sebastienrousseau

pain001-mcp

Community sebastienrousseau
Updated

Generate & validate ISO 20022 pain.001 payment files from Claude Desktop, Cursor & other MCP clients — pain.001 v03-v12, pain.008, SEPA SCT/SDD/INST, cross-border rulebook checks. Part of the ISO 20022 MCP Suite.

pain001-mcp

Model Context Protocol server exposing the pain001 ISO 20022 payment library as 16 first-class agent tools.

Contents

Getting started

  • What is pain001-mcp? — the problem it solves
  • Install — PyPI, virtualenv, Docker
  • Quick start — register with Claude Desktop in 30 seconds

Library reference

  • Tools — the 16 tools, one resource, one prompt
  • Using the tools — call them in-process from Python
  • The pain001 suite — core lib, MCP server, LSP server

Operational

  • When not to use pain001-mcp — honest boundaries
  • Development — gates, make targets
  • Security — sandboxing posture
  • Documentation — examples, guides
  • Contributing — how to get changes in
  • License — Apache-2.0

What is pain001-mcp?

The Model Context Protocol (MCP) isan open standard that lets AI agents discover and call external tools ina uniform way. pain001-mcp is the MCP server that turns thepain001 ISO 20022payment library into 16 first-class agent tools — so an assistant cangenerate and validate pain.001 Customer Credit Transfer Initiationand pain.008 Customer Direct Debit Initiation messages (thestandardised payment instructions behind SEPA and cross-border credittransfers) directly from a conversation.

Every tool is a thin, typed wrapper over the pain001 public API(validators, schema loaders, generate_xml_string, parsers, the versionmapper, the ISO 20022 charset sanitiser), so all interfaces behaveidentically to the CLI, REST API, and in-tree MCP server. Tools returnJSON-serialisable data; on a validation error they return an{"error": ...} payload rather than raising.

Concern How pain001-mcp handles it
Transport stdio (FastMCP default); zero config beyond the client manifest
Schema fidelity Tools delegate to pain001's XSD-validated generator
Identifier validation validate_identifier checks IBAN (ISO 13616 / mod-97) and BIC
Cross-version mapping migrate_records round-trips data between pain.001.001.03 and .12
Charset compliance sanitize_to_iso20022_charset transliterates outside-set characters
Error surface Validation failures return structured {"error": ...}, never tracebacks

Install

Channel Command Notes
PyPI pip install pain001-mcp Pulls in pain001 >= 0.0.53 + MCP SDK
Source git clone https://github.com/sebastienrousseau/pain001-mcp && cd pain001-mcp && poetry install For development
Docker (GHCR) docker pull ghcr.io/sebastienrousseau/pain001-mcp:latest Multi-arch (linux/amd64, linux/arm64); runs pain001-mcp over stdio

Requires Python 3.10 or later. Works on macOS, Linux, and Windows.

Using an isolated virtual environment (recommended)
python -m venv venv
source venv/bin/activate        # macOS/Linux
venv\Scripts\activate           # Windows
python -m pip install -U pain001-mcp

Quick start

Register the server with any MCP client (Claude Desktop shown):

{
  "mcpServers": {
    "pain001": { "command": "pain001-mcp" }
  }
}

That's it. Restart the client and the 16 tools are available to theagent. To check the server starts cleanly before wiring an editor:

pain001-mcp --help
# -> usage: pain001-mcp [-h] ...

The server speaks LSP-style JSON-RPC over stdin/stdout — it is meant tobe launched by an MCP client, not used interactively.

Tools

All 16 tools delegate to the pain001 public API, so they behaveidentically to the CLI and REST API.

Tool Purpose
list_supported_versions List the supported pain.001 / pain.008 message versions
get_required_fields Required input fields for a message type
get_input_schema Full input JSON Schema for a message type
inspect_template Template metadata + accepted formats for a message type
validate_records Validate flat records against a message type
validate_payment_data Same as above, JSON-RPC-friendly signature
validate_payment_scheme Run a scheme rulebook (sepa-sct, sepa-sdd, sepa-inst, sepa-b2b, xborder-ct)
validate_identifier Validate an IBAN or BIC
validate_xml_against_schema Validate an XML payload against its bundled XSD without writing to disk
generate_payment_file Generate a payment XML file from records + a path
generate_message Generate a validated XML message and return the string
generate_message_async Async variant of generate_message for long batches
generate_message_from_file Render directly from a CSV path on disk
list_supported_formats List the data formats pain001 can load (CSV, SQLite, JSON, JSONL, Parquet)
parse_camt053 Parse a camt.053 bank statement XML into structured data
parse_pain002 Parse a pain.002 payment-status report XML into structured data
migrate_records Migrate flat records between pain.001 schema versions
sanitize_to_iso20022_charset Transliterate text to the ISO 20022 Latin set

Plus one resource and one prompt:

Kind Name Purpose
Resource pain001://schema/{message_type} Read-only access to the bundled XSD for any supported message type
Prompt build_payment_batch Guided multi-step prompt that walks an agent through building a valid batch

Using the tools

You can invoke the tools in-process — without a transport — straightthrough the FastMCP instance. This mirrors what an agent receives overstdio:

import asyncio

from pain001_mcp.server import server

# A single flat payment record satisfying pain.001.001.09.
record = [
    {
        "id": "MSG-0001",
        "date": "2026-01-15T10:30:00",
        "nb_of_txs": 1,
        "ctrl_sum": 100.00,
        "initiator_name": "Acme Embedded Finance Ltd",
        "payment_information_id": "PMT-INFO-0001",
        "payment_method": "TRF",
        "batch_booking": False,
        "service_level_code": "SEPA",
        "requested_execution_date": "2026-01-20",
        "debtor_name": "Acme Embedded Finance Ltd",
        "debtor_account_IBAN": "DE89370400440532013000",
        "debtor_agent_BIC": "DEUTDEFFXXX",
        "charge_bearer": "SLEV",
        "payment_id": "PAY-0001",
        "payment_amount": 100.00,
        "currency": "EUR",
        "creditor_agent_BIC": "NWBKGB2LXXX",
        "creditor_name": "National Westminster Bank",
        "creditor_account_IBAN": "GB29NWBK60161331926819",
        "remittance_information": "Invoice 0001",
    }
]


async def main() -> None:
    async def call(name, args):
        result = await server.call_tool(name, args)
        content = result[0] if isinstance(result, tuple) else result
        return content[0].text if content else ""

    # 1. Validate an identifier.
    print(await call("validate_identifier",
                     {"kind": "iban", "value": "DE89370400440532013000"}))
    # -> {"kind": "iban", "value": "DE89370400440532013000", "valid": true}

    # 2. Sanitise text to the ISO 20022 Latin set.
    print(await call("sanitize_to_iso20022_charset",
                     {"value": "Café Müller"}))
    # -> {"value": "Café Müller", "sanitised": "Cafe Muller",
    #     "was_valid": false, "changed": true}

    # 3. Generate a validated Customer Credit Transfer Initiation.
    xml = await call("generate_message",
                     {"message_type": "pain.001.001.09", "records": record})
    print(xml[:46])
    # -> <?xml version="1.0" encoding="UTF-8"?>
    #    <Document ...


asyncio.run(main())

The runnable version of this snippet lives inexamples/01_mcp_tools.py. See theexamples/ folder for a validation pipeline(02_validate_pipeline.py) and abank-reply parser walkthrough(03_parse_bank_replies.py).

The pain001 suite

pain001-mcp is part of a set of independently installable packagesbuilt around the pain001library — pick whichever ones your stack needs:

Package Role
pain001 Core library + CLI + FastAPI REST API
pain001-mcp MCP server for AI agents (this package)
pain001-lsp Language Server Protocol server for editors
flowchart LR
    A["MCP client<br/>(Claude Desktop, IDE, agent)"] -->|stdio| B["pain001-mcp"]
    B -->|delegates to| C["pain001"]
    C -->|render + validate| D["ISO 20022 pain.001 XML"]

When not to use pain001-mcp

  • You're not driving an MCP-aware agent. Use the CLI(pain001 …) or the REST API (pain001 serve) directly — both exposethe same surface with less indirection.
  • You need editor diagnostics, not agent tools. Usepain001-lsp — it speaksthe Language Server Protocol to VS Code, Neovim, Helix, Emacs, etc.
  • You need to extend the tool surface in-tree. The companionpain001[mcp] extraexposes the same FastMCP instance and is easier to fork inside anorganisation's pain001 install.

Development

pain001-mcp uses Poetry andmise.

git clone https://github.com/sebastienrousseau/pain001-mcp.git
cd pain001-mcp
mise install
poetry install

A Makefile orchestrates the quality gates (kept in lockstep with CI):

Target What it runs
make check All gates (REQUIRED before commit)
make test pytest --cov=pain001_mcp --cov-branch --cov-fail-under=100
make lint ruff check + black --check
make type-check mypy --strict
make docs interrogate --fail-under=100 (docstring coverage)

Current state (v0.0.53): 54 tests passing, 100% line + branchcoverage against a 100% enforced floor, mypy --strict clean,interrogate 100%.

Security

  • No filesystem writes from tools. generate_message returns theXML as a string; only generate_payment_file writes, and only to acaller-supplied path.
  • XML parsing of camt.053 and pain.002 is routed throughdefusedxml (via the core pain001 library); XXE and entityexpansion are rejected.
  • Validation failures are returned as structured {"error": ...}payloads — never as stack traces — so the agent never sees aninternal path leak.
  • Dependencies are pinned via poetry.lock and audited bypip-audit and Bandit in CI.

To report a vulnerability, please useGitHub private vulnerability reportingrather than a public issue.

Documentation

Contributing

Contributions are welcome — see thecontributing instructions.Thanks to all thecontributorswho have helped build pain001-mcp.

License

Licensed under the Apache License, Version 2.0.Any contribution submitted for inclusion shall be licensed as above,without additional terms.

pain001.com · PyPI · GitHub

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