Last updated
May 4, 2026
MCP profile
Smithery Hollaugo Financial Research Mcp Server
Analyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi…
Finance & PaymentsRemoteOpen SourceExternal
Visibility
Public
ByRegistry
About This MCP Server
This repository contains multiple agent implementations, each demonstrating different architectural patterns and use cases:
A comprehensive research agent powered by Bright Data's web scraping infrastructure, featuring dual AI agent implementations.
An exploration of the Mastra framework for multi-LLM orchestration and agent management.
Capabilities
This repository contains multiple agent implementationseach demonstrating different architectural patterns and use cases:
Tools & Endpoints
Example Workflow
• Framework: Smithery + FastMCP
• Development Tools: MCP playground and testing environment
• Financial Integration: Example financial server implementation
• Testing: Comprehensive test suite and examples
• Documentation: Development guides and examples
• Smithery for MCP development
• FastMCP for server implementation
• Testing frameworks for validation
• Development tooling and playgrounds
• MCP server development
• Protocol testing and validation
• Financial data integration examples
What Problems It Solves
- Programmatic Tool Calling (PTC): Claude writes Python code that orchestrates tool calls in a sandbox
- Tool Search: Dynamic tool discovery with defer_loading for efficient context usage
- MCP Integration: Tool Search combined with MCP servers via mcp_toolset
- Real-World Examples: Financial data tools using yfinance
- Token Savings: Up to 98% reduction in token usage for complex tasks
- Anthropic Claude API (Sonnet 4.5)
- Beta headers: advanced-tool-use-2025-11-20
- FastMCP for MCP server implementation
- Python + yfinance for financial data
- ngrok for MCP server tunneling
- 01_ptc_token_savings.py - Programmatic Tool Calling with token comparison
- 02_tool_search.py - Tool Search with 10 deferred financial tools
Specifications
Status
live
Industry
Finance & Payments
Category
General
Server type
Remote
License
Open Source
Verified
Yes
Requirements
- Python 3.9+ (some projects require newer; see each project README)
- Valid API keys for respective services
- Slack workspace access (for Slack integrations)
- Environment variable configuration
Hosting
Hosting Options
- Remote
Performance
Usage
Quick Reference
- Name
- Smithery Hollaugo Financial Research Mcp Server
- Function
- Analyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi…
- Transport
- Remote
- Source
- External (Registry)
- License
- Open Source
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