached for up to 1 minute, and a write clears the reads it affects. Each run's request and response is kept, sealed, for your plan's trace window: 1 day on Free, 3 days on Starter, 7 days on Pro, 14 days on Team, 30 days on Business and 30 days on Enterprise. Your Trustpilot credential is sealed under your tenant's key, never logged and never returned. Your traffic is not used to train models.
Which AI clients can use it?
Claude Code, tested by us end to end, and the Claude app as a custom connector, tested by us with an existing key. Other MCP clients that support remote servers over Streamable HTTP (MCP revisions 2025-06-18 and 2025-11-25) and OAuth dynamic client registration, or a bearer header, should connect the same way; we have not tested them. Or plain REST, under the same action names.
Give your agent Trustpilot today.
Start free - 100,000 calls/month, no card. No signup. Hard caps on every key. Cached answers are free.
