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Deterministic crypto futures, options, on-chain, prediction-market math. 40 tools. Not AI estimates.
About
Deterministic crypto futures, options, on-chain, prediction-market math. 40 tools. Not AI estimates.
Remote endpoints: streamable-http: https://tradingcalc.io/api/mcp
Security Report
TradingCalc MCP is a well-structured finance calculation server with proper optional authentication, deterministic formulas, and cryptographic signing for response verification. The codebase shows good security practices: no hardcoded secrets, minimal external dependencies in the core package, and appropriate use of environment variables. Minor concerns include a Blogger API OAuth script that stores refresh tokens locally and examples that could benefit from better error handling, but these do not affect the main server's security posture.
6 files analyzed · 3 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
TradingCalc MCP Server
Ask Claude or Cursor trade questions and get exact numbers back, not AI guesses.
"What's my PnL if I buy 0.5 BTC at $80k and sell at $95k with 5x leverage?" "Size my position: $10k account, 1% risk, long BTC at $83k, stop at $81k." "Is this carry trade worth it? 0.01% funding long, 0.05% short, $50k, 30 days."
40 deterministic tools across trade planning, risk & margin, funding/carry, market-structure (Market Profile) analysis, chain-agnostic on-chain tools — Solana (token safety, swap price impact, bonding curve) plus Solana + 5 EVM chains for market cap comparison and wallet flag check — prediction-market odds and fair value across Kalshi, Polymarket and ADI Predictstreet's crypto categories, and Deribit BTC/ETH options math (payoff/breakeven, Black-Scholes price/Greeks, straddle/strangle, covered call/protective put, implied volatility). Formulas verified against 35 canonical test vectors: same inputs always produce the same outputs. Every response is also signed with ECDSA P-256, so you can verify offline that it actually came from us. Free, no signup.
Access via MCP (Claude Desktop / Cursor / VS Code) or a plain HTTP POST to the MCP endpoint. Free, no signup.
Endpoints
| Surface | URL | Auth |
|---|---|---|
| MCP | https://tradingcalc.io/api/mcp | Bearer optional (free) |
| For agents / setup | https://tradingcalc.io/for-agents | None |
| Full API & MCP reference | https://docs.tradingcalc.io/api | None |
| Verification proof | https://tradingcalc.io/verify | None |
MCP transport: Streamable HTTP (MCP spec 2024-11-05)
Quick Start
Claude Desktop
Add to claude_desktop_config.json:
{
"mcpServers": {
"tradingcalc": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://tradingcalc.io/api/mcp"]
}
}
}
Cursor / VS Code
{
"tradingcalc": {
"url": "https://tradingcalc.io/api/mcp"
}
}
Agent Skill
For coding agents that support the skills.sh ecosystem (Claude Code, Cursor,
GitHub Copilot, and others) — installs a SKILL.md that teaches the agent when to reach for these
tools instead of estimating trade math itself:
npx skills add SKalinin909/tradingcalc-mcp
Direct HTTP
curl -X POST https://tradingcalc.io/api/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "workflow.run_liquidation_safety",
"arguments": {
"side": "long",
"entryPrice": 95000,
"leverage": 10
}
}
}'
Example prompts
After connecting, just ask naturally: the AI picks the right tool automatically:
Trade P&L
"I bought 0.5 BTC at $80,000 and want to sell at $95,000 with 5x leverage. What's my net profit after fees?"
Position sizing
"I have a $10,000 account and want to risk 1% going long BTC at $83,000 with a stop at $81,000. How many coins should I buy?"
Liquidation check
"Long ETH at $3,200 with 10x leverage, where do I get liquidated?"
Full pre-trade check
"Analyze this setup: long BTC at $83,000, stop $81,000, target $90,000, $10k account, 1% risk, 5x leverage. Is it worth taking?"
Funding cost
"I'm holding 0.5 BTC long on Bybit at $83,000 with 0.01% funding rate. How much will funding cost me over 3 days?"
Carry trade
"Is this carry trade worth it? Long on Bybit at 0.01% funding, short on Binance at 0.05%, $50k notional, 30 days."
DCA average entry
"I bought BTC at $78k (0.2 BTC), $80k (0.3 BTC), and $82k (0.1 BTC). What's my average entry and breakeven?"
Scale-out plan
"I'm long 1 BTC from $80k. I want to close 30% at $88k, 40% at $92k, 30% at $96k. What's my total P&L?"
Token safety check
"Is this Solana token a rug pull risk? Mint: DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263"
Swap price impact
"How much slippage will I eat swapping 50,000,000 BONK to USDC?"
Bonding curve
"How many tokens do I get buying with 1 SOL on a pump.fun curve that's already raised 20 SOL?"
Market cap comparison
"If I put $1,000 into BONK and it reaches JUP's market cap, what's it worth?"
Wallet flag check
"Is this wallet address flagged for anything? [address]" (Solana or EVM)
Odds converter
"What odds does a 35% probability work out to?"
Market-implied odds
"What does the market think BTC will be worth by year end?"
Prediction market edge
"I think this event is 60% likely but the market prices it at 40%. Should I bet, and how much with a $10k bankroll?"
Options payoff
"What does my BTC call payoff at $90,000? Strike $85,000, premium 0.02 BTC, long 1 contract."
Black-Scholes / IV check
"Is Deribit's BTC-27FEB27-90000-C fairly priced right now?"
Covered call yield
"I hold BTC bought at $80,000. What annualized yield do I get selling a $85,000-strike call for 0.02 BTC, 30 days out?"
Tools (40)
Tool naming follows the workflow.run_* / primitive.* / system.* namespace convention.
Old flat names (pnl, liquidation, etc.) are accepted for backward compatibility. All tools are
free via MCP, no signup; 20 calls/day anonymously, 200/day with a free API key.
| Category | Tools |
|---|---|
| Trade Planning | PnL, break-even, exit target, scenario, DCA entry, scale-out (6) |
| Risk & Margin | Liquidation safety, position sizing, max leverage, risk/reward (4) |
| Funding & Carry | Funding cost, funding arbitrage, compound funding, funding break-even, carry trade (5) |
| Market Structure (Market Profile) | Open analysis, session structure, value migration, breakout acceptance (4) |
| Primitives | Average entry, hedge ratio (2) |
| Integrated Decision | Pre-trade check — sizing + liquidation + breakeven + funding + go/no-go in one call (1) |
| On-chain (Solana + 5 EVM chains, per tool) | Token risk check, swap price impact, bonding curve, market cap comparison, wallet flag check (5) |
| Prediction Markets (Kalshi, Polymarket, ADI Predictstreet crypto categories) | Odds converter, market-implied odds, prediction-market edge, window fair value, cross-venue spread reader (5) |
| Options (Deribit BTC/ETH, coin-settled) | Options payoff & breakeven, Black-Scholes price/Greeks (manual + live), straddle/strangle, covered call/protective put, implied volatility solver (6) |
| System | system.verify — run 35 canonical test vectors, get a pass/fail report; system.pubkey — get the public key to verify signed responses offline (2) |
Full tool-by-tool reference (every input/output schema, request/response examples, per-tool descriptions): docs.tradingcalc.io/api
Formulas normalized across 16 exchanges: Binance, OKX, Bybit, Aster, Hyperliquid, MEXC, KuCoin, Gate, Deribit, Kraken, HTX, WOO, Phemex, Blofin, Backpack, dYdX.
Rate Limits
| Access | Req/day | Price |
|---|---|---|
| Anonymous | 20 | Free |
| Free API key | 200 | Free |
The Service is free. Need a higher-limit key → email s@tradingcalc.io.
Pass key as: Authorization: Bearer <your-api-key>
Self-Verification
Agents can verify all 35 canonical test vectors before trusting results:
{
"jsonrpc": "2.0", "id": 1,
"method": "tools/call",
"params": { "name": "system.verify", "arguments": {} }
}
Response: { "status": "pass", "passed": 35, "failed": 0, "total": 35 }
Live proof: tradingcalc.io/verify
Signed Responses
system.verify proves the formulas are correct. It doesn't prove the specific response you got
wasn't altered by a proxy, cache, or MITM in between. Every tools/call result carries a second
content block signed with ECDSA P-256, plus X-TradingCalc-Signature/Kid/Signed-At headers.
Call system.pubkey (or GET /api/mcp/pubkey) for the public key (PEM + JWK) and the canonical
string format needed to verify offline, no callback required.
Use Cases
- Trading bots: check liquidation price before every trade
- AI agents: deterministic risk calculations without hallucination risk
- Multi-agent systems: drop-in risk management agent in analyst + risk + execution pipelines
- Dashboards: embed calculations programmatically
Why deterministic?
LLMs asked directly give plausible but potentially wrong numbers. TradingCalc MCP returns exact calculations: same inputs always produce the same outputs. No hallucination risk for financial data.
Risk Agent Wrapper
examples/risk-agent-wrapper.ts: a drop-in TypeScript wrapper for risk-gated trade execution.
Integrates with any agent framework (ElizaOS, CrewAI, AutoGen, Hummingbot, Freqtrade).
import { RiskAgent, preTradeGate } from './examples/risk-agent-wrapper';
const agent = new RiskAgent({ apiKey: 'tc_your_key', minLiqDistancePct: 3.0 });
const result = await agent.evaluate({
symbol: 'BTCUSDT', exchange: 'bybit',
side: 'long', entry_price: 83000, stop_loss: 81000,
account_balance: 10000, risk_pct: 1, leverage: 5,
funding_rate: 0.0001, hold_hours: 24,
});
if (result.approved) {
// execute trade: result.recommended_size, result.liquidation_price
} else {
console.log('Rejected:', result.rejection_reason);
}
// Binary gate for execution bots
const ok = await agent.isSafe({ symbol: 'ETHUSDT', side: 'short', ... });
// Standalone function (minimal integration)
const { approved, size, liqPrice } = await preTradeGate({ ... }, 'tc_your_key');
TypeScript SDK
For code-first integrations, use tradingcalc-sdk instead of raw JSON-RPC:
npm install tradingcalc-sdk
import { TradingCalcClient } from 'tradingcalc-sdk';
const tc = new TradingCalcClient({ apiKey: 'tc_your_key' });
// Workflows: orchestrated decisions
const check = await tc.workflows.preTradeCheck({ side: 'long', entry_price: 83000, leverage: 5, funding_rate: 0.0001, account_balance: 5000 });
// Primitives: single formula
const avg = await tc.primitives.averageEntry({ symbol: 'BTCUSDT', input: { fills: [{ price: 83000, quantity: 0.1 }] } });
// System
const report = await tc.system.verify();
tc.call() is available for raw MCP access. Full docs: npmjs.com/package/tradingcalc-sdk
Links
- For agents: tradingcalc.io/for-agents
- Full docs (API & MCP reference, methodology, architecture, changelog): docs.tradingcalc.io
- Verification proof: tradingcalc.io/verify
- Web calculators: tradingcalc.io
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