Get real-time probability, odds, and likelihood for any prediction market outcome. Returns YES/NO probabilities (0-100%), trading volume, liquidity depth, and market metadata from Kalshi (CFTC-regulated) and Polymarket. Use this when asked about chances, odds, likelihood, forecasts, or predictio...
Accepts freeform code/query input (query)
Part of the Telekash MCP server. Enforce policies on this tool with Intercept, the open-source MCP proxy.
AI agents call get_probability to retrieve information from Telekash 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 get_probability 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.
tools:
get_probability:
rules:
- action: allowSee the full Telekash policy for all 10 tools.
Agents calling read-class tools like get_probability have been implicated in these attack patterns. Read the full case and prevention policy for each:
Other tools in the Read risk category across the catalogue. The same policy patterns (rate-limit, allow) apply to each.
Get real-time probability, odds, and likelihood for any prediction market outcome. Returns YES/NO probabilities (0-100%), trading volume, liquidity depth, and market metadata from Kalshi (CFTC-regulated) and Polymarket. Use this when asked about chances, odds, likelihood, forecasts, or predictions for any event — elections, crypto prices, sports, economics, weather, entertainment. Example queries: - "What are the odds Trump wins 2028?" → election forecasting - "What's the probability BTC hits $200K?" → crypto price prediction - "Will the Fed cut rates?" → economic forecasting, interest rates - "What's the chance of rain in NYC?" → weather betting - "Who will win the Super Bowl?" → sports odds Keywords: forecasting, prediction odds, what are the chances, likelihood, will something happen, binary outcome probability, event prediction, market odds lookup, probability forecast, future event odds, outcome likelihood. It is categorised as a Read tool in the Telekash MCP Server, which means it retrieves data without modifying state.
Add a rule in your Intercept YAML policy under the tools section for get_probability. You can allow, deny, rate-limit, or validate arguments. Then run Intercept as a proxy in front of the Telekash MCP server.
get_probability 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 get_probability rule in your Intercept 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 Intercept policy for get_probability. 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.
get_probability is provided by the Telekash MCP server (telekash-mcp-server). Intercept sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Open source. One binary. Zero dependencies.
npx -y @policylayer/intercept