{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-trade-agent","slug":"trade-agent","name":"Trade Agent","type":"mcp","url":"https://github.com/Trade-Agent/trade-agent-mcp","page_url":"https://unfragile.ai/trade-agent","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-trade-agent__cap_0","uri":"capability://tool.use.integration.mcp.based.stock.trade.execution","name":"mcp-based stock trade execution","description":"Executes stock market trades through the Model Context Protocol (MCP) interface, enabling LLM agents and applications to place buy/sell orders on connected brokerage accounts. The capability integrates with Trade Agent's backend API to route trade requests through authenticated broker connections, handling order validation, execution confirmation, and error handling within the MCP message protocol framework.","intents":["I want my AI agent to execute stock trades based on market analysis without manual intervention","I need to integrate real-time trading capabilities into an LLM-powered financial application","I want to standardize trade execution across multiple broker APIs using a single MCP interface"],"best_for":["AI agent developers building autonomous trading systems","FinTech teams integrating LLM-driven trading into existing platforms","Quant developers prototyping algorithmic trading agents with language models"],"limitations":["Requires active Trade Agent account with broker authentication — no paper trading mode documented","MCP protocol adds latency overhead compared to direct broker API calls; order execution speed depends on Trade Agent backend responsiveness","No built-in order validation or risk management guardrails — relies on calling application to implement position limits and loss prevention","Limited to brokers supported by Trade Agent platform; cannot directly integrate with arbitrary broker APIs"],"requires":["Trade Agent account with authenticated broker connection","MCP client implementation (e.g., Claude SDK with MCP support, or custom MCP client)","API credentials for Trade Agent service","Network connectivity to Trade Agent backend"],"input_types":["structured trade parameters (symbol, quantity, order type, price)","JSON-formatted order specifications"],"output_types":["order confirmation with execution details","trade status updates","error messages with failure reasons"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_1","uri":"capability://tool.use.integration.mcp.based.cryptocurrency.trade.execution","name":"mcp-based cryptocurrency trade execution","description":"Executes cryptocurrency trades (buy/sell orders for digital assets) through the MCP interface, connecting LLM agents to crypto exchange accounts via Trade Agent's backend. Handles crypto-specific order types (limit, market, stop-loss) and manages wallet/exchange account routing, with support for multiple blockchain networks and trading pairs.","intents":["I want my AI agent to trade cryptocurrencies based on on-chain analysis and market signals","I need to integrate crypto trading into a multi-asset LLM trading agent alongside stocks","I want to execute cross-exchange arbitrage trades programmatically through an AI agent"],"best_for":["Crypto-native developers building AI trading bots","DeFi protocol teams integrating LLM-driven trading strategies","Developers building multi-asset portfolio management agents"],"limitations":["Crypto exchange support limited to exchanges integrated with Trade Agent platform","No direct smart contract interaction — trades execute on centralized exchanges only, not on-chain DEXs","Wallet management and private key handling delegated to Trade Agent backend; no local key custody option","Execution speed depends on exchange API rate limits and Trade Agent backend queue processing"],"requires":["Trade Agent account with connected crypto exchange API keys (e.g., Binance, Coinbase, Kraken)","MCP client with crypto trading support","Sufficient account balance and trading permissions on connected exchange"],"input_types":["cryptocurrency pair identifiers (e.g., BTC/USD, ETH/USDC)","order parameters with crypto-specific fields (network, gas settings if applicable)","JSON trade specifications"],"output_types":["trade execution confirmation with transaction hash or order ID","real-time trade status updates","wallet balance updates post-execution"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_2","uri":"capability://tool.use.integration.trade.order.status.monitoring.and.callbacks","name":"trade order status monitoring and callbacks","description":"Monitors the status of submitted trades in real-time and provides status updates through MCP callback mechanisms or polling. Tracks order lifecycle (pending, filled, partially filled, cancelled, rejected) and notifies the calling LLM application of state changes, enabling agents to react to execution outcomes and adjust subsequent trading decisions.","intents":["I want my trading agent to know when an order has been filled so it can execute follow-up trades","I need to track partial fills and adjust position sizing dynamically based on actual execution","I want to implement conditional logic that triggers on order status changes (e.g., cancel if not filled within N seconds)"],"best_for":["Developers building reactive trading agents that adapt to execution outcomes","Teams implementing multi-leg trading strategies requiring order sequencing","Builders creating trading dashboards that reflect real-time order state"],"limitations":["Status updates latency depends on Trade Agent backend polling frequency — not true real-time streaming","No built-in order timeout or auto-cancel logic; application must implement timeout handling","Callback mechanism details not documented — may require polling via separate MCP calls rather than push notifications","Limited historical order data retention; old orders may not be queryable after certain period"],"requires":["Active trade order submitted through Trade Agent MCP","MCP client supporting callback/subscription patterns or polling loop","Persistent connection or polling mechanism to Trade Agent backend"],"input_types":["order ID or trade reference identifier","optional filter parameters (status type, time range)"],"output_types":["order status object with filled quantity, average price, fees","status change events/notifications","execution details (timestamp, partial fills breakdown)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_3","uri":"capability://tool.use.integration.multi.broker.account.abstraction.and.routing","name":"multi-broker account abstraction and routing","description":"Abstracts multiple connected brokerage and exchange accounts behind a unified MCP interface, automatically routing trade requests to the appropriate account based on asset type, available liquidity, or explicit account selection. Handles account authentication, credential management, and broker-specific protocol translation transparently to the calling LLM agent.","intents":["I want to trade stocks and crypto from different brokers using a single agent interface","I need to route orders to the broker with best execution price or lowest fees","I want to manage multiple accounts (personal, fund, client) from one trading agent"],"best_for":["Multi-asset traders managing accounts across different brokers","Wealth management platforms consolidating client trading across institutions","Developers building broker-agnostic trading infrastructure"],"limitations":["Account routing logic is opaque — no visibility into which broker was selected or why","No built-in account rebalancing or portfolio-level optimization across accounts","Broker-specific features and order types may not be uniformly supported across all connected accounts","Account switching latency depends on Trade Agent backend account lookup and authentication refresh"],"requires":["Multiple broker/exchange accounts authenticated with Trade Agent","Trade Agent account with multi-broker integration enabled","Account identifiers or selection parameters in trade requests"],"input_types":["account identifier or selection criteria","trade parameters (symbol, quantity, order type)","optional routing hints (preferred broker, fee threshold)"],"output_types":["trade confirmation with executing broker/account details","account balance and position data","broker-specific order confirmation details"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_4","uri":"capability://data.processing.analysis.portfolio.position.and.balance.querying","name":"portfolio position and balance querying","description":"Queries current portfolio state including open positions, cash balances, buying power, and asset holdings across all connected accounts. Returns structured position data with real-time or near-real-time market values, enabling LLM agents to make informed trading decisions based on current portfolio composition and available capital.","intents":["I want my trading agent to check current positions before deciding whether to buy or sell","I need to query available buying power to ensure orders don't exceed account limits","I want to analyze portfolio composition and rebalance based on current holdings"],"best_for":["Developers building portfolio-aware trading agents","Risk management systems that enforce position limits","Rebalancing and asset allocation agents"],"limitations":["Position data may be delayed by 15-60 seconds depending on broker data feed latency","Market values calculated using last-known prices; intraday volatility not reflected in real-time","No built-in position aggregation across accounts — requires application logic to sum positions","Unrealized P&L calculations depend on broker's cost basis tracking accuracy"],"requires":["Authenticated Trade Agent account with connected brokers","MCP client capable of making data query requests","Network connectivity to Trade Agent backend"],"input_types":["account identifier (optional; defaults to all accounts)","optional filter parameters (asset type, symbol)"],"output_types":["structured position objects with quantity, entry price, current value","account balance and buying power","unrealized P&L and performance metrics","JSON-formatted portfolio snapshot"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_5","uri":"capability://data.processing.analysis.trade.history.and.execution.analytics","name":"trade history and execution analytics","description":"Retrieves historical trade execution data including filled orders, execution prices, fees, and performance metrics. Provides analytics on trade outcomes (win rate, average profit/loss, slippage) enabling LLM agents to evaluate strategy performance and optimize future trading decisions based on historical execution patterns.","intents":["I want to analyze my trading agent's historical performance to identify profitable strategies","I need to calculate realized P&L and fees for tax reporting","I want to measure execution quality (slippage, fill rates) across different order types"],"best_for":["Developers backtesting and optimizing trading agent strategies","Compliance and accounting teams tracking trade execution for reporting","Traders analyzing execution quality and market impact"],"limitations":["Historical data retention limited by Trade Agent backend — older trades may not be queryable","Analytics calculations are basic (P&L, fees); no advanced metrics like Sharpe ratio or max drawdown","No built-in data export for external analysis tools — requires manual API calls to extract data","Trade history may not include cancelled or rejected orders, limiting failure analysis"],"requires":["Completed trades in Trade Agent account history","MCP client with data query capabilities","Time range parameters for historical queries"],"input_types":["date range filters","optional symbol or account filters","aggregation parameters (daily, weekly, monthly)"],"output_types":["trade execution records with timestamps, prices, quantities","performance metrics (realized P&L, win rate, average trade size)","fee and commission breakdowns","CSV or JSON export formats"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_6","uri":"capability://tool.use.integration.order.type.and.parameter.validation","name":"order type and parameter validation","description":"Validates trade order parameters (symbol, quantity, price, order type) before submission, checking for broker-specific constraints, market hours restrictions, and account-level limits. Returns validation errors with specific guidance on correcting invalid parameters, preventing rejected orders and failed executions.","intents":["I want to validate order parameters before submitting to avoid rejected trades","I need to check if a symbol is tradeable on my connected broker","I want to ensure order quantities meet minimum lot sizes and maximum position limits"],"best_for":["Developers building robust trading agents with error handling","Risk management systems enforcing position and order limits","Teams preventing costly order rejections and failed executions"],"limitations":["Validation is synchronous and may add latency to order submission flow","Broker-specific constraints may change without Trade Agent updating validation rules","No real-time market hours validation — assumes standard market hours without holiday awareness","Validation does not check for sufficient margin or buying power — only parameter format validation"],"requires":["Trade Agent account with broker connections","MCP client capable of making validation requests","Order parameters to validate"],"input_types":["order parameters object (symbol, quantity, price, order type, account)","optional validation scope (strict, permissive)"],"output_types":["validation result (pass/fail)","error messages with specific constraint violations","corrected parameter suggestions"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_7","uri":"capability://data.processing.analysis.market.data.and.price.quote.retrieval","name":"market data and price quote retrieval","description":"Retrieves current market prices, bid/ask spreads, and trading volume for stocks and cryptocurrencies. Provides real-time or near-real-time quotes enabling LLM agents to make price-aware trading decisions and calculate optimal order prices based on current market conditions.","intents":["I want my trading agent to check current prices before deciding on order prices","I need to calculate slippage estimates based on current bid/ask spreads","I want to avoid stale prices that could result in poor execution"],"best_for":["Developers building price-aware trading agents","Market-making and arbitrage bots requiring real-time quotes","Risk management systems calculating position values"],"limitations":["Quote latency depends on broker data feed — may be 15-60 seconds delayed for stocks, variable for crypto","Bid/ask spreads may not reflect actual execution prices due to market impact and order size","No historical price data or OHLCV candles — only current quotes","Quote availability limited to symbols tradeable on connected brokers"],"requires":["Trade Agent account with market data subscription (if required by broker)","MCP client with data query capabilities","Valid symbol identifiers for requested assets"],"input_types":["symbol identifier (e.g., AAPL, BTC/USD)","optional quote type (bid/ask, last trade, volume)"],"output_types":["current price (bid, ask, last trade)","trading volume","timestamp of quote","JSON-formatted quote object"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trade-agent__cap_8","uri":"capability://safety.moderation.risk.management.and.position.limit.enforcement","name":"risk management and position limit enforcement","description":"Enforces configurable position limits, maximum loss thresholds, and portfolio-level risk constraints at the Trade Agent backend level. Prevents orders that would violate risk parameters, automatically rejecting or modifying orders to stay within defined risk boundaries without requiring agent-side enforcement logic.","intents":["I want to prevent my trading agent from taking positions larger than my risk tolerance","I need to enforce maximum daily loss limits to prevent catastrophic losses","I want to limit concentration risk in any single asset or sector"],"best_for":["Risk-conscious traders deploying autonomous agents","Institutional teams managing client capital with strict risk policies","Developers building production trading systems with safety guardrails"],"limitations":["Risk limit configuration details not documented — unclear how granular constraints can be","No real-time risk monitoring dashboard — limits enforced silently at order submission","Enforcement is order-level only; no portfolio-level rebalancing or hedging recommendations","Daily loss limits reset on calendar day, not trading day — may not align with market hours"],"requires":["Trade Agent account with risk management features enabled","Configured risk parameters (position limits, max loss, concentration limits)","MCP client submitting orders through Trade Agent"],"input_types":["risk parameter configuration (position size limits, max loss percentage, concentration limits)","order submission (validated against configured limits)"],"output_types":["order acceptance or rejection with reason","modified order parameters if auto-adjustment is enabled","risk constraint violation alerts"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":26,"verified":false,"data_access_risk":"high","permissions":["Trade Agent account with authenticated broker connection","MCP client implementation (e.g., Claude SDK with MCP support, or custom MCP client)","API credentials for Trade Agent service","Network connectivity to Trade Agent backend","Trade Agent account with connected crypto exchange API keys (e.g., Binance, Coinbase, Kraken)","MCP client with crypto trading support","Sufficient account balance and trading permissions on connected exchange","Active trade order submitted through Trade Agent MCP","MCP client supporting callback/subscription patterns or polling loop","Persistent connection or polling mechanism to Trade Agent backend"],"failure_modes":["Requires active Trade Agent account with broker authentication — no paper trading mode documented","MCP protocol adds latency overhead compared to direct broker API calls; order execution speed depends on Trade Agent backend responsiveness","No built-in order validation or risk management guardrails — relies on calling application to implement position limits and loss prevention","Limited to brokers supported by Trade Agent platform; cannot directly integrate with arbitrary broker APIs","Crypto exchange support limited to exchanges integrated with Trade Agent platform","No direct smart contract interaction — trades execute on centralized exchanges only, not on-chain DEXs","Wallet management and private key handling delegated to Trade Agent backend; no local key custody option","Execution speed depends on exchange API rate limits and Trade Agent backend queue processing","Status updates latency depends on Trade Agent backend polling frequency — not true real-time streaming","No built-in order timeout or auto-cancel logic; application must implement timeout handling","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.28,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:04.050Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=trade-agent","compare_url":"https://unfragile.ai/compare?artifact=trade-agent"}},"signature":"C3Hp7uJDc7YIxmwWzbHSBblBF+2LYusrJB38gMlGLc48VSqFYxZcnaqEXBIJTo1NWJmZng4yjCGpLFd1rtgKCw==","signedAt":"2026-06-21T15:42:20.429Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/trade-agent","artifact":"https://unfragile.ai/trade-agent","verify":"https://unfragile.ai/api/v1/verify?slug=trade-agent","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}