A curated list of Model Context Protocol (MCP) tools, servers, and agents specifically designed for Financial Analysis, Algorithmic Trading, and Wealth Management.
"Logic Over Luck. Code Over Hope."
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The Model Context Protocol (MCP) is an open standard that enables AI models (like Claude 3.5 Sonnet, GPT-4o, or Cursor) to securely interact with local and remote financial data sources, Excel models, and trading APIs without custom integration for every agent.
In the finance world, MCP acts as the standardized connector between the LLM's reasoning and the hard logic of market data.
- mcp-expense-approval - [Tutorial] Automating business expense validation and multi-agent approval workflows.
- mcp-server-yahoo-finance - Official MCP server for real-time stock quotes, historical data, and financial statements via Yahoo Finance.
- mcp-sina-finance - [Tutorial] How to build a custom MCP server for A-Share market data (Sina/EastMoney).
- mcp-sales-assistant - [Comparison] Evaluating AI Sales Assistants vs AI Lead Scoring Agents for revenue optimization.
- mcp-lead-scoring - [Tutorial] Intent-aware lead prioritization and CRM enrichment for sales teams.
- mcp-crm-automation - [Benchmark] Comparing AI agents for HubSpot and Salesforce orchestration in 2026.
- mcp-legal-audit - [Tutorial] Automated risk detection and clause extraction for investment agreements.
- mcp-quant-connect - Connect your AI agent to QuantConnect for backtesting.
- mcp-doc-audit - [Benchmark] Comparing AI agents for complex PDF/Annual Report parsing in 2026.
- mcp-log-audit - [Tutorial] AI agents for DevOps observability and financial infrastructure monitoring.
- mcp-excel-bridge - Let AI read and write complex financial models directly in
.xlsx.
- mcp-news-triage - [Case Study] Using AI agents to filter and categorize market-moving news via Webhooks.
- mcp-meeting-audit - [Tutorial] Transforming meeting audio into auditable financial records and TODOs.
We focus on building Personal Sovereign Wealth Systems using AI.
- [Bible] LangGraph Memory and Checkpointing: Stateful Agents for Finance - 3380+ words durability guide.
- [Bible] How to Build an AI Expense Approval Agent: Automating Business Governance - 3200+ words enterprise finance guide.
- [Bible] AI Sales Assistant vs AI Lead Scoring Agent: Choosing Your Revenue Engine - 3500+ words revenue strategy comparison.
- [Bible] CrewAI vs AutoGen for AI Workflow Automation: The Ultimate 2026 Comparison - 8000+ words framework showdown.
- [Bible] How to Build an AI Vendor Management Agent: Enterprise Procurement Tutorial - 3500+ words SAP integration guide.
- [Bible] How to Build an AI Trading Agent: A Step-by-Step Tutorial (2026 Edition) - 4000+ words engineering guide.
- [Core] How to Build an AI Research Agent (ArXiv + Finance) - 3000+ words deep dive.
- [Strategy] The 10,000,000 RMB Roadmap: Compounding Logic for Engineers
- [Tool] Interactive Compound Interest Visualizer
This is a community-driven list. If you've built or found an MCP server that helps with financial engineering, please open a PR!
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