analyze_distributions
Analyze distribution of any column.
This record as markdown: /tools/aegntic-aegntic-mcp/analyze-distributions.md
What analyze_distributions does on Obsidian Elite RAG MCP Server
AI agents call analyze_distributions to retrieve information from Obsidian Elite RAG MCP Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why analyze_distributions is rated Low
This tool retrieves and computes statistics on data distributions, which is a read-only analytical operation. It has no side effects—it does not create, modify, delete, or execute code. The blast radius of misuse is minimal since it only exposes statistical insights about existing data without the ability to alter state or trigger external actions.
From the tool's definition Tool name 'analyze_distributions' and description 'Analyze distribution of any column' indicate a data analysis operation that queries and examines statistical properties of existing data without modifying, deleting, or executing external operations.
Attacks that exploit this kind of access
The rule that runs analyze_distributions safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Obsidian Elite RAG MCP Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For analyze_distributions, this is the rule to start with:
analyze_distributions is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Obsidian Elite RAG MCP Server, apply this rule, and every analyze_distributions call is checked against it from then on.
Questions about analyze_distributions
Analyze distribution of any column. It is categorised as a Read tool in the Obsidian Elite RAG MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Obsidian Elite RAG MCP Server MCP server in PolicyLayer and add a rule for analyze_distributions: 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 Obsidian Elite RAG MCP Server. Nothing to install.
analyze_distributions 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 analyze_distributions 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 analyze_distributions. 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.
analyze_distributions is provided by the Obsidian Elite RAG MCP Server MCP server (aegntic/aegntic-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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