Skip to main content

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: 0.16.0

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
    }
  }
}

⚙️ 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.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

emerald_exchange-0.16.1.tar.gz (87.0 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

emerald_exchange-0.16.1-py3-none-any.whl (104.1 kB view details)

Uploaded Python 3

File details

Details for the file emerald_exchange-0.16.1.tar.gz.

File metadata

  • Download URL: emerald_exchange-0.16.1.tar.gz
  • Upload date:
  • Size: 87.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.4

File hashes

Hashes for emerald_exchange-0.16.1.tar.gz
Algorithm Hash digest
SHA256 c229c114d4a9683e4ad92b0e0a99aaa23197059c421b0db06295e43153503ac1
MD5 7fcfd5e4bb00bebdb3a3432a63a2fa5d
BLAKE2b-256 9436aa63ed75dfb828b0b76c10ed074261ad2427bb9999cc5c258037bc304659

See more details on using hashes here.

File details

Details for the file emerald_exchange-0.16.1-py3-none-any.whl.

File metadata

File hashes

Hashes for emerald_exchange-0.16.1-py3-none-any.whl
Algorithm Hash digest
SHA256 35d4e319c8720941bd0eadb391ac783cdf0498c88403259a47478cd0e71de9c0
MD5 6df0a4c99dec15ea24f1595186ec28f3
BLAKE2b-256 1169d84341d3114ac4a12aea12fe0a0c83d2b4bab5eec14c4ef1569d890f21e5

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page