Agent-Native Analytics MCP Server: Setup for Claude, Cursor and Other Apps

• Finds metric definitions, saved SQL and sources

  Searches your saved dashboards and data definitions for where a number comes from. It returns references, not live figures.

  Try: “Where do we define active users?”

  Network · find-data

• Lists your SQL dashboards

  Shows the dashboards you can open, with names and visibility.

  Try: “List my dashboards.”

  Network · list-sql-dashboards

• Reads one dashboard's panels and layout

  Opens a dashboard and returns its panels. SQL text only comes back for the panels you ask for.

  Try: “Show me the panels on the Weekly KPIs dashboard.”

  Network · get-sql-dashboard

• Shows which data sources are set up

  Tells you which data sources are configured, without showing any keys. It is not a live health check.

  Try: “Which data sources are connected?”

  Network · data-source-status

• Queries a named dbt metric

  Runs a metric your team defined in dbt over a date range, optionally grouped.

  Try: “What was weekly revenue for the last 90 days?”

  Network · query-dbt-semantic-metric

• Lists captured JavaScript errors

  Shows the grouped errors your site has captured and how many users each one hit.

  Try: “What are the top errors this week?”

  Network · list-error-issues

• Lists recorded user sessions

  Shows the recorded visitor sessions you can watch, with filters such as signed-in or anonymous.

  Try: “List recent sessions that hit an error.”

  Network · list-session-recordings

• Reads HubSpot deals

  Returns your HubSpot deals with stage, owner and forecast. It needs HubSpot connected in the app.

  Try: “Which deals are closing this quarter?”

  Network · hubspot-deals

• Searches Gong call evidence

  Finds Gong sales calls and can read one transcript. It needs Gong connected in the app.

  Try: “Find calls with Acme in the last month.”

  Network · gong-calls

• Asks Gong a question; each call uses one Gong credit request

  Sends your question about an account or deal to Gong's own assistant and returns the answer. Each call uses one Gong credit request, and it needs Gong connected and enabled.

  Try: “What objections did Acme raise?”

  Network · run-gong-native-insight

• Edits where session replay may record

  Adds website addresses that are allowed to record session replays. Adding the first one restricts recording to the listed sites.

  Try: “Allow replay on https://app.example.com.”

  Write · update-analytics-public-key

• Hands a request to the app's own AI agent and returns its answer

  Sends your request to the app's built-in assistant, which does the work inside the app. Use it for anything the direct tools below do not cover. Long jobs come back as a task you check on later.

  Try: “Ask the app to show me last week's signups by channel and flag anything unusual.”

  Write · ask_app

• Checks on a long ask_app task until it finishes

  Checks whether a long request you handed to the app has finished and returns the result. It only reads status.

  Try: “Check whether that task has finished.”

  Network · ask_app_status

• Lists the Agent-Native apps you can reach and their URLs

  Shows which Agent-Native apps your account can reach and where they live. It changes nothing.

  Try: “Which Agent-Native apps do I have access to?”

  Read · list_apps

• Builds a link that opens the app at a specific view or record

  Gives you a link that opens the app on the right screen or record. It does not change anything.

  Try: “Give me a link that opens the app on my dashboards.”

  Read · open_app

Watch out for

• It reads sensitive business data

  Dashboards, HubSpot deals, Gong transcripts and session recordings all go to your assistant. Check who can see the workspace before you connect. github.com

• Gong questions spend Gong credits

  run-gong-native-insight uses one Gong credit request per call. The source lets a call preview with allowCreditRequest=false to send nothing. github.com

• It can change session replay origins

  update-analytics-public-key adds allowed origins and can restrict where replay records. Raw SQL tools are kept off this server. github.com

• No read-only switch is documented

  The project documents no setting that removes the write tools. github.com