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mfarhan0304

MarketMind MCP

by mfarhan0304
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Python
Remote

MarketMind MCP

A financial research MCP server built with FastMCP, Pydantic v2, and LangGraph.

Exposes 4 tools over the Model Context Protocol that any MCP-compatible client (Claude Desktop, Cursor, etc.) can call. Includes a LangGraph workflow that chains the tools into a multi-step research pipeline.

Tools

Tool

Description

get_stock_quote

Latest price, change %, and volume for a ticker

get_historical_prices

OHLC price history for a given period

compute_rsi

RSI indicator with overbought/oversold classification

generate_research_report

Streams an AI analyst report token-by-token via MCP progress notifications

Related MCP server: Finance MCP Server

Prerequisites

  • Python 3.11+

  • uv

  • OpenAI API key (for generate_research_report)

Setup

git clone https://github.com/your-username/marketmind-mcp
cd marketmind-mcp
uv sync
cp .env.example .env
# Add your OPENAI_API_KEY to .env

Usage

Run as MCP server (connect to Claude Desktop)

uv run marketmind

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "marketmind": {
      "command": "uv",
      "args": ["run", "marketmind"],
      "cwd": "/path/to/marketmind-mcp"
    }
  }
}

Once connected, Claude Desktop can call all 4 tools. generate_research_report streams the analyst report token-by-token via MCP progress notifications — the report appears in real-time as it is written.

Run the LangGraph workflow directly (CLI)

uv run python -m marketmind.workflow NVDA

Example output:

Researching NVDA...

[market_node]  NVDA  $924.18  (+2.51%)
[market_node]  RSI(14): 55.61  → neutral
[news_node]    5 headlines fetched

========================================================
  RESEARCH REPORT: NVDA
  Generated: 2026-03-16 05:57 UTC
========================================================

Summary
  NVIDIA continues to exhibit strong bullish momentum, driven by accelerating
  data centre GPU demand and positive earnings revisions.

Price Action
  NVDA is up 2.51% today at $924.18, breaking above the 20-day moving average
  on above-average volume.

Momentum
  RSI(14) at 55.6 signals healthy momentum without approaching overbought territory.

News Context
  Recent headlines highlight record Blackwell GPU shipments and expanded
  hyperscaler contracts.

Outlook: BULLISH

For informational purposes only. Not financial advice.

Inspect tools interactively

uv run fastmcp inspect src/marketmind/server.py

Opens the FastMCP inspector in your browser — lets you call any tool manually and inspect inputs, outputs, and schemas.

Run Tests

uv run pytest -v

45 tests covering business correctness, input security, and workflow resilience.

Stack

Layer

Technology

MCP server

fastmcp 3.x

Schema validation

pydantic v2

Orchestration

langgraph

LLM

openai (GPT-4o)

Market data

yfinance

News

Yahoo Finance RSS via feedparser + httpx

Install Server
F
license - not found
A
quality
D
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Tools

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