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Emerald Exchange — Unified Finance MCP Server with fully abstracted exchange backends for equities, crypto, and derivatives trading. CONCEPT:EE-001

Project description

Emerald Exchange - API | MCP | A2A

PyPI - Version MCP Server

Version: 0.18.0

Documentation — Installation, deployment, usage across the API, CLI, and MCP interfaces, the A2A agent server, and the trading configuration schema are maintained in the official documentation.

Overview

Emerald Exchange is a unified Finance MCP Server providing fully abstracted exchange backends for equities, crypto, and derivatives trading. All trading functionality is tool-driven via MCP, with built-in financial hardening controls (OS-5.1).

Key Features:

  • 5 Exchange Backends: Paper (default), Alpaca (FREE), CCXT (100+ exchanges), Freqtrade
  • 6 MCP Tool Domains: market-data, orders, portfolio, risk, signals, strategy
  • Financial Hardening: Paper-first default, Kelly criterion position sizing, circuit breakers, kill switch
  • Config-Driven: All settings via ~/.config/agent-utilities/config.json

Architecture

flowchart TB
    A["Agent / IDE"] --> B["emerald-exchange MCP"]
    B --> C["Risk Guard (OS-5.1)"]
    C --> D{"Exchange Router"}
    D --> E["Paper Backend (Default)"]
    D --> F["Alpaca Backend (FREE)"]
    D --> G["CCXT Backend (Binance/Coinbase/Kraken)"]
    D --> H["Freqtrade Backend"]

    style B fill:#10B981,stroke:#065F46,color:#fff
    style C fill:#EF4444,stroke:#991B1B,color:#fff
    style E fill:#6366F1,stroke:#4338CA,color:#fff

MCP Tools

Domain Tool Name Actions Tag
Market Data emerald_market_data quote, historical, exchanges market-data
Orders emerald_orders submit, cancel, status, halt, resume orders
Portfolio emerald_portfolio positions, account portfolio
Prediction Markets emerald_prediction_markets kalshi_events, polymarket_events, open_meteo_ensemble prediction-markets
Risk emerald_risk status, drawdown_check, daily_loss_check, kelly, limits risk
Signals emerald_signals regime, alpha, fuse signals
Strategy emerald_strategy list, promote, export strategy

Exchange Backends

Backend Assets Paper Live Free
Paper All
Alpaca Equities, Crypto
CCXT (Binance) Crypto
CCXT (Coinbase) Crypto
CCXT (Kraken) Crypto
Freqtrade Crypto
Prediction Markets (Kalshi/Polymarket) Events/Weather

Financial Hardening (OS-5.1)

Control Default
Trading Mode Paper (must explicitly opt into live)
Max Position Size 2% of portfolio (Kelly criterion)
Max Portfolio Drawdown 10% auto-halt
Max Daily Loss 3% auto-halt
Regime Shift Detection KS-test auto-halt
Human Approval for Live Required
Kill Switch emerald_orders(action="halt")

Usage

MCP Configuration

stdio Mode

{
  "mcpServers": {
    "emerald-exchange": {
      "command": "uv",
      "args": ["run", "--with", "emerald-exchange", "emerald-exchange"],
      "env": {}
    }
  }
}

Streamable HTTP Mode

emerald-exchange --transport streamable-http --port 8100

Configuration

All trading settings are configured via ~/.config/agent-utilities/config.json:

{
  "trading": {
    "default_mode": "paper",
    "default_exchange": "alpaca",
    "exchanges": {
      "alpaca": {
        "enabled": true,
        "api_key_env": "ALPACA_API_KEY",
        "api_secret_env": "ALPACA_SECRET_KEY",
        "base_url": "https://paper-api.alpaca.markets"
      }
    },
    "risk_limits": {
      "max_position_pct": 0.02,
      "max_portfolio_drawdown_pct": 0.10,
      "max_daily_loss_pct": 0.03,
      "require_human_approval_live": true
    }
  }
}

Additional Deployment Options

emerald-exchange can also run as a local container (Docker / Podman / uv) or be consumed from a remote deployment. The Deployment guide has full, copy-paste mcp_config.json for all four transports — stdio, streamable-http, local container / uv, and remote URL:

  • Local container / uv — launch the server from mcp_config.json via uvx, docker run, or podman run, or point at a local streamable-http container by url.
  • Remote URL — connect to a server deployed behind Caddy at http://emerald-exchange-mcp.arpa/mcp using the "url" key.

⚙️ Dynamic Tool Selection & Visibility

This MCP server supports dynamic toolset selection and visibility filtering at runtime. This allows you to restrict the set of exposed tools in order to prevent blowing up the LLM's context window.

You can configure tool filtering via multiple input channels:

  • CLI Arguments: Pass --tools or --toolsets (or their disabled counterparts --disabled-tools and --disabled-toolsets) during startup.
  • Environment Variables: Define standard environment variables:
    • MCP_ENABLED_TOOLS / MCP_DISABLED_TOOLS
    • MCP_ENABLED_TAGS / MCP_DISABLED_TAGS
  • HTTP SSE Request Headers: Pass custom headers during transport initialization:
    • x-mcp-enabled-tools / x-mcp-disabled-tools
    • x-mcp-enabled-tags / x-mcp-disabled-tags
  • HTTP SSE Request Query Parameters: Append query parameters directly to your transport connection URL:
    • ?tools=tool1,tool2
    • ?tags=tag1

When query strings or parameters are supplied, an LLM-free Knowledge Graph resolution layer (using DynamicToolOrchestrator) matches query intents against known tool tags, names, or descriptions, with safe fallback and automated 24-hour background cache refreshing.


Installation

pip install emerald-exchange           # Core + paper backend
pip install emerald-exchange[alpaca]   # + Alpaca equities
pip install emerald-exchange[crypto]   # + CCXT crypto
pip install emerald-exchange[prediction_markets] # + Kalshi & Polymarket
pip install emerald-exchange[all]      # Everything

Docker

docker compose -f docker/compose.yml up -d

Documentation

The complete documentation is published as the official documentation site and is the recommended reference for installation, deployment, and day-to-day operation.

Page Contents
Installation pip, source, extras, prebuilt Docker image
Deployment run the MCP and agent servers, Compose, Caddy + Technitium, env config
Usage the MCP tools, the Python API, the cockpit CLI
Overview enterprise features, tool surface, architecture
Configuration Schema the trading config block and backend matrix
Concepts concept registry (CONCEPT:EE-*)

AGENTS.md is the canonical contributor/agent guidance.

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