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Fintools

PyPI version License: MIT

Fintools gives AI assistants a local market-analysis toolbelt: computed quotes, trend context, technical levels, screens, options context, sizing math, candidate ranking, and repeatable playbooks.

The public package in this repository is a lightweight connector and documentation hub. It lets Claude, Codex, Cursor, or another MCP-compatible assistant prove that Fintools can run locally and fetch basic quote data. The full Fintools MCP package is a paid local download that contains the complete read-only market-analysis desk.

Fintools is not a broker, signal service, hedge fund, raw-data vendor, or investment adviser. It does not place trades. The point is simple: the AI writes around tool output instead of inventing market numbers.

What Fintools MCP Includes

The paid Fintools MCP package includes the full local toolbelt:

Area Tools
Market / price context get_stock_quote, get_market_snapshot
Technical analysis get_technical_indicators, get_trend_score, get_support_resistance
Screening / ranking screen_stocks, find_breakouts, winner_similarity_scan, compare_tickers
Options context analyze_options_chain, get_option_quote
Risk / sizing calculate_position_size, calculate_atr_position
Trade analytics analyze_trades
Ops / data source get_data_source_stats

The buyer package also includes playbooks, sample reports, setup notes, guardrails, and report structure so the assistant gives useful market context with explicit caveats.

Get Fintools MCP:

https://whop.com/fintools/fintools-mcp/

Founding code:

FOUNDING

Public Connector Quick Start

The public connector is useful for testing MCP wiring before buying or installing the full package.

pip install fintools-mcp

Add it to Claude Code:

claude mcp add fintools -- uvx --from fintools-mcp fintools-mcp

Ask:

Check the Fintools connection.

Then ask:

Get a basic quote for SPY.

If you ask the public connector for the full market-analysis toolbelt, it returns upgrade_required instead of pretending to compute something it does not include.

Docs

Page What it covers
Introduction What Fintools is, what it is not, and why it exists
Quick Start Install the public connector, connect an MCP client, and verify the setup
Paid Package What ships in the paid Fintools MCP package
Guardrails Read-only design, no trade recommendations, and "not checked" caveats
MCP Setup Claude Code, Claude Desktop, Cursor, Codex CLI, Windows, and reload checks
Media Kit Screenshot and demo-clip checklist for GitHub, Whop, and launch posts

Guides

Guide What it shows
Market Health Check Asking about broad market context without hallucinated numbers
Candidate Scan Finding and triaging names with Fintools MCP workflows
Watchlist Review Reviewing existing names and surfacing what changed
Options Context Separating market setup from options-chain context

Broker Boundary

Fintools is broker-agnostic. Users can layer their own broker API, broker MCP, or account system into the same AI assistant workflow for live account data, positions, executable quotes, options-chain vetting, order routing, fills, and realized P&L. That broker layer is separate from Fintools.

Use Fintools for market context and research. Use your broker API/MCP or account system for broker truth and any execution workflow. Fintools itself remains read-only and does not place trades.

Development

git clone https://github.com/slimbiggins007/fintools-mcp.git
cd fintools-mcp
uv sync
uv run python -m fintools_mcp
uv run pytest

License

The public connector in this repository is MIT licensed. The paid Fintools MCP package is distributed separately.

About

Financial analysis tools for AI assistants via MCP — technical indicators, options analysis, position sizing, and trade statistics

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