Which integrations are available for this server?

Integrates with AWS Marketplace via Amazon Bedrock Agent Action Groups, enabling listing, automated provisioning, and usage-based metering of the multi-agent advisory suite. Integrates with Google Cloud Marketplace via Vertex AI Extensions, providing a manifest for deploying and metering the agent suite on GCP. Generates synchronization payloads for HubSpot CRM, enabling automatic logging of client engagement data and executive briefings. Integrates with Salesforce AppExchange through Agentforce Topics & Actions, and also generates turnkey sync payloads for Salesforce Financial Services Cloud to update client records with advisory briefings.

How do I use MarketAgentHub?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@MarketAgentHub Run portfolio analysis, compliance audit, and bilingual client briefing for account 4521." That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

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MarketAgentHub

by asadullah48

Overview Schema Related Servers Score Discussions

Python

Remote

🚀 MarketAgentHub: Marketplace-Ready Multi-Agent Suite

Version License Python Tests Marketplace Ready A2A Compatible

MarketAgentHub is an institutional-grade, multi-agent artificial intelligence platform engineered for turnkey deployment, packaging, and monetization across the world's leading enterprise marketplaces:

AWS Marketplace (Amazon Bedrock Agent Action Groups)
Google Cloud Marketplace (Vertex AI Extensions)
Microsoft Azure Marketplace (Azure AI Agent Service)
Salesforce AppExchange (Agentforce Topics & Actions)

📑 Table of Contents

Related MCP server: MCP Business AI Transformation

🏛️ Architectural Overview

MarketAgentHub executes an autonomous, regulated financial advisory pipeline. Each agent specializes in a distinct vertical while collaborating over a standardized Agent-to-Agent (A2A) event bus:

graph TD
    Client[Marketplace Subscriber / External System] --> Gateway[FastAPI Gateway / MCP Server]
    Gateway --> Metering[Marketplace Metering Engine]
    
    subgraph Multi-Agent Autonomous Pipeline
        Metering --> Portfolio[1. PortfolioAgent<br/>Quantitative Analytics & Rebalancing]
        Portfolio --> Compliance[2. ComplianceAgent<br/>SEC, FINRA, MiFID II, GDPR Audit]
        Compliance --> Engagement[3. ClientEngagementAgent<br/>Bilingual Executive Briefing EN / AR]
    end
    
    Engagement --> Output[Delivered Advisory Briefing + CRM Sync]
    
    subgraph Marketplace Adapters & Metering
        Gateway -.-> AWS[AWS Bedrock Action Groups]
        Gateway -.-> GCP[Google Vertex AI Extensions]
        Gateway -.-> Azure[Azure AI Agent Service]
        Gateway -.-> SFDC[Salesforce Agentforce Topics]
    end

🤖 Core Agent Trio

1. 📈 `PortfolioAgent`

Role: Quantitative investment analysis, risk modeling, and asset rebalancing.
Capabilities:
- Calculates total portfolio valuation and percentage allocation by asset class and sector.
- Estimates Sharpe ratios, daily Value at Risk (VaR 95%), and annualized volatility.
- Evaluates client target risk profiles (CONSERVATIVE, MODERATE, GROWTH, AGGRESSIVE).
- Generates automated capital rebalancing recommendations (e.g. trimming equity overconcentration, cash drag optimization).

2. 🛡️ `ComplianceAgent`

Role: Real-time legal and regulatory auditing across major financial jurisdictions.
Capabilities:
- SEC Reg-BI (Best Interest): Validates suitability and disclosure transparency.
- FINRA Rule 2111 & Rule 2210: Enforces risk-tolerance alignment and senior investor protections.
- MiFID II Suitability: Confirms institutional variance and diversification ceilings.
- GDPR Art. 17 & PII Scrubbing: Redacts sensitive data (SSN, emails, accounts) before logging.
- Issues cryptographic audit trail IDs (AUDIT-SEC-XXXXXX) and legally mandated disclaimers.

3. 💬 `ClientEngagementAgent`

Role: Multilingual client communication and CRM synchronization.
Capabilities:
- Synthesizes executive briefings in English and pristine, native Arabic (ar).
- Adapts tone for high-net-worth individuals, institutional boards, and retail investors.
- Generates turnkey sync payloads for Salesforce Financial Services Cloud (FSC) and HubSpot CRM.

🌐 Multi-Marketplace Packaging & Adapters

MarketAgentHub includes production adapters for seamless listing and automated provisioning:

Marketplace	Agent Artifact	Metering Dimension	Adapter Module
AWS Marketplace	Bedrock Action Group (OpenAPI 3.0)	`AgentTaskInvocations`	`marketagenthub.adapters.aws`
Google Cloud Marketplace	Vertex AI Extension Manifest	`marketagenthub.googleapis.com/invocations`	`marketagenthub.adapters.gcp`
Microsoft Azure Marketplace	Azure AI Tool Functions	`StandardExecutionUnits`	`marketagenthub.adapters.azure`
Salesforce AppExchange	Agentforce Autonomous Topic & Actions	`ActiveSubscriberSeats`	`marketagenthub.adapters.salesforce`

💰 Monetization & Revenue Potential

MarketAgentHub provides a multi-stream monetization model suitable for SaaS ISVs, consulting partners, and FinTech enterprises:

┌────────────────────────────────────────────────────────────────────────┐
│                        Monetization Strategy                           │
├────────────────────────────────────────────────────────────────────────┤
│ 1. SaaS Subscriptions:                                                 │
│    • Starter Tier:    $499 / month  (up to 2,500 advisory executions)   │
│    • Pro Tier:        $1,999 / month (up to 25,000 executions)          │
│    • Enterprise Tier: $4,999 / month (up to 100,000 executions + SLA)  │
│                                                                        │
│ 2. Usage-Based Metering (Overage):                                     │
│    • $0.15 per end-to-end multi-agent advisory run                     │
│    • $0.05 per standalone regulatory compliance audit                   │
│                                                                        │
│ 3. Marketplace Private Offers (AWS CPPO / Azure Private Plans):        │
│    • Custom multi-year enterprise contracts ($50k - $250k ARR)          │
│    • Drawdown against cloud customer pre-committed spend (MACC / EDP)   │
│                                                                        │
│ 4. White-Label & Resale:                                               │
│    • Reusable agent components embeddable into wealth management apps  │
└────────────────────────────────────────────────────────────────────────┘

🔄 A2A & MCP Protocol Interoperability

All agents support the Agent-to-Agent (A2A) message envelope:

Discovery Endpoint: GET /.well-known/agent.json
A2A Invocations: POST /api/v1/a2a/message
Standardized Payloads: JSON Schema contracts with cryptographic audit trails.

⚡ Quickstart & Local Installation

Prerequisites

Python >=3.10

1. Clone & Setup

git clone https://github.com/fintech-intel/marketagenthub.git
cd marketagenthub
pip install -r requirements.txt

2. Launch Local Server

uvicorn marketagenthub.server:app --reload --port 8000

Visit the interactive Swagger UI at: http://localhost:8000/docs

🐳 Docker & Kubernetes Deployment

Run with Docker Compose

docker-compose up -d --build

Deploy to Kubernetes with Helm

helm install marketagenthub ./helm -n agents --create-namespace

🔌 API Reference

Health & Discovery

GET /healthz - Health probe endpoint
GET /readyz - Readiness probe endpoint
GET /.well-known/agent.json - A2A Agent Discovery Manifest

Cloud Marketplace Adapters

GET /api/v1/adapters/{cloud} - Retrieve OpenAPI/Tool schema for aws, azure, gcp, or salesforce

Multi-Agent Orchestration

POST /api/v1/orchestrate - Execute complete advisory, compliance, and briefing pipeline.

Example Request:

{
  "customer_id": "cust-enterprise-01",
  "client_profile": {
    "risk_tolerance": "MODERATE",
    "age": 42
  },
  "holdings": [
    {"symbol": "AAPL", "shares": 50, "price": 180.0, "sector": "Technology"},
    {"symbol": "BND", "shares": 100, "price": 75.0, "sector": "Fixed Income"},
    {"symbol": "USD", "shares": 1500, "price": 1.0, "sector": "Cash"}
  ],
  "language": "ar"
}

🧪 Verification & Automated Tests

Execute the complete pytest suite:

pytest tests/ -v

Output:

tests/test_agents.py::test_portfolio_agent_moderate PASSED
tests/test_agents.py::test_portfolio_agent_empty PASSED
tests/test_agents.py::test_compliance_agent_audit PASSED
tests/test_agents.py::test_compliance_pii_scrubbing PASSED
tests/test_agents.py::test_engagement_agent_english PASSED
tests/test_agents.py::test_engagement_agent_arabic PASSED
tests/test_marketplace.py::test_full_pipeline_flow_balanced PASSED
tests/test_marketplace.py::test_full_pipeline_flow_warnings PASSED
tests/test_marketplace.py::test_pipeline_unlicensed PASSED
tests/test_marketplace.py::test_metering_engine_quota PASSED
tests/test_marketplace.py::test_cloud_adapters_schemas PASSED
tests/test_server.py::test_healthz PASSED
tests/test_server.py::test_readyz PASSED
tests/test_server.py::test_a2a_manifest PASSED
tests/test_server.py::test_adapter_endpoint_aws PASSED
tests/test_server.py::test_orchestration_api PASSED
tests/test_server.py::test_a2a_message_endpoint PASSED
============================= 17 passed in 0.50s ==============================

🌍 Arabic Documentation

For full documentation in Arabic, see README.ar.md.

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