word_cloud_by_post_ids
AI agents call word_cloud_by_post_ids to retrieve information from Https://github Com/jkingsman/qanon without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Word cloud generation is a read/analytical operation — it retrieves and aggregates textual data from posts to produce a frequency visualization. No writes, executions, or destructive actions implied. Confidence is reduced due to empty description, but the naming pattern and server context strongly suggest a read operation.
From the tool's definition Tool name 'word_cloud_by_post_ids' combined with sibling tools like 'search_posts', 'get_post_by_id_tool', 'word_cloud_by_date_range' — all are read/analysis oriented. The name implies generating a word cloud (aggregated text analysis) from specified post IDs.
Attacks that exploit this kind of access
word_cloud_by_post_ids. It is categorised as a Read tool in the Https://github Com/jkingsman/qanon MCP Server, which means it retrieves data without modifying state.
Register the Https://github Com/jkingsman/qanon MCP server in PolicyLayer and add a rule for word_cloud_by_post_ids: 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 Https://github Com/jkingsman/qanon. Nothing to install.
word_cloud_by_post_ids 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 word_cloud_by_post_ids 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 word_cloud_by_post_ids. 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.
word_cloud_by_post_ids is provided by the Https://github Com/jkingsman/qanon MCP server (jkingsman/qanon-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.
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