Friction-focused market analysis: detects overcrowding, tarpit ideas, late entry risk, and failure rate signals. Sources: Reddit, HackerNews, GitHub (competitor repos), and Polymarket prediction markets. Use this when the user asks about market timing, competition, or whether their space is satur...
AI agents call analyze_market_trends to retrieve information from openGlad without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This is a pure data retrieval and analysis tool. It sources information from public platforms (Reddit, HackerNews, GitHub repos, prediction markets) and performs analytical computations to surface market trends and competitive landscape insights. The tool has no capability to modify data, execute arbitrary operations, or cause irreversible changes.
From the tool's definition The tool "detects overcrowding, tarpit ideas, late entry risk, and failure rate signals" through data aggregation from Reddit, HackerNews, GitHub, and Polymarket.
Documented attack patterns abuse exactly the kind of access analyze_market_trends gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and openGlad, and nothing reaches the server without passing your rules. This is the rule we recommend for analyze_market_trends:
{
"version": "1",
"default": "deny",
"tools": {
"analyze_market_trends": {}
}
}analyze_market_trends is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
Free to start. No card required.
Friction-focused market analysis: detects overcrowding, tarpit ideas, late entry risk, and failure rate signals. Sources: Reddit, HackerNews, GitHub (competitor repos), and Polymarket prediction markets. Use this when the user asks about market timing, competition, or whether their space is saturated. It is categorised as a Read tool in the openGlad MCP Server, which means it retrieves data without modifying state.
Register the openGlad MCP server in PolicyLayer and add a rule for analyze_market_trends: 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 openGlad. Nothing to install.
analyze_market_trends 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_market_trends 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_market_trends. 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_market_trends is provided by the openGlad MCP server (tuguberk/openglad). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from openGlad, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
Free to start. No card required.
13 openGlad tools catalogued and risk-classified — across an index of 43,000+ MCP servers.