List registered tables in a DataCanvas session — schema, row count, column names, and registration time. Shows what datasets are available for SQL queries via socrata_dataframe_query. Only meaningful when CANVAS_PROVIDER_TYPE=duckdb is set. Use after socrata_query_dataset spills a large result se...
Part of the Socrata Mcp Server server.
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AI agents call socrata_dataframe_describe to retrieve information from Socrata Mcp Server 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.
Even though socrata_dataframe_describe 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.
Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.
{
"version": "1",
"default": "deny",
"tools": {
"socrata_dataframe_describe": {}
}
}See the full Socrata Mcp Server policy for all 6 tools.
These attack patterns abuse exactly the kind of access socrata_dataframe_describe gives an agent. Each links to the full case and the policy that stops it:
Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.
List registered tables in a DataCanvas session — schema, row count, column names, and registration time. Shows what datasets are available for SQL queries via socrata_dataframe_query. Only meaningful when CANVAS_PROVIDER_TYPE=duckdb is set. Use after socrata_query_dataset spills a large result set to canvas.. It is categorised as a Read tool in the Socrata Mcp Server MCP Server, which means it retrieves data without modifying state.
Register the Socrata Mcp Server MCP server in PolicyLayer and add a rule for socrata_dataframe_describe: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Socrata Mcp Server. Nothing to install.
socrata_dataframe_describe is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the socrata_dataframe_describe rule in your PolicyLayer 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.
Set action: deny in the PolicyLayer policy for socrata_dataframe_describe. 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.
socrata_dataframe_describe is provided by the Socrata Mcp Server MCP server (@cyanheads/socrata-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 6 Socrata Mcp Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
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