"Understanding Crypto Execution in Financial Markets" matching MCP servers:

A minimal MCP server that exposes Gemini's web and multimodal understanding (video, audio, document, image) through five dedicated tools.

Enables AI agents to interact with the Execute.run bot API for managing Shell balances, transferring funds, and executing LLM requests. It provides tools for identity verification, transaction tracking, and performing compute tasks through the Execute.run platform.

Enables AI agents to maintain persistent, inspectable understanding through typed, revisable updates, and to coordinate multi-agent work via shared graph-based stigmergy.

Provides AI agents with real-time prediction market odds from Polymarket and Kalshi, enabling them to browse active markets, retrieve detailed probabilities and trading data, and discover trending markets via x402 micropayments.

Verifies AI agent completion claims by checking that claimed output files exist and are fresh, acting as a lightweight physical telemetry gate.

An MCP server that helps AI coordinate sequential tool calls and maintain a comprehensive journal of execution workflows, decisions, and actions.

Enables querying New York Fed markets data—repo and reverse repo auctions, securities lending, SOMA holdings, reference rates, and primary dealer statistics—through MCP tools without an API key.

Enables AI agents to retrieve live Hong Kong monetary data (HKMA Base Rate, HIBOR fixings, USD/HKD peg band) via typed tools, no API key needed.

Enables local video inspection and offline transcription with timestamped JSON and Markdown output, enforced filesystem boundaries, and reproducible content-addressed caching.

Enables MCP-aware agents to initiate M-Pesa B2C/B2B payouts, query transaction status, validate phone numbers, and reconcile M-Pesa statements against ledger CSVs to surface discrepancies, plus structured lookups for county public data and KRA tax helpers. It runs in sandbox mode by default, uses idempotency keys for safe retries, and stays read-only for reconciliation and lookups.

Records all MCP tool interactions in a centralized ledger, enabling developers to trace, replay, inspect, and audit AI agent workflows.

MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

MCP server to fetch Japanese financial laws and regulations from the e-Gov API, preventing hallucinations in Claude's responses. Supports 9 domains including Financial Instruments and Exchange Act, Banking Act, etc.

An MCP server that exposes CoinGecko crypto market data as tools — get spot prices and find cross-exchange arbitrage spreads without needing an API key.

Enables querying the Gibraltar Prediction Market Regulations 2026 in plain English via MCP clients, returning exact cited regulation text.

The first blockchain & cryptocurrency MCP server that connects AI agents to Ethereum, Solana, Bitcoin, and cryptocurrency markets.

Enables AI agents to fetch live crypto prices and market data, convert between crypto and fiat, track EVM gas fees, value portfolios, calculate profit/loss, and view historical charts and trending metrics with zero configuration required.

Enables agents to compute exact Uniswap v3 Q64.96 tick math, quotes, and liquidity fees, simulate MEV sandwich vulnerability, model multi-hop flashloan arbitrage profits, and project Base L2 blob gas costs. Tools are metered per call in USDC via an x402 HTTP 402 challenge settled on Base L2, so an agent can verify net profitability before executing a trade.

Enables querying cryptocurrency prices and performing basic financial calculations like USD to CLP conversion and loss percentage.

Provides access to real-time currency exchange rates, live stock market data via Alpha Vantage, and local transaction analysis from CSV databases. It enables AI assistants to perform currency conversions, stock comparisons, and budget tracking through natural language.