Metabase Analytics Integration Server

16 tools. 9 can modify or destroy data without limits.

1 destructive tool with no built-in limits. Policy required.

Last updated:

9 can modify or destroy data
7 read-only
16 tools total
Read (7) Write / Execute (8) Destructive / Financial (1)

Destructive tools (delete_dashboard) permanently delete resources. There is no undo. An agent calling these in a retry loop causes irreversible damage.

Write operations (add_card_to_dashboard, create_card, create_collection) modify state. Without rate limits, an agent can make hundreds of changes in seconds — faster than any human can review or revert.

Execute tools (execute_card, execute_query) trigger processes with side effects. Builds, notifications, workflows — all fired without throttling.

One command. Full control.

Intercept sits between your agent and Metabase Analytics Integration Server. Every tool call checked against your policy before it executes — so your agent can do its job without breaking things.

npx -y @policylayer/intercept scan -- npx -y @ryanmaule/metabase-mcp
Scans every tool. Generates a policy. Starts enforcing.
Works with Claude Code · Cursor · Claude Desktop · Windsurf · any MCP client
Deny destructive operations
delete_dashboard:
  rules:
    - action: deny

Destructive tools should never be available to autonomous agents without human approval.

Rate limit write operations
add_card_to_dashboard:
  rules:
    - rate_limit: 30/hour

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations
get_dashboard_cards:
  rules:
    - rate_limit: 60/minute

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Can an AI agent delete data through the Metabase Analytics Integration Server MCP server? +

Yes. The Metabase Analytics Integration Server server exposes 1 destructive tools including delete_dashboard. These permanently remove resources with no undo. Intercept blocks destructive tools by default so they never reach the upstream server.

How do I prevent bulk modifications through Metabase Analytics Integration Server? +

The Metabase Analytics Integration Server server has 6 write tools including add_card_to_dashboard, create_card, create_collection. Set rate limits in your policy file -- for example, rate_limit: 10/hour prevents an agent from making more than 10 modifications per hour. Intercept enforces this at the transport layer.

How many tools does the Metabase Analytics Integration Server MCP server expose? +

16 tools across 4 categories: Destructive, Execute, Read, Write. 7 are read-only. 9 can modify, create, or delete data.

How do I add Intercept to my Metabase Analytics Integration Server setup? +

One line change. Instead of running the Metabase Analytics Integration Server server directly, prefix it with Intercept: intercept -c ryanmaule-metabase-mcp.yaml -- npx -y @ryanmaule/metabase-mcp. Download a pre-built policy from policylayer.com/policies/ryanmaule-metabase-mcp and adjust the limits to match your use case.

Other MCP servers with similar tools.

Starter policies available for each. Same risk classification, same one-command setup.

policylayer/intercept

Control every MCP tool call
your agent makes.

Set budgets, approvals, and hard limits across MCP servers.

npx -y @policylayer/intercept init
Protect your agent in 30 seconds. Scans your MCP config and generates enforcement policies for every server.
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