AgentIndex icon
AgentIndex
trading_skills logo
trading_skills
★ 386
vs
fastapi_mcp logo
fastapi_mcp
★ 12.0k

trading_skills vs fastapi_mcp

trading_skills: Trading Skills collapses multiple trading tools into a single conversational interface powered by Claude. It provides real-time market data, technical analysis, options Greeks, risk metrics, and portfolio management for Interactive Brokers users. The project supports both Claude Code/Cursor and MCP server for Claude Desktop.; fastapi_mcp: FastAPI-MCP allows you to expose your existing FastAPI endpoints as Model Context Protocol (MCP) tools. It offers native integration with FastAPI, including built-in authentication using existing dependencies, and preserves schemas and documentation.

01

TL;DR

trading_skills logo
trading_skillsDev Tooling · ★ 386

Retail options traders who sell premium, run PMCCs, or manage covered calls

Read trading_skills full review →
fastapi_mcp logo
fastapi_mcpDev Tooling · ★ 12.0k
When to choose:
  • You already have a FastAPI application and want to expose its endpoints as MCP tools while reusing your existing FastAPI authentication dependencies and Swagger schemas.
  • You want to mount the MCP server directly onto your ASGI app or deploy it separately under an MIT license.
When to skip:
  • You are building a standalone MCP server from scratch rather than wrapping a FastAPI app; use FastMCP or the official MCP Python SDK.
  • You need an actively updated repository (last push was November 2025).
Read fastapi_mcp full review →
02

Side-by-Side Comparison

Field
trading_skills logotrading_skills
fastapi_mcp logofastapi_mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 386
★ 12.0k
License
MIT
MIT
Install Command
git clone https://github.com/staskh/trading_skills.git && cd trading_skills && uv sync
uv add fastapi-mcp
Updated
2d ago
11mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-trading, claude, claude-skills
FastAPI, MCP, Python
03

Features

trading_skills logotrading_skills
01Real-time market data including stock quotes, option chains, and earnings calendar
02Technical analysis with RSI, MACD, Bollinger Bands, and correlation matrix
03Option scanners for bullish trends and PMCC suitability
04Portfolio management with Interactive Brokers integration (positions, rolls, reports)
05Comprehensive PDF/markdown reports with trend and fundamental analysis
fastapi_mcp logofastapi_mcp
01Authentication built in, using your existing FastAPI dependencies!
02FastAPI-native: Not just another OpenAPI -> MCP converter
03Zero/Minimal configuration required
04Preserving schemas of your request models and response models
05Flexible deployment - Mount your MCP server to the same app, or deploy separately
04

Use Cases

trading_skills logotrading_skills
↳Retail options traders who sell premium, run PMCCs, or manage covered calls
↳Self-directed investors wanting quick fundamental and technical scans without switching tools
↳Python-literate traders who want to extend the analysis with custom scripts
fastapi_mcp logofastapi_mcp
↳Integrating FastAPI services as tools for large language models (LLMs) that support MCP.
↳Enabling LLMs to interact with and utilize existing business logic and data exposed via FastAPI.
↳Quickly exposing authenticated FastAPI APIs as discoverable and usable tools within an MCP ecosystem.
05

Best For

trading_skills logotrading_skills
—
fastapi_mcp logofastapi_mcp
Most PopularEssential
FAQ

FAQ

What is the difference between trading_skills and fastapi_mcp?
Both trading_skills and fastapi_mcp are in the Dev Tooling category. trading_skills has 386 stars, while fastapi_mcp has 12.0k stars.
Which is better, trading_skills or fastapi_mcp?
The best choice depends on your use case. Choose trading_skills if Retail options traders who sell premium, run PMCCs, or manage covered calls, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is trading_skills free or open source?
Yes, trading_skills is open source on GitHub (MIT).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
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