Given a note path, return the K most semantically similar notes from the index (excluding the source note). Uses the source note
AI agents call find_similar_notes to retrieve information from Obsidian Mcp Pro without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool performs a query/search operation across indexed vault content to retrieve related notes. It has no capability to create, modify, delete, or execute code. The operation is purely informational retrieval, making it a Read category tool with low severity, as misuse would only expose existing data already in the vault.
From the tool's definition Tool returns semantically similar notes from an index based on a given note path. The verb 'find' and 'return' indicate data retrieval with no modification.
Documented attack patterns abuse exactly the kind of access find_similar_notes gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Obsidian Mcp Pro, and nothing reaches the server without passing your rules. This is the rule we recommend for find_similar_notes:
{
"version": "1",
"default": "deny",
"tools": {
"find_similar_notes": {}
}
} find_similar_notes is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Given a note path, return the K most semantically similar notes from the index (excluding the source note). Uses the source note. It is categorised as a Read tool in the Obsidian Mcp Pro MCP Server, which means it retrieves data without modifying state.
Register the Obsidian Mcp Pro MCP server in PolicyLayer and add a rule for find_similar_notes: 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 Mcp Pro. Nothing to install.
find_similar_notes 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 find_similar_notes 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 find_similar_notes. 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.
find_similar_notes is provided by the Obsidian Mcp Pro MCP server (rps321321/obsidian-mcp-pro). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Obsidian Mcp Pro, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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41 Obsidian Mcp Pro tools catalogued and risk-classified — across an index of 43,000+ MCP servers.