Low Risk

kalshi.signals

Scans open Kalshi events and returns ranked actionable signals across five categories: wide_spread (bid-ask gap above 4¢ with meaningful liquidity — market-making opportunity), extreme_probability (YES ask above 92¢ or below 8¢ with volume — contrarian or long-shot play), high_volume (volume_24h ...

Part of the Syenite server.

kalshi.signals is read-only, but an agent in a loop can still rack up calls and cost. PolicyLayer caps every call before it runs. Live in minutes.

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AI agents call kalshi.signals to retrieve information from Syenite without modifying any data. This is common in research, monitoring, and reporting workflows where the agent needs context before taking action. Because read operations don't change state, they are generally safe to allow without restrictions -- but you may still want rate limits to control API costs.

Even though kalshi.signals only reads data, uncontrolled read access can leak sensitive information or rack up API costs. An agent caught in a retry loop could make thousands of calls per minute. A rate limit gives you a safety net without blocking legitimate use.

Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "kalshi.signals": {}
  }
}

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Get this rule live on your own Syenite server in minutes. PolicyLayer enforces it on every call, before it runs.

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These attack patterns abuse exactly the kind of access kalshi.signals gives an agent. Each links to the full case and the policy that stops it:

Browse the full MCP Attack Database →

Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so kalshi.signals only ever does what you allow.

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Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.

What does the kalshi.signals tool do? +

Scans open Kalshi events and returns ranked actionable signals across five categories: wide_spread (bid-ask gap above 4¢ with meaningful liquidity — market-making opportunity), extreme_probability (YES ask above 92¢ or below 8¢ with volume — contrarian or long-shot play), high_volume (volume_24h above 10,000 contracts — active price discovery), near_resolution (market closing within 48 hours — time-sensitive opportunity), and mispriced (mutually exclusive event markets don't sum to ~100¢ — arbitrage opportunity). Returns each signal with strength (0–100), affected market ticker, and a suggested action. Optionally filter by minStrength (0–100), types (array of signal type strings), and limit (default 20, max 50). Signals are heuristic — verify market fundamentals before trading.. It is categorised as a Read tool in the Syenite MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on kalshi.signals? +

Register the Syenite MCP server in PolicyLayer and add a rule for kalshi.signals: 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 Syenite. Nothing to install.

What risk level is kalshi.signals? +

kalshi.signals is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit kalshi.signals? +

Yes. Add a rate_limit block to the kalshi.signals 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.

How do I block kalshi.signals completely? +

Set action: deny in the PolicyLayer policy for kalshi.signals. 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.

What MCP server provides kalshi.signals? +

kalshi.signals is provided by the Syenite MCP server (@syenite/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Syenite tool call.

Deterministic rules across all 46 Syenite tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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4,600+ MCP servers and 31,000+ tools scanned and risk-classified.

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