query_dataset
Execute ad-hoc data queries for segmentation, funnels, retention
Part of the Amplitude MCP server. Enforce policies on this tool with Intercept, the open-source MCP proxy.
WHEN AI AGENTS USE THIS TOOL
AI agents call query_dataset to retrieve information from Amplitude without modifying any data. This is common in research, monitoring, and reporting workflows where the agent needs context before taking action. Because read operations don't change state, they are generally safe to allow without restrictions — but you may still want rate limits to control API costs.
WHY ENFORCE A POLICY ON QUERY_DATASET
Even though query_dataset only reads data, uncontrolled read access can leak sensitive information or rack up API costs. An agent caught in a retry loop could make thousands of calls per minute. A rate limit gives you a safety net without blocking legitimate use.
RECOMMENDED POLICY
Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.
tools:
query_dataset:
rules:
- action: allowSee the full Amplitude policy for all 24 tools.
DETAILS
MORE AMPLITUDE TOOLS
search Read get_from_url Read get_context Read get_charts Read get_dashboard Read get_cohorts Read get_experiments Read get_event_properties Read SIMILAR READ TOOLS ON OTHER SERVERS
RELATED READING
FREQUENTLY ASKED QUESTIONS
What does the query_dataset tool do?
Execute ad-hoc data queries for segmentation, funnels, retention. It is categorised as a Read tool in the Amplitude MCP Server, which means it retrieves data without modifying state.
How do I enforce a policy on query_dataset?
Add a rule in your Intercept YAML policy under the tools section for query_dataset. You can allow, deny, rate-limit, or validate arguments. Then run Intercept as a proxy in front of the Amplitude MCP server.
What risk level is query_dataset?
query_dataset is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Can I rate-limit query_dataset?
Yes. Add a rate_limit block to the query_dataset rule in your Intercept policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
How do I block query_dataset completely?
Set action: deny in the Intercept policy for query_dataset. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
What MCP server provides query_dataset?
query_dataset is provided by the Amplitude MCP server (amplitude-mcp). Intercept sits as a proxy in front of this server to enforce policies before tool calls reach the server.
ENFORCE POLICIES ON AMPLITUDE
Open source. One binary. Zero dependencies.