Search GEO Profiles database for gene expression profiles
AI agents call search_geo_profiles to retrieve information from Geo without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves publicly available gene expression profile data from NCBI's GEO Profiles database. Searching is a read-only operation that does not modify, delete, or execute code. The blast radius of misuse is minimal—an agent could retrieve large amounts of data but cannot alter, destroy, or manipulate it. This aligns with the Read category definition of data retrieval with no side effects.
From the tool's definition Tool performs a search operation on the GEO Profiles database, which is a query and retrieval action with no side effects. The description explicitly states 'Search GEO Profiles database for gene expression profiles', indicating data retrieval only.
Documented attack patterns abuse exactly the kind of access search_geo_profiles gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Geo, and nothing reaches the server without passing your rules. This is the rule we recommend for search_geo_profiles:
{
"version": "1",
"default": "deny",
"tools": {
"search_geo_profiles": {}
}
}search_geo_profiles is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Search GEO Profiles database for gene expression profiles. It is categorised as a Read tool in the Geo MCP Server, which means it retrieves data without modifying state.
Register the Geo MCP server in PolicyLayer and add a rule for search_geo_profiles: 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 Geo. Nothing to install.
search_geo_profiles 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 search_geo_profiles 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 search_geo_profiles. 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.
search_geo_profiles is provided by the Geo MCP server (mcpmed/geomcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Geo, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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11 Geo tools catalogued and risk-classified — across an index of 43,000+ MCP servers.