TeleKashOracle MCP

TeleKash MCP Server

Prediction market probability oracle for AI agents.

What is this?

TeleKash is the probability oracle for the agent economy. Real-time access to 4,500+ live prediction markets from Kalshi (CFTC-regulated) and Polymarket. Structured trading signals, cross-source arbitrage detection, noise filtering, and smart trade routing across crypto, politics, sports, entertainment, finance, weather, tech, and science.

What makes it different:

• Multi-source — Kalshi + Polymarket + native pools, not single-exchange
• Self-calibrating — Platt scaling with daily recalibration cycles and Brier score tracking
• Universal Payment Layer — agents pay per-call with USDC (Base/Polygon/Solana via x402), fiat (Stripe), or TON
• 28 tools — from free probabilities to broker execution with 1% commission

Quick Install

npx telekash-mcp-server

Claude Code

claude mcp add telekash-oracle npx telekash-mcp-server

Claude Desktop / Cursor

Add to your MCP configuration file:

{

"mcpServers": { "telekash-oracle": { "command": "npx", "args": ["telekash-mcp-server"] } } }

Tools

28 tools across 4 categories. All tools work without an API key on the Free tier (100 queries/day). 4,500+ live markets.

Intelligence

Analytics

Trading

Admin

Pricing

Per-query pricing. No subscriptions. Free tier requires no API key.

Revenue model

Universal Payment Layer

Agents can also pay per-call without an API key or tier — attach payment proof directly in tool arguments.

// Agent pays per-call — no subscription needed

const result = await client.callTool({ name: "get_signal", arguments: { query: "Bitcoin 200K", x402_payment: { tx_hash: "0xabc...", network: "base", rail: "x402", }, }, });

Get an API key

# Via the MCP server itself (free tier, no signup)

Call the generate_api_key tool

Or via Telegram

Message @TeleKashBot with /apikey

Example

Connect to the server and query a market probability:

import { Client } from "@modelcontextprotocol/sdk/client/index.js";

import { StdioClientTransport } from "@modelcontextprotocol/sdk/client/stdio.js";

const transport = new StdioClientTransport({ command: "npx", args: ["telekash-mcp-server"], });

const client = new Client({ name: "my-agent", version: "1.0.0" }); await client.connect(transport);

// Get probability for a market const result = await client.callTool({ name: "get_probability", arguments: { query: "Will Bitcoin hit $200K by end of 2026?" }, });

console.log(result.content); // => { probability: { yes: 34, no: 66 }, confidence: { grade: "HIGH", score: 82 }, ... }

More examples in the examples/ directory:

• quick-start.ts -- Connect, search, get probabilities
• arbitrage-scanner.ts -- Find cross-source mispricings
• portfolio-scanner.ts -- Scan markets and build a ranked portfolio
• market-monitor.ts -- Watch a market and log probability changes

Environment Variables

The server works without any credentials (returns demo data). For live market access:

SUPABASE_URL=https://rrkjtdnxkscukexbsrue.supabase.co

SUPABASE_ANON_KEY=your-anon-key TELEKASH_API_KEY=your-api-key # Optional: enables paid tiers TELEKASH_PAYMENT_ADDRESS=0x... # Optional: EVM wallet for x402 USDC payments TELEKASH_TON_ADDRESS=UQ... # Optional: TON wallet for TON payments STRIPE_SECRET_KEY=sk_... # Optional: Stripe for fiat payments X402_FACILITATOR_URL=https://x402.org/facilitator # Default: Coinbase facilitator

Data Sources

All sources are aggregated, deduplicated, and categorized automatically across 8 categories: crypto, politics, sports, entertainment, finance, weather, tech, science.

Links

• npm
• GitHub
• Agent Card
• A2A Protocol
• TeleKash Bot

License

MIT