pain001-mcp

Generate pain XML from a CSV file

generate_message_from_file

Read-onlyIdempotent

Read a CSV file of payment records from local disk and return validated ISO 20022 pain XML, applying path-safety checks before generating the message.

Instructions

Generate validated pain XML from a CSV file on the local disk.

Use this when the records live in a CSV file rather than in memory; it
reads ``data_file_path`` from the local filesystem, then delegates to
``generate_message``. If you already have the records as dicts, call
``generate_message`` directly. Only CSV is supported today (JSON / JSONL
/ SQLite / Parquet are planned for a follow-up release).

Loads ``data_file_path`` via :func:`pain001.csv.load_csv_data.load_csv_data`
so the same path-safety guards apply as in the core library.

Args:
    message_type: A supported ISO 20022 pain message type.
    data_file_path: Path to a CSV file with one record per row.

Returns:
    The validated XML, or a JSON-encoded ``{"error": ...}`` payload.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`message_type`	Yes	A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.001.001.13', 'pain.008.001.02', 'pain.008.001.08', 'pain.001', 'pain.008' (see list_message_types). The bare family names 'pain.001' and 'pain.008' are accepted as aliases for 'pain.001.001.09' and 'pain.008.001.02'.
`data_file_path`	Yes	Local filesystem path to a CSV file with one payment record per row and a header matching the template columns (see inspect_template). Only CSV is supported today.

Output Schema

TableJSON Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedv0.0.67Sep 12, 2026

changedInput schema / properties / message_type / description

Previous value: -"A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.001.001.13', 'pain.008.001.02', 'pain.001', 'pain.008' (see list_message_types). The bare family names 'pain.001' and 'pain.008' are accepted as aliases for 'pain.001.001.09' and 'pain.008.001.02'."New value: +"A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.001.001.13', 'pain.008.001.02', 'pain.008.001.08', 'pain.001', 'pain.008' (see list_message_types). The bare family names 'pain.001' and 'pain.008' are accepted as aliases for 'pain.001.001.09' and 'pain.008.001.02'."

changedInput schema / properties / message_type / enum

Previous value: -[
-  "pain.001.001.03",
-  "pain.001.001.04",
-  "pain.001.001.05",
-  "pain.001.001.06",
-  "pain.001.001.07",
-  "pain.001.001.08",
-  "pain.001.001.09",
-  "pain.001.001.10",
-  "pain.001.001.11",
-  "pain.001.001.12",
-  "pain.001.001.13",
-  "pain.008.001.02",
-  "pain.001",
-  "pain.008"
-]New value: +[
+  "pain.001.001.03",
+  "pain.001.001.04",
+  "pain.001.001.05",
+  "pain.001.001.06",
+  "pain.001.001.07",
+  "pain.001.001.08",
+  "pain.001.001.09",
+  "pain.001.001.10",
+  "pain.001.001.11",
+  "pain.001.001.12",
+  "pain.001.001.13",
+  "pain.008.001.02",
+  "pain.008.001.08",
+  "pain.001",
+  "pain.008"
+]

Changed2 schema fields changedJul 29, 2026

changedInput schema / properties / message_type / description

Previous value: -"A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.008.001.02', 'pain.001', 'pain.008' (see list_message_types). The bare family names 'pain.001' and 'pain.008' are accepted as aliases for 'pain.001.001.09' and 'pain.008.001.02'."New value: +"A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.001.001.13', 'pain.008.001.02', 'pain.001', 'pain.008' (see list_message_types). The bare family names 'pain.001' and 'pain.008' are accepted as aliases for 'pain.001.001.09' and 'pain.008.001.02'."

changedInput schema / properties / message_type / enum

Previous value: -[
-  "pain.001.001.03",
-  "pain.001.001.04",
-  "pain.001.001.05",
-  "pain.001.001.06",
-  "pain.001.001.07",
-  "pain.001.001.08",
-  "pain.001.001.09",
-  "pain.001.001.10",
-  "pain.001.001.11",
-  "pain.001.001.12",
-  "pain.008.001.02",
-  "pain.001",
-  "pain.008"
-]New value: +[
+  "pain.001.001.03",
+  "pain.001.001.04",
+  "pain.001.001.05",
+  "pain.001.001.06",
+  "pain.001.001.07",
+  "pain.001.001.08",
+  "pain.001.001.09",
+  "pain.001.001.10",
+  "pain.001.001.11",
+  "pain.001.001.12",
+  "pain.001.001.13",
+  "pain.008.001.02",
+  "pain.001",
+  "pain.008"
+]

Addedv0.0.60Jul 18, 2026
RemovedJul 18, 2026

Changed2 schema fields changedJul 17, 2026

changedInput schema / properties / message_type / description

Previous value: -"A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.008.001.02' (see list_message_types)."New value: +"A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.008.001.02', 'pain.001', 'pain.008' (see list_message_types). The bare family names 'pain.001' and 'pain.008' are accepted as aliases for 'pain.001.001.09' and 'pain.008.001.02'."

changedInput schema / properties / message_type / enum

Previous value: -[
-  "pain.001.001.03",
-  "pain.001.001.04",
-  "pain.001.001.05",
-  "pain.001.001.06",
-  "pain.001.001.07",
-  "pain.001.001.08",
-  "pain.001.001.09",
-  "pain.001.001.10",
-  "pain.001.001.11",
-  "pain.001.001.12",
-  "pain.008.001.02"
-]New value: +[
+  "pain.001.001.03",
+  "pain.001.001.04",
+  "pain.001.001.05",
+  "pain.001.001.06",
+  "pain.001.001.07",
+  "pain.001.001.08",
+  "pain.001.001.09",
+  "pain.001.001.10",
+  "pain.001.001.11",
+  "pain.001.001.12",
+  "pain.008.001.02",
+  "pain.001",
+  "pain.008"
+]

Changed2 schema fields changedv0.0.57Jul 10, 2026

changedInput schema / properties / message_type / description

Previous value: -"The target ISO 20022 pain message type to render, e.g. 'pain.001.001.09' — see list_message_types."New value: +"A supported ISO 20022 pain message type. Must be exactly one of: 'pain.001.001.03', 'pain.001.001.04', 'pain.001.001.05', 'pain.001.001.06', 'pain.001.001.07', 'pain.001.001.08', 'pain.001.001.09', 'pain.001.001.10', 'pain.001.001.11', 'pain.001.001.12', 'pain.008.001.02' (see list_message_types)."

addedInput schema / properties / message_type / enum

Added value: +[
+  "pain.001.001.03",
+  "pain.001.001.04",
+  "pain.001.001.05",
+  "pain.001.001.06",
+  "pain.001.001.07",
+  "pain.001.001.08",
+  "pain.001.001.09",
+  "pain.001.001.10",
+  "pain.001.001.11",
+  "pain.001.001.12",
+  "pain.008.001.02"
+]

Changed2 schema fields changedv0.0.56Jul 10, 2026

addedInput schema / properties / data_file_path / description

Added value: +"Local filesystem path to a CSV file with one payment record per row and a header matching the template columns (see inspect_template). Only CSV is supported today."

addedInput schema / properties / message_type / description

Added value: +"The target ISO 20022 pain message type to render, e.g. 'pain.001.001.09' — see list_message_types."

First observedJul 9, 2026

TDQS

A4.4/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive, and open-world behavior. The description adds useful context: it reads from the local filesystem, delegates to generate_message, applies path-safety guards, and returns validated XML or a JSON error payload.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is front-loaded with purpose and usage, and most sentences earn their place. However, the Args and Returns sections duplicate information already covered by the input schema and output schema.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a two-parameter file-to-XML generator with full schema coverage and an output schema, the description supplies the missing usage context, sibling routing, format limitation, and path-safety note. Nothing critical is absent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, and the schema already documents both parameters including enum aliases and CSV header requirements. The description's Args section largely restates those schema descriptions without adding syntax or constraints, so the baseline is 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The first sentence states a specific verb ('Generate'), resource ('validated pain XML'), and source ('CSV file on the local disk'). It explicitly distinguishes from generate_message by contrasting file-based records with in-memory records.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly says to use this when records live in a CSV file rather than in memory, and tells the agent to call generate_message directly when records are already dicts. It also states the current CSV-only limitation, which is clear when-not guidance for other formats.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Generate pain XML from a CSV file

Instructions

Input Schema

Output Schema

Schema Changelog

TDQS

Other Tools