Contentsquare

Ask in plain English how visitors behave on your site: funnels, journeys, page metrics, errors.

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What the Contentsquare connector does

The Contentsquare MCP server lets Claude, ChatGPT or any MCP-compatible agent ask about how visitors behave on a website in plain English. It returns funnels, navigation journeys, page metrics, comparisons and error rankings — all aggregate. Sign-in is OAuth 2.1 under one scope named metrics, and every analytics call draws down a published per-plan allowance.

Verified connector

Listed by Anthropic as a partner connector in its Connectors Directory.

Connection checked by Agentman on .

Anthropic states this reflects the level of review a connector received, not a security audit.

Contentsquare tools (21)

  • submitMcpFeedback
  • computeSiteMetrics
  • getTopErrorsBySessionsWithErrors
  • getTopErrorsByImpactOnGoal
  • getTopErrorsByMissedOpportunity
  • getTopPageGroupsByLostConversions
  • getTopPagesBySessionsWithErrors
  • computeFunnel
  • computeImpact
  • computeJourney
  • computePageComparison
  • computePageGroupMetrics
  • getPageGroupsForMapping
  • list-projects
  • searchMappings
  • searchGoals
  • searchSegments
  • recommendMappings
  • recommendGoals
  • recommendPageGroups
  • recommendSegments

Tool names from Anthropic's directory listing. This server requires sign-in, so we could not read tool descriptions or parameter schemas.

Limits

  • No per-tool reference exists. Contentsquare publishes no argument schemas, response fields, descriptions or annotations for any of the 21 tools. The count and names are corroborated; the contracts are not.
  • No tool annotations are published, and the endpoint is gated, so nothing here is vendor-labelled read-only. Treat every tool as unannotated.
  • It is metered, and the meter is shared. Tool-call allowances are tracked per account, not per user, so every connected agent draws from one pool.
  • Free tops out at 300 calls a month and cannot buy more — extra capacity is Pro and Enterprise only.
  • Hitting the limit stops the server, per Contentsquare, until the next month's reset.
  • Five error tools need an entitlement. Error Analysis requires Experience Monitoring: included with Enterprise, an add-on to Pro.
  • Journey and Impact tools need Growth or above. Contentsquare lists Journey Analysis and Impact Quantification as Growth, Pro and Enterprise features.
  • Setup is Admin-only — and an Admin is the account's widest-reaching role, so permission inheritance narrows least for the only user allowed to connect.
  • Project scope is the only documented boundary. No row-level or field-level filtering within a project is documented for MCP.
  • Revocation takes 30 days. Removing the server from your agent disables access automatically after 30 days, not immediately.
  • Aggregates can still be small. Journey Analysis applies a 0.7% traffic threshold in-app and samples at most 20,000 sessions; whether the MCP tools inherit either is undocumented.
  • Metrics API quotas may or may not apply. The underlying API publishes 15,000 requests per month per project and 300,000 per account, with 8 concurrent — Contentsquare does not say whether MCP traffic consumes them.
  • resource_documentation is broken. The OAuth descriptor points at https://api.contentsquare.com/docs, which returned 404 on 2026-08-19.
  • client_credentials is advertised but undocumented for MCP. A machine-to-machine token has no user whose project permissions it could inherit.
  • Data lands in your agent. Contentsquare states it does not train third-party models on data accessed through the server, but adds it may review usage patterns and feedback.
  • Prices are not extractable. Contentsquare's pricing page renders plan data client-side; we confirmed Free exists at a zero base price and that MCP is listed among its features, but read no paid-tier prices.

Frequently asked questions

Can the Contentsquare MCP server read session replays or individual visitor sessions?

No tool in the listed set reaches replay or individual-session data. All 21 tools are aggregate-shaped: metrics, funnels, journeys, page comparisons and error rankings. Contentsquare's own MCP article names five analysis capabilities, none of them Session Replay, and describes the underlying Metrics API as exporting aggregated data. The in-app product does expose replays; the connector does not.

What does submitMcpFeedback do in the Contentsquare MCP server?

Contentsquare classifies it as a configuration tool rather than an analytics one, alongside the search and recommend tools, so it does not count against your tool-call allowance. Its name and that classification point to a feedback channel about the MCP server itself, not a write into Contentsquare data. Contentsquare publishes no argument schema or description for it, so the exact payload is unverified.

Does the Contentsquare MCP server respect project permissions?

Yes. Contentsquare states you can only access projects where you already have permissions in Contentsquare, and lists project access as a prerequisite before setup. The connector therefore inherits the connecting user's project scope rather than reaching every project on the account. Setup itself is restricted further: Contentsquare states only Admins can set up and use the integration.

Does the Contentsquare MCP server cost money or have usage limits?

Yes, it is metered. Contentsquare publishes a tool-call allowance per plan: up to 300 per month on Free, 36k per year on Growth, 72k on Pro and 108k on Enterprise. Allowances are tracked at account level and shared by every connected user. Only analytics tools count; configuration tools do not. Hitting the limit stops the server processing new requests.

How many tools does the Contentsquare MCP server have?

Anthropic's directory snapshot lists 21, and Contentsquare's own documentation corroborates that number rather than contradicting it. The support article names ten configuration tools explicitly and describes five analysis capabilities covering the other eleven. Contentsquare publishes no per-tool reference with argument schemas, so the names are confirmed but their inputs and outputs are not documented.

Do I need an Enterprise plan to use the Contentsquare MCP server?

No. Contentsquare states the integration is available on Free, Growth, Pro and Enterprise plans, and the Free plan is self-serve. Two gates still apply. Only Admins can set up the integration, and the five error tools depend on Error Analysis, which Contentsquare sells as Experience Monitoring — included with Enterprise, an add-on to Pro.

What OAuth scope does the Contentsquare MCP server request?

A single scope named metrics. We verified it live on 2026-08-19: the protected-resource descriptor and the authorization-server metadata both declare it, and neither advertises any other. The name is unusually well matched to the surface, since every tool computes or retrieves aggregate metrics. One scope cannot separate reading from writing, but here there is little writing to separate.

Sources

  • How to set up and use Model Context Protocol (MCP) — https://support.contentsquare.com/hc/en-us/articles/41563169756945-Model-Context-Protocol-MCP (fetched 2026-08-19 via the Zendesk Help Center JSON API, /api/v2/help_center/en-us/articles/41563169756945.json; article last updated 2026-07-07). The only dedicated MCP article — a help-centre search for "Model Context Protocol" returned no second one · retrieved 2026-08-19
  • Get started - Metrics API — https://support.contentsquare.com/hc/en-us/articles/37271699679505 (fetched 2026-08-19) · retrieved 2026-08-19
  • Access level permissions — https://support.contentsquare.com/hc/en-us/articles/40282664517137 (fetched 2026-08-19) · retrieved 2026-08-19
  • Personal data and Contentsquare: what you need to know — https://support.contentsquare.com/hc/en-us/articles/48342821405329 (fetched 2026-08-19) · retrieved 2026-08-19
  • Introduction to Journey Analysis — https://support.contentsquare.com/hc/en-us/articles/37271838986641 (fetched 2026-08-19) · retrieved 2026-08-19
  • Introduction to Page Comparator — https://support.contentsquare.com/hc/en-us/articles/37271934692497 (fetched 2026-08-19) · retrieved 2026-08-19
  • Introduction to Impact quantification — https://support.contentsquare.com/hc/en-us/articles/37271710097169 (fetched 2026-08-19) · retrieved 2026-08-19
  • Introduction to Error Analysis — https://support.contentsquare.com/hc/en-us/articles/37271870071697 (fetched 2026-08-19) · retrieved 2026-08-19
  • Product offerings — https://support.contentsquare.com/hc/en-us/articles/37271708114577 (fetched 2026-08-19) · retrieved 2026-08-19
  • Releases and Updates for 2026 — https://support.contentsquare.com/hc/en-us/articles/42751336307217 (fetched 2026-08-19) · retrieved 2026-08-19
  • Contentsquare pricing — https://contentsquare.com/pricing/ (fetched 2026-08-19; plan data is embedded client-side. The Free plan carries a zero base price and lists "Connect with LLMs (MCP)" among its features. Paid-tier prices did not render to a plain fetch) · retrieved 2026-08-19
  • Contentsquare machine index — https://contentsquare.com/llms.txt (fetched 2026-08-19). contentsquare.com/robots.txt allows all listed AI crawlers, including ClaudeBot, GPTBot and anthropic-ai, and publishes no Content-Signal axes; support.contentsquare.com/robots.txt is a stock Zendesk file with no Content-Signal axes and no MCP-relevant disallows. support.contentsquare.com/llms.txt returns 404 · retrieved 2026-08-19
  • Live anonymous probe — 2026-08-19: an initialize POST to https://api.contentsquare.com/mcp returns HTTP 401 with www-authenticate: Bearer resource_metadata="https://api.contentsquare.com/.well-known/oauth-protected-resource/mcp". No tool call was made and no authentication was attempted · retrieved 2026-08-19
  • Live RFC 9728 check — all three protected-resource path forms probed 2026-08-19: path-append returns a 302-byte JSON descriptor declaring scopes_supported: ["metrics"]; root and path-insert both return 68-byte JSON 404 errors · retrieved 2026-08-19
  • Live RFC 8414 authorization-server metadata — https://api.contentsquare.com/.well-known/oauth-authorization-server (fetched 2026-08-19; root form only, path-append 404s. S256 only, scopes_supported: ["metrics"], client_secret_post and client_secret_basic client authentication) · retrieved 2026-08-19
  • resource_documentation target — https://api.contentsquare.com/docs returned HTTP 404 on 2026-08-19 · retrieved 2026-08-19
  • Anthropic connector directory — https://claude.ai/directory/385882c7-2b55-4c12-b331-57babd22e643 (snapshot 2026-08-16; 21 tool names, permissions: "Read", no prompts listed) · retrieved 2026-08-16

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