AI agents call skillsmp_ai_search to retrieve information from Skillsmp without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool performs a search operation to discover and retrieve information about AI coding skills. It does not create, modify, delete, or execute code/commands. The 'context awareness' aspect remains a read-only retrieval operation. The sibling tools show this is part of a skill management system where search is the foundational discovery mechanism. No side effects are implied.
From the tool's definition Tool name includes 'search' and description states 'AI-powered semantic search with context awareness' - a retrieval operation with no modification or execution of external commands.
Attacks that exploit this kind of access
AI-powered semantic search with context awareness. It is categorised as a Read tool in the Skillsmp MCP Server, which means it retrieves data without modifying state.
Register the Skillsmp MCP server in PolicyLayer and add a rule for skillsmp_ai_search: 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 Skillsmp. Nothing to install.
skillsmp_ai_search 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 skillsmp_ai_search 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 skillsmp_ai_search. 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.
skillsmp_ai_search is provided by the Skillsmp MCP server (@luckybalabalaya/skillsmp-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
Teams ship this data inside their own products. See what a licence covers →