Which integrations are available for this server?

Uses OpenAI's API to generate AI analyst reports streamed via MCP progress notifications.

How do I use MarketMind MCP?

1. Click on "Deploy 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., "@MarketMind MCP Research NVDA stock" 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.

MarketMind MCP

by mfarhan0304

Overview Schema Source Related Servers Discussions Admin

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`

Available Tools

4 tools

compute_rsiA

Compute the Relative Strength Index (RSI) for a stock.

Returns the RSI value (0–100) and a signal:

overbought: RSI ≥ 70 (potential sell pressure)
oversold: RSI ≤ 30 (potential buy opportunity)
neutral: RSI between 30 and 70

Inputs: symbol (required), period. Returns: rsi, period, signal, symbol

generate_research_reportA

Generate a streaming AI research report for a stock.

Fetches the latest quote, RSI(14), price history, and recent news concurrently, then streams a narrative analyst report token-by-token via MCP progress notifications — so the client sees output as it is written rather than waiting for the full response.

Returns the complete report text when finished.

Inputs: symbol (required). Returns: result

get_historical_pricesA

Retrieve OHLC price history for a stock over a given period.

Inputs: symbol (required), period, interval. Returns: bars, period, symbol, interval

get_stock_quoteB

Get the latest price, daily change %, and trading volume for a stock.

Inputs: symbol (required). Returns: price, symbol, volume, timestamp, +1 more

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.9/5.0

Scored 2026-07-06 12:35 across 4 tools

Disambiguation5/5

Each tool targets a distinct aspect of stock research: current quote, historical prices, RSI indicator, and a comprehensive research report. No overlapping functionality.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern in snake_case (compute_rsi, generate_research_report, get_historical_prices, get_stock_quote), making the set predictable and easy to navigate.

Tool Count4/5

With 4 tools, the server is focused and each tool serves a clear purpose. While slightly lean for a research domain, the number is appropriate for the stated scope.

Completeness4/5

The tool set covers core stock research needs: quote, history, RSI, and a report that aggregates data and news. Missing standalone news or fundamental data, but the report compensates, so only minor gaps exist.

Maintenance

ActivityInactive

ResponsivenessNo recent community issues

Resources

Related MCP Connectors

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markets.bobby
Free public stock research, market context, and comparisons for AI agents.
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sh.gloom.api
Financial data MCP server for Claude, ChatGPT, Cursor and Codex. Real-time stock quotes, financial statements, options flow, SEC filings, insider trades, 13F holdings, macro data and market news from gloom.sh, the open-source Bloomberg Terminal alternative.
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Tauric
ai.tauric
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FinboltB
com.getfinbolt
SEC-filed company financials with filing citations, plus market data, for AI agents
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311
https://api.getfinbolt.com/mcp

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MarketMind MCP

Tools

Prerequisites

Setup

Usage

Run as MCP server (connect to Claude Desktop)

Run the LangGraph workflow directly (CLI)

Inspect tools interactively

Run Tests

Stack

Available Tools

Tool Schema Changelog

TDQS

Maintenance

Resources

Related MCP Connectors

Related MCP Servers

MCP Yahoo Finance

Finance MCP Server

Stock Analysis MCP Server

Yahoo Finance MCP Server