open_payments_by_specialty
Payment totals grouped by medical specialty. Reveals which specialties receive the most pharma money: orthopedic surgeons, cardiologists, psychiatrists, etc.
This record as markdown: /tools/io-github-blackboxfoundry-livedatalink/open-payments-by-specialty.md
What open_payments_by_specialty does on Livedatalink
AI agents use open_payments_by_specialty to create or update resources in Livedatalink, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Livedatalink environment.
| Parameter | Type | Required | Description |
|---|---|---|---|
limit | number | — | Max specialties (default 50) |
Parameters from the server's own tool schema.
Why open_payments_by_specialty is rated Medium
An AI agent can call open_payments_by_specialty faster than any human can review: one bad instruction and it creates or modifies resources in Livedatalink by the hundred, each call as confident as the last.
Attacks that exploit this kind of access
The rule that runs open_payments_by_specialty safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Livedatalink, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For open_payments_by_specialty, this is the rule to start with:
open_payments_by_specialty stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Livedatalink, apply this rule, and every open_payments_by_specialty call is checked against it from then on.
Questions about open_payments_by_specialty
Payment totals grouped by medical specialty. Reveals which specialties receive the most pharma money: orthopedic surgeons, cardiologists, psychiatrists, etc. It is categorised as a Write tool in the Livedatalink MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
open_payments_by_specialty accepts 1 parameter: limit. The full parameter table on this page comes from the server's own tool schema.
Register the Livedatalink MCP server in PolicyLayer and add a rule for open_payments_by_specialty: 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 Livedatalink. Nothing to install.
open_payments_by_specialty is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the open_payments_by_specialty 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 open_payments_by_specialty. 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.
open_payments_by_specialty is provided by the Livedatalink MCP server (https://livedatalink.ai/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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