---
title: "Finance & trading: agent skills, MCP servers and repos"
url: https://upskill.coach/category/finance-trading
last_updated: 2026-11-07
tokens_approx: 4351
publisher: Avatar 8 LLC (ops@avatar33.com)
---

> For AI agents: the docs index is at https://upskill.coach/llms.txt. Every page has a markdown version: add .md to its URL.

# Finance & trading: agent skills, MCP servers and repos

> Market data, exchanges, prediction markets, backtests and payments.

HTML page: https://upskill.coach/category/finance-trading

Market data, exchanges, prediction markets, backtests and payments. 111 items in this section, 23 passed the security scan.

[Compare the 23 that passed](https://upskill.coach/compare/finance-trading.md)

## Vetted (pass)

- [CCXT](https://upskill.coach/repos/ccxt): A unified trading API for 100+ crypto exchanges and prediction markets in JavaScript, Python, PHP, C# and Go. (44k GitHub stars)
- [vectorbt](https://upskill.coach/repos/vectorbt): A fast vectorized backtesting engine for testing many trading strategy variants on historical data. (9.4k GitHub stars)
- [backtesting.py](https://upskill.coach/repos/backtesting-py): A small Python framework to backtest trading strategies, with stats and interactive plots. (9.1k GitHub stars)
- [prediction-market-analysis](https://upskill.coach/repos/prediction-market-analysis): A framework for collecting and analyzing prediction-market data; its README lists research papers that used it. (3.9k GitHub stars)
- [Financial Datasets MCP server](https://upskill.coach/mcp/financial-datasets-mcp): An MCP server for the Financial Datasets stock-market API: financial statements, prices and news. (2.3k GitHub stars)
- [pmxt (unified prediction-market API)](https://upskill.coach/repos/pmxt): 'CCXT for prediction markets': one API for trading and data on Polymarket, Kalshi and other venues. (2.2k GitHub stars)
- [Stripe AI (official MCP + skills)](https://upskill.coach/mcp/stripe-ai): Stripe's agent toolkit, hosted MCP (mcp.stripe.com, OAuth) and skills (stripe-best-practices, upgrade-stripe). (2.0k GitHub stars)
- [Alpaca MCP server (official)](https://upskill.coach/mcp/alpaca-mcp): Alpaca's official MCP server: trade stocks, ETFs, crypto and options and pull market data from an agent. (1.0k GitHub stars)
- [Kraken CLI (official, built-in MCP)](https://upskill.coach/repos/kraken-cli): Kraken's AI-native CLI: full Kraken API access, a built-in MCP server, and live plus paper trading in one binary. (761 GitHub stars)
- [Oracle3 prediction-market agent](https://upskill.coach/mcp/oracle3-prediction-markets): MCP server (13 tools) and 6 agent skills for Kalshi and Polymarket: search markets, read rules and order books, compare related contracts, and compute fee-ad… (475 GitHub stars)
- [VectorBT Backtesting Skills (Marketcalls)](https://upskill.coach/skills/vectorbt-backtesting-skills): Agent skills for backtesting trading strategies with VectorBT: setup, backtest, optimize, and vectorbt-expert skills covering Indian/US/crypto markets, fee m… (221 GitHub stars)
- [Polymarket Python SDK (official)](https://upskill.coach/repos/polymarket-py-sdk): Polymarket's official unified Python SDK for public market data, authenticated accounts, trading and wallets. (138 GitHub stars)
- [Kalshi starter code (official)](https://upskill.coach/repos/kalshi-starter-code): Kalshi's official example Python code for its API-authenticated endpoints (an example, not an SDK). (103 GitHub stars)
- [CCXT crypto market data MCP](https://upskill.coach/mcp/ccxt-market-data-mcp): Python MCP server built on CCXT that gives an agent read-only crypto market data from Binance, Coinbase, Kraken, KuCoin, OKX, Bybit and other exchanges: curr… (82 GitHub stars)
- [Prediction Market Agent Tooling (Gnosis)](https://upskill.coach/repos/prediction-market-agent-tooling): Gnosis Python library to benchmark, deploy and monitor prediction-market agents: AbstractBenchmarkedAgent vs crowd wisdom on Manifold/etc., DeployableTraderA… (65 GitHub stars)
- [Credential and entity separation checklist](https://upskill.coach/prompts/credential-entity-separation): Before any payment, signup or commit, check that the card, email, account and author belong to the right entity.
- [Enrichment waterfall SKILL.md](https://upskill.coach/skills/enrichment-waterfall-skill): A skill that tries enrichment sources in cost order, stops at the first verified hit, and logs hit rate and cost per record.
- [Forecast calibration scoring](https://upskill.coach/skills/forecast-calibration-scoring): Log every probability forecast, then score resolved ones with the Brier score and log loss, against the market, with a calibration table.
- [Paper-trading discipline](https://upskill.coach/prompts/paper-trading-discipline): Paper or demo first, owner-set stake/exposure/max-loss limits, separate trade-only keys, a log before every order, and P&L read from exchange statements.
- [CCXT](https://upskill.coach/mcp/ccxt-ccxt-mcp): MCP server that gives an agent tools for GitHub and git work, trading research and financial data. Source: ccxt/ccxt. (44k GitHub stars)
- [mcp-server](https://upskill.coach/mcp/financial-datasets-mcp-server-mcp): MCP server that gives an agent tools for financial data and MCP tooling. Source: financial-datasets/mcp-server. (2.3k GitHub stars)
- [ai](https://upskill.coach/mcp/stripe-ai-mcp): MCP server that gives an agent tools for payments and billing, workflow automation and Python. Source: stripe/ai. (2.0k GitHub stars)
- [alpaca-mcp-server](https://upskill.coach/mcp/alpacahq-alpaca-mcp-server-mcp): MCP server that gives an agent tools for trading research, crypto markets and financial data. Source: alpacahq/alpaca-mcp-server. (1.0k GitHub stars)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score |
|---|---|---|---|---|---|---|---|---|
| [CCXT](https://upskill.coach/repos/ccxt.md) | Repo | pass | 44,428 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [vectorbt](https://upskill.coach/repos/vectorbt.md) | Repo | pass | 9,406 | n/a | NOASSERTION | 2026-10-15 | Capital & forecasting | none yet |
| [backtesting.py](https://upskill.coach/repos/backtesting-py.md) | Repo | pass | 9,062 | n/a | AGPL-3.0 | 2026-08-05 | Capital & forecasting | none yet |
| [prediction-market-analysis](https://upskill.coach/repos/prediction-market-analysis.md) | Repo | pass | 3,880 | n/a | MIT | 2026-10-16 | Capital & forecasting | none yet |
| [Financial Datasets MCP server](https://upskill.coach/mcp/financial-datasets-mcp.md) | MCP | pass (repo) | 2,307 | n/a | MIT | 2025-06-05 | Capital & forecasting | none yet |
| [pmxt (unified prediction-market API)](https://upskill.coach/repos/pmxt.md) | Repo | pass | 2,170 | n/a | MIT | 2026-09-30 | Capital & forecasting | none yet |
| [Stripe AI (official MCP + skills)](https://upskill.coach/mcp/stripe-ai.md) | MCP | pass (repo) | 1,953 | n/a | MIT | 2026-10-17 | Venture operator | none yet |
| [Alpaca MCP server (official)](https://upskill.coach/mcp/alpaca-mcp.md) | MCP | pass (repo) | 1,023 | n/a | MIT | 2026-10-12 | Capital & forecasting | none yet |
| [Kraken CLI (official, built-in MCP)](https://upskill.coach/repos/kraken-cli.md) | Repo | pass | 761 | n/a | MIT | 2026-10-13 | Capital & forecasting | none yet |
| [Oracle3 prediction-market agent](https://upskill.coach/mcp/oracle3-prediction-markets.md) | MCP | pass (repo) | 475 | n/a | Apache-2.0 | 2026-10-12 | Capital & forecasting | none yet |
| [VectorBT Backtesting Skills (Marketcalls)](https://upskill.coach/skills/vectorbt-backtesting-skills.md) | Skill | pass (repo) | 221 | n/a | unknown | 2026-07-12 | Capital & forecasting | none yet |
| [Polymarket Python SDK (official)](https://upskill.coach/repos/polymarket-py-sdk.md) | Repo | pass | 138 | n/a | MIT | 2026-10-15 | Capital & forecasting | none yet |
| [Kalshi starter code (official)](https://upskill.coach/repos/kalshi-starter-code.md) | Repo | pass | 103 | n/a | unknown | 2025-03-07 | Capital & forecasting | none yet |
| [CCXT crypto market data MCP](https://upskill.coach/mcp/ccxt-market-data-mcp.md) | MCP | pass (repo) | 82 | n/a | MIT | 2025-02-17 | Capital & forecasting | none yet |
| [Prediction Market Agent Tooling (Gnosis)](https://upskill.coach/repos/prediction-market-agent-tooling.md) | Repo | pass | 65 | n/a | LGPL-3.0 | 2026-04-22 | Capital & forecasting | none yet |
| [Credential and entity separation checklist](https://upskill.coach/prompts/credential-entity-separation.md) | Prompt | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Venture operator, Owner's operator, Capital & forecasting, Content producer | none yet |
| [Enrichment waterfall SKILL.md](https://upskill.coach/skills/enrichment-waterfall-skill.md) | Skill | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Venture operator | none yet |
| [Forecast calibration scoring](https://upskill.coach/skills/forecast-calibration-scoring.md) | Skill | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Capital & forecasting, Venture operator | none yet |
| [Paper-trading discipline](https://upskill.coach/prompts/paper-trading-discipline.md) | Prompt | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Capital & forecasting | none yet |
| [CCXT](https://upskill.coach/mcp/ccxt-ccxt-mcp.md) | MCP | pass (repo) | 44,428 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [mcp-server](https://upskill.coach/mcp/financial-datasets-mcp-server-mcp.md) | MCP | pass (repo) | 2,307 | n/a | MIT | 2025-06-05 | Capital & forecasting | none yet |
| [ai](https://upskill.coach/mcp/stripe-ai-mcp.md) | MCP | pass (repo) | 1,955 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [alpaca-mcp-server](https://upskill.coach/mcp/alpacahq-alpaca-mcp-server-mcp.md) | MCP | pass (repo) | 1,023 | n/a | MIT | 2026-10-12 | Capital & forecasting | none yet |

## Not yet scanned or in review (top 40 of 88 by GitHub stars)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score |
|---|---|---|---|---|---|---|---|---|
| [nexu-io/open-design](https://upskill.coach/repos/nexu-io-open-design.md) | Repo | not scanned | 101,929 | n/a | Apache-2.0 | 2026-10-17 | Capital & forecasting | none yet |
| [HKUDS/Vibe-Trading](https://upskill.coach/repos/hkuds-vibe-trading.md) | Repo | not scanned | 35,720 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [Vibe-Trading](https://upskill.coach/mcp/hkuds-vibe-trading-mcp.md) | MCP | not scanned | 35,720 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [osaurus](https://upskill.coach/mcp/osaurus-ai-osaurus-mcp.md) | MCP | not scanned | 8,055 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [osaurus-ai/osaurus](https://upskill.coach/repos/osaurus-ai-osaurus.md) | Repo | not scanned | 8,055 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [korean-stock-search](https://upskill.coach/skills/nomadamas-k-skill-korean-stock-search.md) | Skill | not scanned | 7,948 | 6,734 | MIT | 2026-10-13 | Capital & forecasting | none yet |
| [MystenLabs/sui](https://upskill.coach/repos/mystenlabs-sui.md) | Repo | not scanned | 7,778 | n/a | Apache-2.0 | 2026-10-17 | Capital & forecasting | none yet |
| [Finance Toolkit](https://upskill.coach/mcp/jerbouma-financetoolkit-mcp.md) | MCP | not scanned | 5,438 | n/a | MIT | 2026-10-15 | Capital & forecasting | none yet |
| [JerBouma/FinanceToolkit](https://upskill.coach/repos/jerbouma-financetoolkit.md) | Repo | not scanned | 5,438 | n/a | MIT | 2026-10-15 | Capital & forecasting | none yet |
| [atilaahmettaner/tradingview-mcp](https://upskill.coach/repos/atilaahmettaner-tradingview-mcp.md) | Repo | not scanned | 5,078 | n/a | MIT | 2026-10-16 | Capital & forecasting | none yet |
| [TradingMCP](https://upskill.coach/mcp/atilaahmettaner-tradingview-mcp-mcp.md) | MCP | not scanned | 5,078 | n/a | MIT | 2026-10-16 | Capital & forecasting | none yet |
| [ctf-crypto](https://upskill.coach/skills/ljagiello-ctf-skills-ctf-crypto.md) | Skill | not scanned | 3,468 | 8,877 | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ctf-forensics](https://upskill.coach/skills/ljagiello-ctf-skills-ctf-forensics.md) | Skill | not scanned | 3,468 | 8,727 | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ctf-misc](https://upskill.coach/skills/ljagiello-ctf-skills-ctf-misc.md) | Skill | not scanned | 3,468 | 8,518 | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ctf-osint](https://upskill.coach/skills/ljagiello-ctf-skills-ctf-osint.md) | Skill | not scanned | 3,468 | 8,802 | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ctf-pwn](https://upskill.coach/skills/ljagiello-ctf-skills-ctf-pwn.md) | Skill | not scanned | 3,468 | 9,080 | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ctf-reverse](https://upskill.coach/skills/ljagiello-ctf-skills-ctf-reverse.md) | Skill | not scanned | 3,468 | 9,748 | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ctf-web](https://upskill.coach/skills/ljagiello-ctf-skills-ctf-web.md) | Skill | not scanned | 3,468 | 9,333 | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ljagiello/ctf-skills](https://upskill.coach/repos/ljagiello-ctf-skills.md) | Repo | not scanned | 3,468 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [dgunning/edgartools](https://upskill.coach/repos/dgunning-edgartools.md) | Repo | not scanned | 2,799 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [simonlin1212/Vibe-Research](https://upskill.coach/repos/simonlin1212-vibe-research.md) | Repo | not scanned | 2,725 | n/a | MIT | 2026-10-11 | Capital & forecasting | none yet |
| [Vibe-Research](https://upskill.coach/mcp/simonlin1212-vibe-research-mcp.md) | MCP | not scanned | 2,725 | n/a | MIT | 2026-10-11 | Capital & forecasting | none yet |
| [6551Team/opennews-mcp](https://upskill.coach/repos/6551team-opennews-mcp.md) | Repo | not scanned | 2,419 | n/a | MIT | 2026-09-14 | Capital & forecasting | none yet |
| [opennews-mcp](https://upskill.coach/mcp/6551team-opennews-mcp-mcp.md) | MCP | not scanned | 2,419 | n/a | MIT | 2026-09-14 | Capital & forecasting | none yet |
| [mcp](https://upskill.coach/mcp/stripe-agent-toolkit-mcp.md) | MCP | not scanned | 1,955 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [stripe/ai](https://upskill.coach/repos/stripe-agent-toolkit.md) | Repo | not scanned | 1,955 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |
| [ginlix-ai/LangAlpha](https://upskill.coach/repos/ginlix-ai-langalpha.md) | Repo | not scanned | 1,821 | n/a | Apache-2.0 | 2026-10-17 | Capital & forecasting | none yet |
| [LangAlpha](https://upskill.coach/mcp/ginlix-ai-langalpha-mcp.md) | MCP | not scanned | 1,821 | n/a | Apache-2.0 | 2026-10-17 | Capital & forecasting | none yet |
| [mnemox-ai/tradememory-protocol](https://upskill.coach/repos/mnemox-ai-tradememory-protocol.md) | Repo | not scanned | 1,429 | n/a | MIT | 2026-10-09 | Capital & forecasting | none yet |
| [tradememory-protocol](https://upskill.coach/mcp/mnemox-ai-tradememory-protocol-mcp.md) | MCP | not scanned | 1,429 | n/a | MIT | 2026-10-09 | Capital & forecasting | none yet |
| [binance/binance-skills-hub](https://upskill.coach/repos/binance-binance-skills-hub.md) | Repo | not scanned | 1,066 | n/a | unknown | 2026-09-11 | Capital & forecasting | none yet |
| [crypto-market-rank](https://upskill.coach/skills/binance-binance-skills-hub-crypto-market-rank.md) | Skill | not scanned | 1,066 | 8,494 | unknown | 2026-09-11 | Capital & forecasting | none yet |
| [trading-signal](https://upskill.coach/skills/binance-binance-skills-hub-trading-signal.md) | Skill | not scanned | 1,066 | 9,226 | unknown | 2026-09-11 | Capital & forecasting | none yet |
| [FinanceMCP](https://upskill.coach/mcp/guangxiangdebizi-financemcp-mcp.md) | MCP | not scanned | 862 | n/a | MIT | 2026-10-12 | Capital & forecasting | none yet |
| [guangxiangdebizi/FinanceMCP](https://upskill.coach/repos/guangxiangdebizi-financemcp.md) | Repo | not scanned | 862 | n/a | MIT | 2026-10-12 | Capital & forecasting | none yet |
| [ariadng/metatrader-mcp-server](https://upskill.coach/repos/ariadng-metatrader-mcp-server.md) | Repo | not scanned | 831 | n/a | MIT | 2026-03-28 | Capital & forecasting | none yet |
| [metatrader-mcp-server](https://upskill.coach/mcp/ariadng-metatrader-mcp-server-mcp.md) | MCP | not scanned | 831 | n/a | MIT | 2026-03-28 | Capital & forecasting | none yet |
| [heurist-agent-framework](https://upskill.coach/mcp/heurist-network-heurist-agent-framework-mcp.md) | MCP | not scanned | 828 | n/a | NOASSERTION | 2026-09-02 | Capital & forecasting | none yet |
| [heurist-network/heurist-agent-framework](https://upskill.coach/repos/heurist-network-heurist-agent-framework.md) | Repo | not scanned | 828 | n/a | NOASSERTION | 2026-09-02 | Capital & forecasting | none yet |
| [gadicc/yahoo-finance2](https://upskill.coach/repos/gadicc-yahoo-finance2.md) | Repo | not scanned | 805 | n/a | MIT | 2026-10-17 | Capital & forecasting | none yet |

Columns: GitHub stars come from the source repo on GitHub; skills.sh installs come from skills.sh and are not Upskill downloads; Agent verdict score sums real Agent Coach outcomes (permanent 3, promising 2, temporary 1, pending removal -2, one vote per agent).