MCP servers for banking & fintech

Banks and fintech companies lead the way in API standardisation (PSD2, open banking) — and that carries over into the MCP ecosystem. Payment providers such as Stripe and Mollie now offer official MCP servers that let AI assistants look up payments, manage customers or create invoices. For banks themselves: be extra critical about authentication and scopes before giving an AI model access to financial data.

Watch out in this sector

Financial MCP servers can often write (create payments, issue refunds). Use read-only API keys or sandbox environments where possible, and keep a human in the loop on every transaction. See Security & watchouts.

12 servers · last verified 2026-07-06 · Official = built and maintained by the vendor itself

Adyen MCP Server

Official

by Adyen (NL)

Adyen's official MCP server (alpha) for building payment integrations via natural language; first iteration supports the Checkout API and Management API: payment sessions, payment links, cancellations and refunds.

Capabilities: create payment sessions · manage payment links · cancellations · refunds · Checkout API

Authentication
Adyen API key with specific roles (Merchant PAL webservice, Checkout webservice, Management API permissions); live URL prefix for production
Use cases
Build Adyen payment integrations faster, Automate refund/cancellation workflows, Manage payment links conversationally

⚠ Alpha status; limited to two APIs so far; local deployment only (no hosted remote server yet).

Documentation / source →

bunq Partner MCP

Official

by bunq (NL)

Official bunq MCP server for the bunq Partner API: 41 tools across user provisioning/OAuth, KYC onboarding, monetary accounts and payments, cards, compliance inquiries, webhooks and session management.

Capabilities: user provisioning · KYC/onboarding · accounts & payments · card management · compliance inquiries

Authentication
bunq Partner API key (sandbox or production) via BUNQ_API_KEY/BUNQ_ENV; request signing handled automatically
Use cases
Drive embedded-banking partner onboarding conversationally, Provision users and accounts, Compliance status checks

⚠ Early stage (few commits, no releases as of research date); requires Partner API access - not for regular consumers; test in sandbox first.

Documentation / source →

Klarna Product Search MCP

Official

by Klarna

Klarna's official Product Search MCP server powering agentic commerce (e.g. the Klarna Shopping Search app in ChatGPT) with live data on 100M+ products and 400M+ merchant listings across 13 markets; part of Klarna's open Agentic Product Protocol.

Capabilities: product search · live pricing · stock/availability · multi-merchant offers

Authentication
Hosted/partner access via Klarna merchant onboarding
Use cases
AI shopping assistants, Product discovery for agents, BNPL checkout for agents via Stripe Shared Payment Tokens

⚠ Shopping/discovery server, not a merchant back-office tool; ecosystem announcements from May-June 2026, still evolving fast.

Documentation / source →

Mollie MCP Server

Official

by Mollie (NL)

Mollie's official hosted MCP server (mcp.mollie.com/mcp), a proxy on the public API covering Payments, Payment Links, Balances, Settlements, Customers, Subscriptions, Mandates, Invoices, Captures, Methods, Terminals and Webhooks.

Capabilities: Payments API · Payment Links · Balances · Settlements · Customers

Authentication
Advanced access token (organization token) with scopes, via MOLLIE_API_OAUTH_ORG_TOKEN
Use cases
Create payment links via chat, Query settlements and balances, Manage subscriptions

⚠ A broadly scoped org token grants broad power - manage scopes carefully. Mollie also publishes docs.mollie.com/llms.txt for AI agents.

Documentation / source →

PayPal MCP / Agent Toolkit

Official

by PayPal

PayPal's official MCP server, available as hosted remote (mcp.paypal.com, sandbox mcp.sandbox.paypal.com) and local npx package (@paypal/mcp), covering payments, invoices, disputes, subscriptions, shipment tracking, catalog and analytics.

Capabilities: payments · refunds · invoices incl. bulk invoicing · disputes · subscriptions

Authentication
Remote: OAuth with PayPal client credentials; local: access token via environment variable
Use cases
Bulk invoice generation, Refund and dispute handling, Subscription management

⚠ Standard PayPal transaction fees apply; test in sandbox first. Toolkit also supports OpenAI Agent SDK, LangChain and Vercel AI SDK (TS + Python).

Documentation / source →

Plaid Dashboard MCP

Official

by Plaid

Plaid's official MCP server aimed at developers/integrators: brings Plaid dashboard tooling (diagnostics, logs, Link conversion analysis) into AI agents rather than exposing end-user bank data.

Capabilities: integration diagnostics · log inspection · Plaid Link conversion analysis · support tooling

Authentication
Plaid developer/dashboard credentials
Use cases
Debug Plaid integrations from an AI client, Analyze Link conversion, Build internal support tools

⚠ This is developer/ops tooling, not personal bank data access; for the latter see community servers like bank-mcp.

Documentation / source →

Ramp MCP

Official

by Ramp

Ramp's official open-source MCP server on the Developer API; implements a mini ETL pipeline with in-memory SQLite so LLMs can analyze larger spend/transaction datasets.

Capabilities: spend data retrieval · transaction analysis · in-memory SQL analysis · reporting tasks

Authentication
OAuth client credentials (client ID + secret with scopes from the Ramp developer page)
Use cases
Spend management analysis, Corporate card transaction reporting, Finance ops automation

⚠ Analysis-oriented; grant scopes carefully. Ramp also publishes llms.txt machine-readable docs.

Documentation / source →

Stripe MCP

Official

by Stripe

Stripe's official remote MCP server (mcp.stripe.com) exposing the Stripe API and knowledge base to AI agents: payments, refunds, invoices, subscriptions, payment links, disputes and documentation search.

Capabilities: stripe_api_read · stripe_api_write · create_refund · search_stripe_resources · search_stripe_documentation

Authentication
OAuth (recommended) or restricted API key as Bearer token; Stripe-Account header for connected accounts
Use cases
Manage payments and refunds from an AI client, Create invoices and payment links, Revenue and churn analysis

⚠ Remote-only. Stripe explicitly recommends human confirmation of tool calls and warns about prompt-injection when combined with other MCP servers; use restricted keys, never secret keys.

Documentation / source →

bank-mcp

Community

by elcukro (community)

Self-hosted, read-only-by-design MCP server giving AI assistants access to bank accounts via Plaid, Teller, Enable Banking and Tink (15,000+ institutions, including Dutch banks like ING, Rabobank and ABN AMRO via EU aggregators).

Capabilities: balances · transactions · spending breakdowns · liabilities · investments

Authentication
API credentials of the chosen aggregator (Plaid/Teller/Enable Banking/Tink)
Use cases
Query personal or business bank accounts in natural language, Spending analysis across banks, Read-only PSD2-style access to Dutch/EU banks

⚠ Community project; no write methods by design (no transfers). Dutch bank coverage depends on the aggregator (Enable Banking/Tink for EU).

Documentation / source →

Brex MCP Server

Community

by Dennison Bertram (community)

Community MCP server for the Brex API providing read-only access to accounts, transactions and budgets, optimized for safe small responses with projection, batching and rate limiting.

Capabilities: account information · transaction analysis · budget monitoring

Authentication
Brex API token
Use cases
Expense and budget monitoring from an AI client, Transaction analysis

⚠ Community project; no official Brex MCP server found as of July 2026; read-only.

Documentation / source →

bunq-mcp (community)

Community

by Wilco Kruijer (community)

Community MCP server for bunq personal accounts: list accounts, get transactions and payment requests, and create payment requests and payments.

Capabilities: bunqAccounts · getTransactions · getRequestInquiries · createPaymentRequest · createPayment

Authentication
bunq personal API key
Use cases
Query bunq balances and transactions from Claude, Create payment requests

⚠ Can initiate real payments - high risk without human-in-the-loop; not built by bunq itself.

Documentation / source →

Wise MCP (mcp-wise)

Community

by 2060.io / sergeiledvanov (community)

Community MCP gateways for the Wise API: account management, transfers, exchange rates, invoicing and recipients (2060-io variant is the most complete; sergeiledvanov offers a simplified recipients-only server).

Capabilities: account management · transfers · exchange rates · invoicing · recipients

Authentication
Wise API token
Use cases
Check FX rates and balances, Manage recipients, Automate cross-border transfer workflows

⚠ No official Wise MCP server found as of July 2026; initiating transfers via community code is at your own risk.

Documentation / source →

Frequently asked questions

Can AI assistants really execute payments through MCP?

Yes — some official MCP servers (such as Stripe's) include tools that can create payments or refunds. That is why it is crucial to restrict scopes, use sandbox environments and keep human approval mandatory for write actions.

Do banks offer official MCP servers yet?

Most retail banks do not offer official public MCP servers yet (bunq has a Partner API MCP). Open-banking APIs (PSD2) and community servers can bridge the gap — with appropriate safeguards.

Last updated: