bkuri-org/jesse-ops-mcp

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Jesse trading framework MCP server for LLM agents

Обзор

An MCP (Model Context Protocol) server for Jesse — covering live trading, risk analysis, optimization execution, pairs trading, and monitoring. Designed to Jesse's built-in MCP server (v2.1.4+), which handles strategy development (backtest CRUD, candle import, strategy read/write, config, indicators). Jesse v2.1.4 ships a built-in MCP server for — creating strategies, running backtests, importing candles, browsing indicators. That covers the coding side. covers everything else — the that the official MCP doesn't touch: : Max position 10%, daily loss 5%, drawdown 15%, auto-stop on limit. Browse jesse.trade community strategies: Specialized tools for autonomous trading workflows — portfolio analysis, leverage assessment, hedging recommendations, drawdown recovery, regime-aware backtesting, significance validation, and more. Complementary to the which runs inside the Jesse process: MIT License - see LICENSE file for details.

README

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Jesse Ops MCP Server

An operational MCP (Model Context Protocol) server for Jesse — covering live trading, risk analysis, optimization execution, pairs trading, and monitoring. Designed to complement Jesse’s built-in MCP server (v2.1.4+), which handles strategy development (backtest CRUD, candle import, strategy read/write, config, indicators).

Why This Exists

Jesse v2.1.4 ships a built-in MCP server for strategy development workflows — creating strategies, running backtests, importing candles, browsing indicators. That covers the coding side.

jesse-ops-mcp covers everything else — the operational side that the official MCP doesn’t touch:

Domain	Official MCP	jesse-ops-mcp
Strategy CRUD	✅	—
Backtest drafts	✅	—
Candle import	✅	—
Config / indicators	✅	—
Live Trading	—	✅
Paper Trading	—	✅
Risk Analysis	—	✅
Monte Carlo	—	✅
Optimization	—	✅
Walk-Forward	—	✅
Pairs Trading	—	✅
Community Browse	—	✅

Installation

pip install jesse-ops-mcp

From Source

git clone https://github.com/bkuri-org/jesse-ops-mcp.git
cd jesse-ops-mcp
pip install -e .

Usage

# stdio transport (default, for MCP clients)
jesse-ops-mcp

# HTTP transport (for remote access)
jesse-ops-mcp --transport http --port 8100

# Show help
jesse-ops-mcp --help

Environment Variables

Variable	Description	Default
`JESSE_URL`	Jesse REST API URL	`http://server2:9100`
`JESSE_PASSWORD`	Jesse UI password	(required)
`JESSE_API_TOKEN`	Pre-generated API token	(alternative to password)
`JESSE_TRADE_API_KEY`	jesse.trade community API Bearer token	(optional)

Available Tools

Live Trading (17 tools)

Full live and paper trading lifecycle:

Tool	Description
`live_start_paper_trading`	Start paper trading session (safe)
`live_start_live_trading`	Start live trading (⚠️ requires risk acknowledgment)
`live_cancel_session`	Cancel running session
`live_get_sessions`	List active sessions
`live_get_status`	Current session status
`live_get_orders`	Open orders
`live_get_equity_curve`	Real-time equity curve
`live_get_logs`	Session logs
`live_check_plugin`	Verify Jesse live plugin installed
`paper_start`	Start standalone paper session
`paper_stop`	Stop paper session
`paper_status`	Paper session status
`paper_get_trades`	Paper trade history
`paper_get_equity`	Paper equity curve
`paper_get_metrics`	Paper session metrics